From 18f27387437a4693d7dc85847f716c9d21f680fe Mon Sep 17 00:00:00 2001 From: HanXinzi-AI Date: Thu, 9 May 2024 14:29:13 +0000 Subject: [PATCH] Update best-of list for version 2024.05.09 --- README.md | 5912 +++++++++++++++---------------- history/2024-05-09_changes.md | 20 + history/2024-05-09_projects.csv | 691 ++++ latest-changes.md | 20 +- 4 files changed, 3677 insertions(+), 2966 deletions(-) create mode 100644 history/2024-05-09_changes.md create mode 100644 history/2024-05-09_projects.csv diff --git a/README.md b/README.md index 88764ac..5373ac1 100644 --- a/README.md +++ b/README.md @@ -14,170 +14,170 @@

-本资源清单包含690个python相关的开源工具资源，这些热门工具总共分成91个不同的应用领域，目前在github上已经收到3M个点赞。所有的工具(github项目)每周会自动从GitHub和工具维护平台采集信息，并更新排行展示。本清单参考[best-of模板](https://github.com/best-of-lists/best-of)完成，内容参考了[awesome-python](https://github.com/vinta/awesome-python)，欢迎大家提PR丰富本清单。 -## 目录 - -- [管理面板](#管理面板) _9 个项目_ -- [算法和设计模式](#算法和设计模式) _7 个项目_ -- [ASGI服务器](#ASGI服务器) _2 个项目_ -- [网络](#网络) _4 个项目_ -- [音频](#音频) _13 个项目_ -- [验证](#验证) _9 个项目_ -- [构建工具](#构建工具) _5 个项目_ -- [内置类的增强版实现](#内置类的增强版实现) _5 个项目_ -- [CMS](#CMS) _8 个项目_ -- [缓存](#缓存) _7 个项目_ -- [聊天工具](#聊天工具) _1 个项目_ -- [代码分析和Lint工具](#代码分析和Lint工具) _20 个项目_ -- [命令行工具](#命令行工具) _12 个项目_ -- [命令行工具](#命令行工具) _16 个项目_ -- [兼容性](#兼容性) _3 个项目_ -- [计算机视觉](#计算机视觉) _7 个项目_ -- [并发和并行](#并发和并行) _5 个项目_ -- [配置](#配置) _5 个项目_ -- [密码学](#密码学) _4 个项目_ -- [科学计算和数据分析](#科学计算和数据分析) _6 个项目_ -- [数据验证](#数据验证) _7 个项目_ -- [数据可视化](#数据可视化) _14 个项目_ -- [数据库](#数据库) _3 个项目_ -- [数据库驱动](#数据库驱动) _17 个项目_ -- [日期和时间](#日期和时间) _10 个项目_ -- [调试工具](#调试工具) _18 个项目_ -- [深度学习](#深度学习) _7 个项目_ -- [DevOps工具](#DevOps工具) _13 个项目_ -- [分布式计算](#分布式计算) _7 个项目_ -- [分发](#分发) _8 个项目_ -- [文档](#文档) _4 个项目_ -- [下载器](#下载器) _5 个项目_ -- [电子商务](#电子商务) _10 个项目_ -- [Emacs-Python开发环境](#Emacs-Python开发环境) _10 个项目_ -- [电子邮件](#电子邮件) _6 个项目_ -- [企业级应用集成](#企业级应用集成) _1 个项目_ -- [环境管理](#环境管理) _2 个项目_ -- [文件](#文件) _7 个项目_ -- [外来函数接口](#外来函数接口) _4 个项目_ -- [表单](#表单) _6 个项目_ -- [函数式编程](#函数式编程) _7 个项目_ -- [图形用户界面](#图形用户界面) _16 个项目_ -- [GraphQL](#GraphQL) _4 个项目_ -- [游戏开发](#游戏开发) _9 个项目_ -- [地理位置](#地理位置) _5 个项目_ -- [HTML处理](#HTML处理) _11 个项目_ -- [HTTP](#HTTP) _6 个项目_ -- [硬件](#硬件) _7 个项目_ -- [图像处理](#图像处理) _14 个项目_ -- [高性能](#高性能) _13 个项目_ -- [交互式解析器](#交互式解析器) _4 个项目_ -- [国际化](#国际化) _2 个项目_ -- [任务调度](#任务调度) _11 个项目_ -- [日志](#日志) _5 个项目_ -- [机器学习](#机器学习) _9 个项目_ -- [微软的Windows平台](#微软的Windows平台) _5 个项目_ -- [杂项](#杂项) _6 个项目_ -- [自然语言处理](#自然语言处理) _13 个项目_ -- [网络可视化和SDN](#网络可视化和SDN) _3 个项目_ -- [动态消息](#动态消息) _2 个项目_ -- [ORM](#ORM) _13 个项目_ -- [包管理](#包管理) _5 个项目_ -- [包仓库](#包仓库) _4 个项目_ -- [渗透测试](#渗透测试) _3 个项目_ -- [权限](#权限) _2 个项目_ -- [进程](#进程) _3 个项目_ -- [推荐系统](#推荐系统) _8 个项目_ -- [重构](#重构) _3 个项目_ -- [RESTfulAPI](#RESTfulAPI) _13 个项目_ -- [机器人](#机器人) _2 个项目_ -- [RPC服务器](#RPC服务器) _1 个项目_ -- [科学计算和数据分析](#科学计算和数据分析) _21 个项目_ -- [搜索](#搜索) _5 个项目_ -- [序列化](#序列化) _4 个项目_ -- [Serverless框架](#Serverless框架) _2 个项目_ -- [命令行工具](#命令行工具) _1 个项目_ -- [特殊文本格式处理](#特殊文本格式处理) _17 个项目_ -- [静态站点生成器](#静态站点生成器) _5 个项目_ -- [标记](#标记) _1 个项目_ -- [队列](#队列) _5 个项目_ -- [模板引擎](#模板引擎) _3 个项目_ -- [测试](#测试) _30 个项目_ -- [文本处理](#文本处理) _22 个项目_ -- [第三方API](#第三方API) _7 个项目_ -- [URL处理](#URL处理) _4 个项目_ -- [Video](#Video) _3 个项目_ -- [Web资源管理](#Web资源管理) _7 个项目_ -- [网络](#网络) _9 个项目_ -- [HTML处理](#HTML处理) _8 个项目_ -- [Web框架](#Web框架) _8 个项目_ -- [WebSocket](#WebSocket) _3 个项目_ -- [WSGI服务器](#WSGI服务器) _5 个项目_ - -## 图标解释 -- 🥇🥈🥉  综合项目质量分 -- ⭐️  github上star的数量 -- 🐣  小于6个月的新项目 -- 💤  非活跃项目(6个月未更新) -- 💀  沉寂项目(12个月未更新) -- 📈📉  项目趋势(向上or向下) -- ➕  最近添加的项目 -- ❗️  警告(例如 项目没有license) -- 👨‍💻  项目的开发贡献者数量 -- 🔀  项目被fork的数量 -- 📋  项目issue的数量 -- ⏱️  项目包上次更新时间 -- 📥  工具库被下载次数 -- 📦  项目依赖的工具库数量 +本资源清单包含690个python相关的开源工具资源，这些热门工具总共分成91个不同的应用领域，目前在github上已经收到3.5M个点赞。所有的工具(github项目)每周会自动从GitHub和工具维护平台采集信息，并更新排行展示。本清单参考[best-of模板](https://github.com/best-of-lists/best-of)完成，内容参考了[awesome-python](https://github.com/vinta/awesome-python)，欢迎大家提PR丰富本清单。 +## Contents + +- [Admin Panels](#admin-panels) _9 projects_ +- [Algorithms and Design Patterns](#algorithms-and-design-patterns) _7 projects_ +- [ASGI Servers](#asgi-servers) _2 projects_ +- [Asynchronous Programming](#asynchronous-programming) _4 projects_ +- [Audio](#audio) _13 projects_ +- [Authentication](#authentication) _9 projects_ +- [Build Tools](#build-tools) _5 projects_ +- [Built-in Classes Enhancement](#built-in-classes-enhancement) _5 projects_ +- [CMS](#cms) _8 projects_ +- [Caching](#caching) _7 projects_ +- [ChatOps Tools](#chatops-tools) _1 projects_ +- [Code Analysis](#code-analysis) _20 projects_ +- [Command-line Interface Development](#command-line-interface-development) _12 projects_ +- [Command-line Tools](#command-line-tools) _16 projects_ +- [Compatibility](#compatibility) _3 projects_ +- [Computer Vision](#computer-vision) _7 projects_ +- [Concurrency and Parallelism](#concurrency-and-parallelism) _5 projects_ +- [Configuration](#configuration) _5 projects_ +- [Cryptography](#cryptography) _4 projects_ +- [Data Analysis](#data-analysis) _6 projects_ +- [Data Validation](#data-validation) _7 projects_ +- [Data Visualization](#data-visualization) _14 projects_ +- [Database](#database) _3 projects_ +- [Database Drivers](#database-drivers) _17 projects_ +- [Date and Time](#date-and-time) _10 projects_ +- [Debugging Tools](#debugging-tools) _18 projects_ +- [Deep Learning](#deep-learning) _7 projects_ +- [DevOps Tools](#devops-tools) _13 projects_ +- [Distributed Computing](#distributed-computing) _7 projects_ +- [Distribution](#distribution) _8 projects_ +- [Documentation](#documentation) _4 projects_ +- [Downloader](#downloader) _5 projects_ +- [E-commerce](#e-commerce) _10 projects_ +- [Editor Plugins and IDEs](#editor-plugins-and-ides) _10 projects_ +- [Email](#email) _6 projects_ +- [Enterprise Application Integrations](#enterprise-application-integrations) _1 projects_ +- [Environment Management](#environment-management) _2 projects_ +- [Files](#files) _7 projects_ +- [Foreign Function Interface](#foreign-function-interface) _4 projects_ +- [Forms](#forms) _6 projects_ +- [Functional Programming](#functional-programming) _7 projects_ +- [GUI Development](#gui-development) _16 projects_ +- [GraphQL](#graphql) _4 projects_ +- [Game Development](#game-development) _9 projects_ +- [Geolocation](#geolocation) _5 projects_ +- [HTML Manipulation](#html-manipulation) _11 projects_ +- [HTTP Clients](#http-clients) _6 projects_ +- [Hardware](#hardware) _7 projects_ +- [Image Processing](#image-processing) _14 projects_ +- [Implementations](#implementations) _13 projects_ +- [Interactive Interpreter](#interactive-interpreter) _4 projects_ +- [Internationalization](#internationalization) _2 projects_ +- [Job Scheduler](#job-scheduler) _11 projects_ +- [Logging](#logging) _5 projects_ +- [Machine Learning](#machine-learning) _9 projects_ +- [Microsoft Windows](#microsoft-windows) _5 projects_ +- [Miscellaneous](#miscellaneous) _6 projects_ +- [Natural Language Processing](#natural-language-processing) _13 projects_ +- [Network Virtualization](#network-virtualization) _3 projects_ +- [News Feed](#news-feed) _2 projects_ +- [ORM](#orm) _13 projects_ +- [Package Management](#package-management) _5 projects_ +- [Package Repositories](#package-repositories) _4 projects_ +- [Penetration Testing](#penetration-testing) _3 projects_ +- [Permissions](#permissions) _2 projects_ +- [Processes](#processes) _3 projects_ +- [Recommender Systems](#recommender-systems) _8 projects_ +- [Refactoring](#refactoring) _3 projects_ +- [RESTful API](#restful-api) _13 projects_ +- [Robotics](#robotics) _2 projects_ +- [RPC Servers](#rpc-servers) _1 projects_ +- [Science](#science) _21 projects_ +- [Search](#search) _5 projects_ +- [Serialization](#serialization) _4 projects_ +- [Serverless Frameworks](#serverless-frameworks) _2 projects_ +- [Shell](#shell) _1 projects_ +- [Specific Formats Processing](#specific-formats-processing) _17 projects_ +- [Static Site Generator](#static-site-generator) _5 projects_ +- [Tagging](#tagging) _1 projects_ +- [Task Queues](#task-queues) _5 projects_ +- [Template Engine](#template-engine) _3 projects_ +- [Testing](#testing) _30 projects_ +- [Text Processing](#text-processing) _22 projects_ +- [Third-party APIs](#third-party-apis) _7 projects_ +- [URL Manipulation](#url-manipulation) _4 projects_ +- [Video](#video) _3 projects_ +- [Web Asset Management](#web-asset-management) _7 projects_ +- [Web Content Extracting](#web-content-extracting) _9 projects_ +- [Web Crawling](#web-crawling) _8 projects_ +- [Web Frameworks](#web-frameworks) _8 projects_ +- [WebSocket](#websocket) _3 projects_ +- [WSGI Servers](#wsgi-servers) _5 projects_ + +## Explanation +- 🥇🥈🥉  Combined project-quality score +- ⭐️  Star count from GitHub +- 🐣  New project _(less than 6 months old)_ +- 💤  Inactive project _(6 months no activity)_ +- 💀  Dead project _(12 months no activity)_ +- 📈📉  Project is trending up or down +- ➕  Project was recently added +- ❗️  Warning _(e.g. missing/risky license)_ +- 👨‍💻  Contributors count from GitHub +- 🔀  Fork count from GitHub +- 📋  Issue count from GitHub +- ⏱️  Last update timestamp on package manager +- 📥  Download count from package manager +- 📦  Number of dependent projects
-## 管理面板 +## Admin Panels -Back to top +Back to top -_管理界面库。_ +_Libraries for administrative interfaces._ -🔗 django-grappelli - 拥有绚丽外观的 Django Admin 界面。 +🔗 django-grappelli - A jazzy skin for the Django Admin-Interface. -🔗 django-suit - Django 管理界面的一个替代品 (仅对于非商业用途是免费的)。 +🔗 django-suit - Alternative Django Admin-Interface (free only for Non-commercial use). -
flask-admin (🥇33 · ⭐ 5.1K) - 一个用于 Flask 的简单可扩展的管理界面框架。BSD-3 +
flask-admin (🥇34 · ⭐ 5.6K · 💤) - Simple and extensible administrative interface framework for.. BSD-3 -- [GitHub](https://github.com/flask-admin/flask-admin) (👨‍💻 340 · 🔀 1.4K · 📦 16K · 📋 1.3K - 27% open · ⏱️ 12.07.2022): +- [GitHub](https://github.com/flask-admin/flask-admin) (👨‍💻 360 · 🔀 1.5K · 📦 26K · 📋 1.4K - 29% open · ⏱️ 15.10.2023): ``` git clone https://github.com/flask-admin/flask-admin ``` -- [PyPi](https://pypi.org/project/flask-admin) (📥 1.5M / month): +- [PyPi](https://pypi.org/project/flask-admin) (📥 1.1M / month): ``` pip install flask-admin ``` -- [Conda](https://anaconda.org/conda-forge/flask-admin) (📥 130K · ⏱️ 30.01.2022): +- [Conda](https://anaconda.org/conda-forge/flask-admin) (📥 150K · ⏱️ 16.06.2023): ``` conda install -c conda-forge flask-admin ```
-
flower (🥈29 · ⭐ 5.3K) - 一个对 Celery 集群进行实时监控和提供 web 管理界面的工具。❗Unlicensed +
flower (🥈30 · ⭐ 6.2K) - Real-time monitor and web admin for Celery. ❗Unlicensed -- [GitHub](https://github.com/mher/flower) (👨‍💻 190 · 🔀 900 · 📦 9K · 📋 840 - 11% open · ⏱️ 15.07.2022): +- [GitHub](https://github.com/mher/flower) (👨‍💻 210 · 🔀 1K · 📦 18K · 📋 920 - 11% open · ⏱️ 17.12.2023): ``` git clone https://github.com/mher/flower ``` -- [PyPi](https://pypi.org/project/flower) (📥 1.9M / month): +- [PyPi](https://pypi.org/project/flower) (📥 2.6M / month): ``` pip install flower ``` -- [Conda](https://anaconda.org/conda-forge/flower) (📥 120K · ⏱️ 07.08.2022): +- [Conda](https://anaconda.org/conda-forge/flower) (📥 200K · ⏱️ 16.10.2023): ``` conda install -c conda-forge flower ```
-
django-jet (🥈26 · ⭐ 3.3K · 💀) - 具有改进功能的现代响应式 Django 管理界面模板。❗️AGPL-3.0 +
django-jet (🥈25 · ⭐ 3.5K · 💀) - Modern responsive template for the Django admin interface.. ❗️AGPL-3.0 -- [GitHub](https://github.com/geex-arts/django-jet) (👨‍💻 29 · 🔀 660 · 📦 2.7K · 📋 340 - 64% open · ⏱️ 21.05.2019): +- [GitHub](https://github.com/geex-arts/django-jet) (👨‍💻 29 · 🔀 670 · 📦 3.2K · 📋 350 - 63% open · ⏱️ 21.05.2019): ``` git clone https://github.com/geex-arts/django-jet ``` -- [PyPi](https://pypi.org/project/django-jet) (📥 29K / month): +- [PyPi](https://pypi.org/project/django-jet) (📥 11K / month): ``` pip install django-jet ``` @@ -186,14 +186,14 @@ _管理界面库。_ conda install -c conda-forge django-jet ```
-
ajenti (🥉24 · ⭐ 6.8K) - 一个你的服务器值得拥有的管理面板。MIT +
ajenti (🥉24 · ⭐ 7.4K) - The admin panel your servers deserve. MIT -- [GitHub](https://github.com/ajenti/ajenti) (👨‍💻 23 · 🔀 780 · 📦 25 · 📋 1.1K - 1% open · ⏱️ 24.07.2022): +- [GitHub](https://github.com/ajenti/ajenti) (👨‍💻 25 · 🔀 820 · 📦 26 · 📋 1.2K - 0% open · ⏱️ 03.03.2024): ``` git clone https://github.com/ajenti/ajenti ``` -- [PyPi](https://pypi.org/project/ajenti) (📥 240 / month): +- [PyPi](https://pypi.org/project/ajenti) (📥 1K / month): ``` pip install ajenti ``` @@ -202,14 +202,14 @@ _管理界面库。_ conda install -c conda-forge ajenti ```
-
django-xadmin (🥉24 · ⭐ 4.7K · 💀) - Django admin 的一个替代品，具有很多不错的功能。BSD-3 +
django-xadmin (🥉23 · ⭐ 4.7K · 💀) - Drop-in replacement of Django admin comes with lots of.. BSD-3 -- [GitHub](https://github.com/sshwsfc/xadmin) (👨‍💻 51 · 🔀 1.4K · 📦 770 · 📋 570 - 65% open · ⏱️ 03.04.2019): +- [GitHub](https://github.com/sshwsfc/xadmin) (👨‍💻 51 · 🔀 1.4K · 📦 800 · 📋 570 - 64% open · ⏱️ 03.04.2019): ``` git clone https://github.com/sshwsfc/xadmin ``` -- [PyPi](https://pypi.org/project/xadmin) (📥 230 / month): +- [PyPi](https://pypi.org/project/xadmin) (📥 320 / month): ``` pip install xadmin ``` @@ -218,14 +218,14 @@ _管理界面库。_ conda install -c conda-forge xadmin ```
-
wooey (🥉22 · ⭐ 1.8K) - 一个 Django 应用，可以为 Python 脚本创建 web 用户界面。BSD-3 +
wooey (🥉23 · ⭐ 2.1K) - A Django app which creates automatic web UIs for Python scripts. BSD-3 -- [GitHub](https://github.com/wooey/Wooey) (👨‍💻 23 · 🔀 170 · 📦 37 · 📋 210 - 23% open · ⏱️ 12.08.2022): +- [GitHub](https://github.com/wooey/Wooey) (👨‍💻 24 · 🔀 180 · 📦 48 · 📋 220 - 23% open · ⏱️ 14.12.2023): ``` git clone https://github.com/wooey/wooey ``` -- [PyPi](https://pypi.org/project/wooey) (📥 290 / month): +- [PyPi](https://pypi.org/project/wooey) (📥 610 / month): ``` pip install wooey ``` @@ -234,14 +234,14 @@ _管理界面库。_ conda install -c conda-forge wooey ```
-
jet-bridge (🥉16 · ⭐ 1.2K) - 管理面板框架，适用于任何具有良好 UI 的应用（例如 Django）。MIT +
jet-bridge (🥉17 · ⭐ 1.6K) - Admin panel framework for any application with nice UI (ex Jet Django). MIT -- [GitHub](https://github.com/jet-admin/jet-bridge) (👨‍💻 4 · 🔀 110 · 📋 13 - 69% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/jet-admin/jet-bridge) (👨‍💻 4 · 🔀 150 · 📋 21 - 33% open · ⏱️ 07.05.2024): ``` git clone https://github.com/jet-admin/jet-bridge ``` -- [PyPi](https://pypi.org/project/jet-bridge) (📥 370 / month): +- [PyPi](https://pypi.org/project/jet-bridge) (📥 940 / month): ``` pip install jet-bridge ``` @@ -252,15 +252,15 @@ _管理界面库。_

-## 算法和设计模式 +## Algorithms and Design Patterns -Back to top +Back to top -_数据结构、算法和设计模式的 Python 实现。也可以参考 [awesome-algorithms](https://github.com/tayllan/awesome-algorithms) 。_ +_Python implementation of data structures, algorithms and design patterns._ -
TheAlgorithms (🥇29 · ⭐ 140K) - 所有算法的 Python 实现。MIT +
TheAlgorithms (🥇31 · ⭐ 180K) - All Algorithms implemented in Python. MIT -- [GitHub](https://github.com/TheAlgorithms/Python) (👨‍💻 860 · 🔀 35K · 📋 1.1K - 2% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/TheAlgorithms/Python) (👨‍💻 1.2K · 🔀 43K · 📦 3 · 📋 1.4K - 2% open · ⏱️ 06.05.2024): ``` git clone https://github.com/TheAlgorithms/Python @@ -269,83 +269,83 @@ _数据结构、算法和设计模式的 Python 实现。也可以参考 [awesom ``` pip install Python ``` -- [Conda](https://anaconda.org/conda-forge/Python) (📥 62M · ⏱️ 22.08.2022): +- [Conda](https://anaconda.org/conda-forge/Python) (📥 130M · ⏱️ 19.04.2024): ``` conda install -c conda-forge Python ```
-
transitions (🥈28 · ⭐ 4.5K) - 轻量级的，面向对象的有限状态机实现。MIT +
transitions (🥈29 · ⭐ 5.4K) - A lightweight, object-oriented finite state machine implementation. MIT -- [GitHub](https://github.com/pytransitions/transitions) (👨‍💻 74 · 🔀 480 · 📦 2.4K · 📋 410 - 1% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/pytransitions/transitions) (👨‍💻 77 · 🔀 510 · 📦 3.4K · 📋 450 - 3% open · ⏱️ 09.05.2024): ``` git clone https://github.com/pytransitions/transitions ``` -- [PyPi](https://pypi.org/project/transitions) (📥 290K / month): +- [PyPi](https://pypi.org/project/transitions) (📥 640K / month): ``` pip install transitions ``` -- [Conda](https://anaconda.org/conda-forge/transitions) (📥 220K · ⏱️ 24.02.2022): +- [Conda](https://anaconda.org/conda-forge/transitions) (📥 640K · ⏱️ 16.06.2023): ``` conda install -c conda-forge transitions ```
-
algorithms (🥈25 · ⭐ 21K) - 数据结构和算法的简单示例。MIT +
algorithms (🥈25 · ⭐ 24K) - Minimal examples of data structures and algorithms. MIT -- [GitHub](https://github.com/keon/algorithms) (👨‍💻 190 · 🔀 4.1K · 📦 67 · 📋 160 - 37% open · ⏱️ 29.07.2022): +- [GitHub](https://github.com/keon/algorithms) (👨‍💻 200 · 🔀 4.3K · 📦 100 · 📋 160 - 38% open · ⏱️ 05.02.2024): ``` git clone https://github.com/keon/algorithms ``` -- [PyPi](https://pypi.org/project/algorithms) (📥 5.4K / month): +- [PyPi](https://pypi.org/project/algorithms) (📥 1.6K / month): ``` pip install algorithms ``` -- [Conda](https://anaconda.org/conda-forge/algorithms) (📥 900 · ⏱️ 23.04.2021): +- [Conda](https://anaconda.org/conda-forge/algorithms) (📥 2.1K · ⏱️ 16.06.2023): ``` conda install -c conda-forge algorithms ```
-
PyPattyrn (🥉19 · ⭐ 1.6K · 💀) - 一个简单而有效的库，用于实现常见的设计模式。MIT +
python-patterns (🥉19 · ⭐ 39K · 💀) - A collection of design patterns in Python. ❗Unlicensed -- [GitHub](https://github.com/tylerlaberge/PyPattyrn) (👨‍💻 4 · 🔀 120 · 📦 27 · ⏱️ 09.02.2020): +- [GitHub](https://github.com/faif/python-patterns) (👨‍💻 130 · 🔀 6.6K · 📦 21 · 📋 86 - 13% open · ⏱️ 27.01.2023): ``` - git clone https://github.com/tylerlaberge/PyPattyrn + git clone https://github.com/faif/python-patterns ``` -- [PyPi](https://pypi.org/project/PyPattyrn) (📥 6.3K / month): +- [PyPi](https://pypi.org/project/python-patterns) (📥 33 / month): ``` - pip install PyPattyrn + pip install python-patterns ``` -- [Conda](https://anaconda.org/conda-forge/PyPattyrn): +- [Conda](https://anaconda.org/conda-forge/python-patterns): ``` - conda install -c conda-forge PyPattyrn + conda install -c conda-forge python-patterns ```
-
python-patterns (🥉16 · ⭐ 35K) - 一个 Python 设计模式集合。❗Unlicensed +
PyPattyrn (🥉19 · ⭐ 2.2K · 💀) - A simple yet effective library for implementing common design.. MIT -- [GitHub](https://github.com/faif/python-patterns) (👨‍💻 120 · 🔀 6.2K · 📋 80 - 13% open · ⏱️ 08.08.2022): +- [GitHub](https://github.com/tylerlaberge/PyPattyrn) (👨‍💻 4 · 🔀 150 · 📦 48 · ⏱️ 09.02.2020): ``` - git clone https://github.com/faif/python-patterns + git clone https://github.com/tylerlaberge/PyPattyrn ``` -- [PyPi](https://pypi.org/project/python-patterns) (📥 16 / month): +- [PyPi](https://pypi.org/project/PyPattyrn) (📥 1.4K / month): ``` - pip install python-patterns + pip install PyPattyrn ``` -- [Conda](https://anaconda.org/conda-forge/python-patterns): +- [Conda](https://anaconda.org/conda-forge/PyPattyrn): ``` - conda install -c conda-forge python-patterns + conda install -c conda-forge PyPattyrn ```
-
python-ds (🥉16 · ⭐ 1.8K) - 用于面试的数据结构和算法的集合。MIT +
python-ds (🥉17 · ⭐ 2.7K) - A collection of data structure and algorithms for coding interviews. MIT -- [GitHub](https://github.com/prabhupant/python-ds) (👨‍💻 110 · 🔀 480 · 📋 86 - 20% open · ⏱️ 07.04.2022): +- [GitHub](https://github.com/prabhupant/python-ds) (👨‍💻 110 · 🔀 580 · 📋 91 - 2% open · ⏱️ 06.04.2024): ``` git clone https://github.com/prabhupant/python-ds ``` -- [PyPi](https://pypi.org/project/python-ds) (📥 11 / month): +- [PyPi](https://pypi.org/project/python-ds) (📥 31 / month): ``` pip install python-ds ``` @@ -354,9 +354,9 @@ _数据结构、算法和设计模式的 Python 实现。也可以参考 [awesom conda install -c conda-forge python-ds ```
-
sortedcontainers (🥉15 · ⭐ 2.7K) - 排序集合的快速的纯 Python 实现。❗Unlicensed +
sortedcontainers (🥉15 · ⭐ 3.2K) - Fast and pure-Python implementation of sorted.. ❗Unlicensed -- [GitHub](https://github.com/grantjenks/python-sortedcontainers) (👨‍💻 22 · 🔀 170 · 📋 160 - 7% open · ⏱️ 20.08.2022): +- [GitHub](https://github.com/grantjenks/python-sortedcontainers) (👨‍💻 24 · 🔀 190 · 📋 180 - 9% open · ⏱️ 01.03.2024): ``` git clone https://github.com/grantjenks/python-sortedcontainers @@ -372,170 +372,170 @@ _数据结构、算法和设计模式的 Python 实现。也可以参考 [awesom

-## ASGI 服务器 +## ASGI Servers -Back to top +Back to top -_兼容 ASGI 的 web 服务器。_ +_compatible web servers._ -
daphne (🥇27 · ⭐ 1.8K) - 用于 ASGI 和 ASGI-HTTP 的，支持 HTTP，HTTP2 和 WebSocket 协议的服务器。BSD-3 +
uvicorn (🥇38 · ⭐ 7.9K · 📈) - A lightning-fast ASGI server implementation, using uvloop and.. BSD-3 -- [GitHub](https://github.com/django/daphne) (👨‍💻 62 · 🔀 210 · 📦 15K · 📋 290 - 12% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/encode/uvicorn) (👨‍💻 180 · 🔀 660 · 📦 350K · 📋 680 - 3% open · ⏱️ 13.04.2024): ``` - git clone https://github.com/django/daphne + git clone https://github.com/encode/uvicorn ``` -- [PyPi](https://pypi.org/project/daphne) (📥 480K / month): +- [PyPi](https://pypi.org/project/uvicorn) (📥 28M / month): ``` - pip install daphne + pip install uvicorn ``` -- [Conda](https://anaconda.org/conda-forge/daphne) (📥 100K · ⏱️ 07.04.2021): +- [Conda](https://anaconda.org/conda-forge/uvicorn) (📥 2.5M · ⏱️ 20.03.2024): ``` - conda install -c conda-forge daphne + conda install -c conda-forge uvicorn ```
-
uvicorn (🥉26 · ⭐ 5.6K) - 使用 uvloop 和 httptools 实现的闪电般快速的 ASGI 服务器。BSD-3 +
daphne (🥉28 · ⭐ 2.3K) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. BSD-3 -- [GitHub](https://github.com/encode/uvicorn) (👨‍💻 130 · 🔀 460 · 📋 600 - 7% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/django/daphne) (👨‍💻 70 · 🔀 250 · 📦 27K · 📋 310 - 10% open · ⏱️ 11.04.2024): ``` - git clone https://github.com/encode/uvicorn + git clone https://github.com/django/daphne ``` -- [PyPi](https://pypi.org/project/uvicorn) (📥 9M / month): +- [PyPi](https://pypi.org/project/daphne) (📥 1.2M / month): ``` - pip install uvicorn + pip install daphne ``` -- [Conda](https://anaconda.org/conda-forge/uvicorn) (📥 1.1M · ⏱️ 24.08.2022): +- [Conda](https://anaconda.org/conda-forge/daphne) (📥 180K · ⏱️ 11.04.2024): ``` - conda install -c conda-forge uvicorn + conda install -c conda-forge daphne ```

-## 网络 +## Asynchronous Programming -Back to top +Back to top -_用于网络编程的库。_ +_Asynchronous I/O, event loop, coroutines and tasks._ -🔗 awesome-asyncio ( ⭐ 3.6K) - A curated list of awesome Python asyncio frameworks, libraries, software.. +🔗 awesome-asyncio ( ⭐ 4.4K · 💀) - A curated list of awesome Python asyncio frameworks, libraries,.. -🔗 Twisted - 一个事件驱动的网络引擎。 +🔗 Twisted - An event-driven networking engine. -
uvloop (🥇33 · ⭐ 8.8K) - Ultra fast asyncio event loop. Apache-2 +
uvloop (🥇34 · ⭐ 10K · 💤) - Ultra fast asyncio event loop. Apache-2 -- [GitHub](https://github.com/MagicStack/uvloop) (👨‍💻 50 · 🔀 440 · 📥 350 · 📦 49K · 📋 290 - 20% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/MagicStack/uvloop) (👨‍💻 60 · 🔀 500 · 📥 430 · 📦 130K · 📋 350 - 25% open · ⏱️ 22.10.2023): ``` git clone https://github.com/MagicStack/uvloop ``` -- [PyPi](https://pypi.org/project/uvloop) (📥 8.6M / month): +- [PyPi](https://pypi.org/project/uvloop) (📥 12M / month): ``` pip install uvloop ``` -- [Conda](https://anaconda.org/conda-forge/uvloop) (📥 470K · ⏱️ 02.11.2021): +- [Conda](https://anaconda.org/conda-forge/uvloop) (📥 710K · ⏱️ 23.10.2023): ``` conda install -c conda-forge uvloop ```
-
trio (🥉29 · ⭐ 4.8K) - 异步并发和 I/O 友好的库。❗Unlicensed +
trio (🥉33 · ⭐ 5.9K) - A friendly library for async concurrency and I/O. ❗Unlicensed -- [GitHub](https://github.com/python-trio/trio) (👨‍💻 130 · 🔀 260 · 📦 14K · 📋 670 - 39% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/python-trio/trio) (👨‍💻 160 · 🔀 320 · 📦 59K · 📋 780 - 35% open · ⏱️ 07.05.2024): ``` git clone https://github.com/python-trio/trio ``` -- [PyPi](https://pypi.org/project/trio) (📥 5.8M / month): +- [PyPi](https://pypi.org/project/trio) (📥 12M / month): ``` pip install trio ``` -- [Conda](https://anaconda.org/conda-forge/trio) (📥 780K · ⏱️ 08.06.2022): +- [Conda](https://anaconda.org/conda-forge/trio) (📥 1.6M · ⏱️ 17.03.2024): ``` conda install -c conda-forge trio ```

-## 音频 +## Audio -Back to top +Back to top -_用来操作音频的库_ +_Libraries for manipulating audio and its metadata._ -🔗 mingus - 一个高级音乐理论和曲谱包，支持 MIDI 文件和回放功能。 +🔗 mingus - An advanced music theory and notation package with MIDI file and playback support. -
beets (🥇30 · ⭐ 11K) - 一个音乐库管理器和 MusicBrainz 标记器。MIT +
pydub (🥇33 · ⭐ 8.4K · 💀) - Manipulate audio with a simple and easy high level interface. MIT -- [GitHub](https://github.com/beetbox/beets) (👨‍💻 510 · 🔀 1.7K · 📥 7.7K · 📦 260 · 📋 2.5K - 18% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/jiaaro/pydub) (👨‍💻 95 · 🔀 990 · 📦 56K · 📋 560 - 51% open · ⏱️ 08.12.2022): ``` - git clone https://github.com/beetbox/beets + git clone https://github.com/jiaaro/pydub ``` -- [PyPi](https://pypi.org/project/beets) (📥 1.7K / month): +- [PyPi](https://pypi.org/project/pydub) (📥 4.6M / month): ``` - pip install beets + pip install pydub ``` -- [Conda](https://anaconda.org/conda-forge/beets): +- [Conda](https://anaconda.org/conda-forge/pydub) (📥 92K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge beets + conda install -c conda-forge pydub ```
-
pydub (🥇30 · ⭐ 6.3K) - 通过简单、简洁的高层接口来操作音频文件。MIT +
beets (🥇31 · ⭐ 12K) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. MIT -- [GitHub](https://github.com/jiaaro/pydub) (👨‍💻 92 · 🔀 840 · 📦 14K · 📋 490 - 46% open · ⏱️ 14.05.2022): +- [GitHub](https://github.com/beetbox/beets) (👨‍💻 570 · 🔀 1.8K · 📥 9.2K · 📦 370 · 📋 2.7K - 20% open · ⏱️ 07.05.2024): ``` - git clone https://github.com/jiaaro/pydub + git clone https://github.com/beetbox/beets ``` -- [PyPi](https://pypi.org/project/pydub) (📥 1.6M / month): +- [PyPi](https://pypi.org/project/beets) (📥 9.1K / month): ``` - pip install pydub + pip install beets ``` -- [Conda](https://anaconda.org/conda-forge/pydub) (📥 28K · ⏱️ 13.03.2021): +- [Conda](https://anaconda.org/conda-forge/beets) (📥 810 · ⏱️ 18.06.2023): ``` - conda install -c conda-forge pydub + conda install -c conda-forge beets ```
-
mutagen (🥈27 · ⭐ 1K) - 一个用来处理音频元数据的 Python 模块。❗️GPL-2.0 +
mutagen (🥈27 · ⭐ 1.4K · 💤) - A Python module to handle audio metadata. ❗️GPL-2.0 -- [GitHub](https://github.com/quodlibet/mutagen) (👨‍💻 37 · 🔀 120 · 📥 56K · 📦 8K · 📋 480 - 19% open · ⏱️ 16.07.2022): +- [GitHub](https://github.com/quodlibet/mutagen) (👨‍💻 44 · 🔀 150 · 📥 61K · 📦 19K · 📋 510 - 19% open · ⏱️ 28.10.2023): ``` git clone https://github.com/quodlibet/mutagen ``` -- [PyPi](https://pypi.org/project/mutagen) (📥 1.7M / month): +- [PyPi](https://pypi.org/project/mutagen) (📥 1.9M / month): ``` pip install mutagen ``` -- [Conda](https://anaconda.org/conda-forge/mutagen) (📥 130K · ⏱️ 30.05.2021): +- [Conda](https://anaconda.org/conda-forge/mutagen) (📥 190K · ⏱️ 03.09.2023): ``` conda install -c conda-forge mutagen ```
-
eyeD3 (🥈25 · ⭐ 390) - 一个用来操作音频文件的工具，具体来讲就是包含 ID3 元信息的 MP3 文件。❗️GPL-3.0 +
audioread (🥈26 · ⭐ 480) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. MIT -- [GitHub](https://github.com/nicfit/eyeD3) (👨‍💻 24 · 🔀 54 · 📥 2.3K · 📦 1.9K · 📋 180 - 24% open · ⏱️ 29.07.2022): +- [GitHub](https://github.com/beetbox/audioread) (👨‍💻 24 · 🔀 100 · 📦 20K · 📋 90 - 36% open · ⏱️ 15.12.2023): ``` - git clone https://github.com/nicfit/eyeD3 + git clone https://github.com/beetbox/audioread ``` -- [PyPi](https://pypi.org/project/eyeD3) (📥 41K / month): +- [PyPi](https://pypi.org/project/audioread) (📥 2.1M / month): ``` - pip install eyeD3 + pip install audioread ``` -- [Conda](https://anaconda.org/conda-forge/eyeD3): +- [Conda](https://anaconda.org/conda-forge/audioread) (📥 770K · ⏱️ 30.09.2023): ``` - conda install -c conda-forge eyeD3 + conda install -c conda-forge audioread ```
-
pyAudioAnalysis (🥈24 · ⭐ 4.9K) - 音频特征提取，分类，分段和应用。Apache-2 +
pyAudioAnalysis (🥈25 · ⭐ 5.7K · 💤) - Audio feature extraction, classification, segmentation.. Apache-2 -- [GitHub](https://github.com/tyiannak/pyAudioAnalysis) (👨‍💻 26 · 🔀 1.1K · 📦 290 · 📋 290 - 59% open · ⏱️ 19.04.2022): +- [GitHub](https://github.com/tyiannak/pyAudioAnalysis) (👨‍💻 28 · 🔀 1.1K · 📦 460 · 📋 310 - 60% open · ⏱️ 22.10.2023): ``` git clone https://github.com/tyiannak/pyAudioAnalysis ``` -- [PyPi](https://pypi.org/project/pyAudioAnalysis) (📥 21K / month): +- [PyPi](https://pypi.org/project/pyAudioAnalysis) (📥 11K / month): ``` pip install pyAudioAnalysis ``` @@ -544,46 +544,46 @@ _用来操作音频的库_ conda install -c conda-forge pyAudioAnalysis ```
-
librosa (🥉23 · ⭐ 5.4K) - 音频音乐分析 Python 库。ISC +
eyeD3 (🥈25 · ⭐ 530) - A tool for working with audio files, specifically MP3 files containing.. ❗️GPL-3.0 -- [GitHub](https://github.com/librosa/librosa) (👨‍💻 110 · 🔀 810 · 📋 1K - 4% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/nicfit/eyeD3) (👨‍💻 26 · 🔀 58 · 📥 3.3K · 📦 3.3K · 📋 220 - 29% open · ⏱️ 07.01.2024): ``` - git clone https://github.com/librosa/librosa + git clone https://github.com/nicfit/eyeD3 ``` -- [PyPi](https://pypi.org/project/librosa) (📥 1.2M / month): +- [PyPi](https://pypi.org/project/eyeD3) (📥 37K / month): ``` - pip install librosa + pip install eyeD3 ``` -- [Conda](https://anaconda.org/conda-forge/librosa) (📥 510K · ⏱️ 27.06.2022): +- [Conda](https://anaconda.org/conda-forge/eyeD3): ``` - conda install -c conda-forge librosa + conda install -c conda-forge eyeD3 ```
-
tinytag (🥉23 · ⭐ 560) - 一个用来读取 MP3, OGG, FLAC 以及 Wave 文件音乐元数据的库。MIT +
librosa (🥉23 · ⭐ 6.7K) - Python library for audio and music analysis. ISC -- [GitHub](https://github.com/devsnd/tinytag) (👨‍💻 22 · 🔀 88 · 📦 580 · 📋 93 - 12% open · ⏱️ 13.08.2022): +- [GitHub](https://github.com/librosa/librosa) (👨‍💻 120 · 🔀 900 · 📋 1.2K - 4% open · ⏱️ 02.05.2024): ``` - git clone https://github.com/devsnd/tinytag + git clone https://github.com/librosa/librosa ``` -- [PyPi](https://pypi.org/project/tinytag) (📥 85K / month): +- [PyPi](https://pypi.org/project/librosa) (📥 2.7M / month): ``` - pip install tinytag + pip install librosa ``` -- [Conda](https://anaconda.org/conda-forge/tinytag): +- [Conda](https://anaconda.org/conda-forge/librosa) (📥 740K · ⏱️ 02.05.2024): ``` - conda install -c conda-forge tinytag + conda install -c conda-forge librosa ```
-
kapre (🥉22 · ⭐ 850) - Keras 音频处理器。MIT +
kapre (🥉21 · ⭐ 910 · 💀) - Keras Audio Preprocessors. MIT -- [GitHub](https://github.com/keunwoochoi/kapre) (👨‍💻 13 · 🔀 140 · 📥 22 · 📦 1.8K · 📋 94 - 12% open · ⏱️ 04.07.2022): +- [GitHub](https://github.com/keunwoochoi/kapre) (👨‍💻 13 · 🔀 140 · 📥 26 · 📦 2.4K · 📋 97 - 15% open · ⏱️ 04.07.2022): ``` git clone https://github.com/keunwoochoi/kapre ``` -- [PyPi](https://pypi.org/project/kapre) (📥 3.6K / month): +- [PyPi](https://pypi.org/project/kapre) (📥 1.5K / month): ``` pip install kapre ``` @@ -592,14 +592,14 @@ _用来操作音频的库_ conda install -c conda-forge kapre ```
-
dejavu (🥉19 · ⭐ 5.8K · 💀) - 音频指纹提取和识别。MIT +
dejavu (🥉20 · ⭐ 6.3K · 💀) - Audio fingerprinting and recognition. MIT -- [GitHub](https://github.com/worldveil/dejavu) (👨‍💻 22 · 🔀 1.3K · 📦 23 · 📋 210 - 39% open · ⏱️ 03.06.2020): +- [GitHub](https://github.com/worldveil/dejavu) (👨‍💻 23 · 🔀 1.3K · 📦 21 · 📋 240 - 43% open · ⏱️ 03.06.2020): ``` git clone https://github.com/worldveil/dejavu ``` -- [PyPi](https://pypi.org/project/dejavu) (📥 84 / month): +- [PyPi](https://pypi.org/project/dejavu) (📥 160 / month): ``` pip install dejavu ``` @@ -608,14 +608,14 @@ _用来操作音频的库_ conda install -c conda-forge dejavu ```
-
matchering (🥉19 · ⭐ 660) - 用于音频母带制作的库。❗️GPL-3.0 +
matchering (🥉19 · ⭐ 1.2K) - A library for automated reference audio mastering. ❗️GPL-3.0 -- [GitHub](https://github.com/sergree/matchering) (👨‍💻 3 · 🔀 88 · 📦 10 · 📋 36 - 27% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/sergree/matchering) (👨‍💻 3 · 🔀 140 · 📦 38 · 📋 47 - 34% open · ⏱️ 29.01.2024): ``` git clone https://github.com/sergree/matchering ``` -- [PyPi](https://pypi.org/project/matchering) (📥 630 / month): +- [PyPi](https://pypi.org/project/matchering) (📥 1.6K / month): ``` pip install matchering ``` @@ -624,118 +624,134 @@ _用来操作音频的库_ conda install -c conda-forge matchering ```
-
audioread (🥉19 · ⭐ 410 · 📉) - 交叉库 (GStreamer + Core Audio + MAD + FFmpeg) 音频解码。MIT +
TimeSide (🥉19 · ⭐ 370 · 💀) - Open web audio processing framework. ❗️AGPL-3.0 -- [GitHub](https://github.com/beetbox/audioread) (👨‍💻 22 · 🔀 94 · 📋 80 - 38% open · ⏱️ 12.08.2022): +- [GitHub](https://github.com/yomguy/TimeSide) (👨‍💻 22 · 🔀 60 · 📦 17 · 📋 220 - 15% open · ⏱️ 01.02.2023): ``` - git clone https://github.com/beetbox/audioread + git clone https://github.com/Parisson/TimeSide ``` -- [PyPi](https://pypi.org/project/audioread) (📥 1.2M / month): +- [PyPi](https://pypi.org/project/TimeSide) (📥 240 / month): ``` - pip install audioread + pip install TimeSide ``` -- [Conda](https://anaconda.org/conda-forge/audioread) (📥 480K · ⏱️ 14.08.2022): +- [Conda](https://anaconda.org/conda-forge/TimeSide): ``` - conda install -c conda-forge audioread + conda install -c conda-forge TimeSide ```
-
TimeSide (🥉18 · ⭐ 330) - 开源 web 音频处理框架。❗️AGPL-3.0 +
tinytag (🥉18 · ⭐ 670) - A library for reading music meta data of MP3, OGG, FLAC and Wave files. MIT -- [GitHub](https://github.com/Parisson/TimeSide) (👨‍💻 22 · 🔀 55 · 📦 16 · 📋 210 - 27% open · ⏱️ 22.07.2022): +- [GitHub](https://github.com/devsnd/tinytag) (👨‍💻 26 · 🔀 98 · 📋 110 - 5% open · ⏱️ 05.05.2024): ``` - git clone https://github.com/Parisson/TimeSide + git clone https://github.com/devsnd/tinytag ``` -- [PyPi](https://pypi.org/project/TimeSide) (📥 31 / month): +- [PyPi](https://pypi.org/project/tinytag) (📥 28K / month): ``` - pip install TimeSide + pip install tinytag ``` -- [Conda](https://anaconda.org/conda-forge/TimeSide): +- [Conda](https://anaconda.org/conda-forge/tinytag): ``` - conda install -c conda-forge TimeSide + conda install -c conda-forge tinytag ```

-## 验证 +## Authentication -Back to top +Back to top -_实现验证方案的库。_ +_Libraries for implementing authentications schemes._ -
oauthlib (🥇36 · ⭐ 2.4K) - 一个 OAuth 请求-签名逻辑通用、 完整的实现。BSD-3 +
oauthlib (🥇36 · ⭐ 2.7K) - A generic and thorough implementation of the OAuth request-signing.. BSD-3 -- [GitHub](https://github.com/oauthlib/oauthlib) (👨‍💻 190 · 🔀 440 · 📦 250K · 📋 350 - 21% open · ⏱️ 05.07.2022): +- [GitHub](https://github.com/oauthlib/oauthlib) (👨‍💻 200 · 🔀 470 · 📦 520K · 📋 370 - 21% open · ⏱️ 06.01.2024): ``` git clone https://github.com/idan/oauthlib ``` -- [PyPi](https://pypi.org/project/oauthlib) (📥 93M / month): +- [PyPi](https://pypi.org/project/oauthlib) (📥 120M / month): ``` pip install oauthlib ``` -- [Conda](https://anaconda.org/conda-forge/oauthlib) (📥 5.7M · ⏱️ 30.01.2022): +- [Conda](https://anaconda.org/conda-forge/oauthlib) (📥 11M · ⏱️ 16.06.2023): ``` conda install -c conda-forge oauthlib ```
-
pyjwt (🥈35 · ⭐ 4.3K) - JSON Web 令牌草案 01。MIT +
pyjwt (🥈35 · ⭐ 4.9K) - JSON Web Token implementation in Python. MIT -- [GitHub](https://github.com/jpadilla/pyjwt) (👨‍💻 120 · 🔀 570 · 📦 240K · 📋 360 - 3% open · ⏱️ 14.08.2022): +- [GitHub](https://github.com/jpadilla/pyjwt) (👨‍💻 140 · 🔀 650 · 📦 560K · 📋 430 - 3% open · ⏱️ 22.03.2024): ``` git clone https://github.com/jpadilla/pyjwt ``` -- [PyPi](https://pypi.org/project/pyjwt) (📥 97M / month): +- [PyPi](https://pypi.org/project/pyjwt) (📥 160M / month): ``` pip install pyjwt ``` -- [Conda](https://anaconda.org/conda-forge/pyjwt) (📥 7.4M · ⏱️ 12.05.2022): +- [Conda](https://anaconda.org/conda-forge/pyjwt) (📥 13M · ⏱️ 02.02.2024): ``` conda install -c conda-forge pyjwt ```
-
django-allauth (🥈34 · ⭐ 7.4K) - Django 的验证应用。MIT +
authlib (🥈34 · ⭐ 4.3K) - JavaScript Object Signing and Encryption draft implementation. BSD-3 + +- [GitHub](https://github.com/lepture/authlib) (👨‍💻 110 · 🔀 410 · 📦 33K · 📋 430 - 18% open · ⏱️ 08.04.2024): + + ``` + git clone https://github.com/lepture/authlib + ``` +- [PyPi](https://pypi.org/project/authlib) (📥 9.4M / month): + ``` + pip install authlib + ``` +- [Conda](https://anaconda.org/conda-forge/authlib) (📥 130K · ⏱️ 18.12.2023): + ``` + conda install -c conda-forge authlib + ``` +
+
django-allauth (🥈32 · ⭐ 8.9K) - Authentication app for Django that just works. MIT -- [GitHub](https://github.com/pennersr/django-allauth) (👨‍💻 590 · 🔀 2.5K · 📦 99K · 📋 1.9K - 15% open · ⏱️ 19.06.2022): +- [GitHub](https://github.com/pennersr/django-allauth) (👨‍💻 700 · 🔀 2.9K · 📦 220K · 📋 2.2K - 2% open · ⏱️ 09.05.2024): ``` git clone https://github.com/pennersr/django-allauth ``` -- [PyPi](https://pypi.org/project/django-allauth) (📥 560K / month): +- [PyPi](https://pypi.org/project/django-allauth) (📥 850K / month): ``` pip install django-allauth ``` -- [Conda](https://anaconda.org/conda-forge/django-allauth) (📥 76K · ⏱️ 07.06.2022): +- [Conda](https://anaconda.org/conda-forge/django-allauth) (📥 120K · ⏱️ 25.04.2024): ``` conda install -c conda-forge django-allauth ```
-
authlib (🥈34 · ⭐ 3.2K · 📈) - 一个强大的Python库，用来构建 OAuth 和 OpenID 服务端。包括：JWS, JWK, JWA, JWT。BSD-3 +
python-oauth2 (🥉27 · ⭐ 3K · 💀) - A fully tested, abstract interface to creating OAuth clients.. MIT -- [GitHub](https://github.com/lepture/authlib) (👨‍💻 84 · 🔀 320 · 📦 22K · 📋 330 - 12% open · ⏱️ 09.08.2022): +- [GitHub](https://github.com/joestump/python-oauth2) (👨‍💻 42 · 🔀 810 · 📦 11K · 📋 130 - 39% open · ⏱️ 12.02.2018): ``` - git clone https://github.com/lepture/authlib + git clone https://github.com/joestump/python-oauth2 ``` -- [PyPi](https://pypi.org/project/authlib) (📥 5.2M / month): +- [PyPi](https://pypi.org/project/python-oauth2) (📥 43K / month): ``` - pip install authlib + pip install python-oauth2 ``` -- [Conda](https://anaconda.org/conda-forge/authlib) (📥 81K · ⏱️ 07.04.2022): +- [Conda](https://anaconda.org/conda-forge/python-oauth2) (📥 90K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge authlib + conda install -c conda-forge python-oauth2 ```
-
python-social-auth (🥉28 · ⭐ 2.8K · 💀) - 一个设置简单的社会化验证方式。BSD-3 +
python-social-auth (🥉27 · ⭐ 2.8K · 💀) - An easy-to-setup social authentication mechanism. BSD-3 -- [GitHub](https://github.com/omab/python-social-auth) (👨‍💻 280 · 🔀 1.1K · 📦 5.4K · 📋 660 - 2% open · ⏱️ 04.02.2017): +- [GitHub](https://github.com/omab/python-social-auth) (👨‍💻 280 · 🔀 1K · 📦 6K · 📋 660 - 3% open · ⏱️ 04.02.2017): ``` git clone https://github.com/omab/python-social-auth ``` -- [PyPi](https://pypi.org/project/python-social-auth) (📥 30K / month): +- [PyPi](https://pypi.org/project/python-social-auth) (📥 44K / month): ``` pip install python-social-auth ``` @@ -744,46 +760,42 @@ _实现验证方案的库。_ conda install -c conda-forge python-social-auth ```
-
python-oauth2 (🥉27 · ⭐ 3K · 💀) - 一个完全测试的抽象接口。用来创建 OAuth 客户端和服务端。MIT +
django-oauth-toolkit (🥉24 · ⭐ 3K) - OAuth 2 goodies for Django. ❗Unlicensed -- [GitHub](https://github.com/joestump/python-oauth2) (👨‍💻 42 · 🔀 800 · 📦 9.6K · 📋 130 - 38% open · ⏱️ 12.02.2018): +- [GitHub](https://github.com/jazzband/django-oauth-toolkit) (👨‍💻 250 · 🔀 730 · 📋 820 - 20% open · ⏱️ 07.05.2024): ``` - git clone https://github.com/joestump/python-oauth2 + git clone https://github.com/evonove/django-oauth-toolkit ``` -- [PyPi](https://pypi.org/project/python-oauth2) (📥 42K / month): +- [PyPi](https://pypi.org/project/django-oauth-toolkit) (📥 760K / month): ``` - pip install python-oauth2 + pip install django-oauth-toolkit ``` -- [Conda](https://anaconda.org/conda-forge/python-oauth2) (📥 86K · ⏱️ 28.06.2019): +- [Conda](https://anaconda.org/conda-forge/django-oauth-toolkit) (📥 5.5K · ⏱️ 05.07.2023): ``` - conda install -c conda-forge python-oauth2 + conda install -c conda-forge django-oauth-toolkit ```
-
django-oauth-toolkit (🥉24 · ⭐ 2.6K) - 为 Django 用户准备的 OAuth2。❗Unlicensed +
python-jose (🥉17 · ⭐ 1.5K · 💤) - A JOSE implementation in Python. MIT -- [GitHub](https://github.com/jazzband/django-oauth-toolkit) (👨‍💻 210 · 🔀 660 · 📋 720 - 20% open · ⏱️ 06.08.2022): +- [GitHub](https://github.com/mpdavis/python-jose) (🔀 220 · 📋 150 - 49% open · ⏱️ 03.05.2023): ``` - git clone https://github.com/evonove/django-oauth-toolkit - ``` -- [PyPi](https://pypi.org/project/django-oauth-toolkit) (📥 350K / month): - ``` - pip install django-oauth-toolkit + git clone https://github.com/mpdavis/python-jose/ ``` -- [Conda](https://anaconda.org/conda-forge/django-oauth-toolkit): +- [Conda](https://anaconda.org/conda-forge/): ``` - conda install -c conda-forge django-oauth-toolkit + conda install -c conda-forge ```
-
python-jwt (🥉18 · ⭐ 200) - 一个用来生成和验证 JSON Web 令牌的模块。MIT +
python-jwt (🥉17 · ⭐ 220) - A module for generating and verifying JSON Web Tokens. MIT -- [GitHub](https://github.com/davedoesdev/python-jwt) (👨‍💻 5 · 🔀 23 · ⏱️ 03.07.2022): +- [GitHub](https://github.com/davedoesdev/python-jwt) (👨‍💻 5 · 🔀 27 · ⏱️ 13.11.2023): ``` git clone https://github.com/davedoesdev/python-jwt ``` -- [PyPi](https://pypi.org/project/python-jwt) (📥 230K / month): +- [PyPi](https://pypi.org/project/python-jwt) (📥 210K / month): ``` pip install python-jwt ``` @@ -792,51 +804,39 @@ _实现验证方案的库。_ conda install -c conda-forge python-jwt ```
-
python-jose (🥉17 · ⭐ 1.2K) - python 版 JOSE 实现。MIT - -- [GitHub](https://github.com/mpdavis/python-jose) (🔀 200 · 📋 130 - 41% open · ⏱️ 09.02.2022): - - ``` - git clone https://github.com/mpdavis/python-jose/ - ``` -- [Conda](https://anaconda.org/conda-forge/): - ``` - conda install -c conda-forge - ``` -

-## 构建工具 +## Build Tools -Back to top +Back to top -_将源码编译成软件。_ +_Compile software from source code._ -🔗 BitBake - 针对嵌入式 Linux 的类似 make 的构建工具。 +🔗 BitBake - A make-like build tool for embedded Linux. -🔗 buildout - 一个构建系统，从多个组件来创建，组装和部署应用。 +🔗 buildout - A build system for creating, assembling and deploying applications from multiple parts. -🔗 SCons - 软件构建工具。 +🔗 SCons - A software construction tool. -
pybuilder (🥇24 · ⭐ 1.4K) - 纯 Python 实现的持续化构建工具。Apache-2 +
pybuilder (🥇23 · ⭐ 1.6K) - A continuous build tool written in pure Python. Apache-2 -- [GitHub](https://github.com/pybuilder/pybuilder) (👨‍💻 38 · 🔀 230 · 📋 500 - 16% open · ⏱️ 20.08.2022): +- [GitHub](https://github.com/pybuilder/pybuilder) (👨‍💻 39 · 🔀 240 · 📋 510 - 17% open · ⏱️ 14.02.2024): ``` git clone https://github.com/pybuilder/pybuilder ``` -- [PyPi](https://pypi.org/project/pybuilder) (📥 28K / month): +- [PyPi](https://pypi.org/project/pybuilder) (📥 24K / month): ``` pip install pybuilder ``` -- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 19K · ⏱️ 11.08.2022): +- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 70K · ⏱️ 14.02.2024): ``` conda install -c conda-forge pybuilder ```
-
PlatformIO (🥉20 · ⭐ 6.1K) - 多平台命令行构建工具。Apache-2 +
PlatformIO (🥉20 · ⭐ 7.6K) - A console tool to build code with different development platforms. Apache-2 -- [GitHub](https://github.com/platformio/platformio-core) (👨‍💻 69 · 🔀 640 · 📋 3.8K - 3% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/platformio/platformio-core) (👨‍💻 85 · 🔀 750 · 📦 1 · 📋 4.1K - 4% open · ⏱️ 07.05.2024): ``` git clone https://github.com/platformio/platformio-core @@ -852,100 +852,100 @@ _将源码编译成软件。_

-## 内置类的增强版实现 +## Built-in Classes Enhancement -Back to top +Back to top -_一些 Python 内置类的增强版实现库。_ +_Libraries for enhancing Python built-in classes._ -🔗 dataclasses - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 dataclasses - (Python standard library) Data classes. -
attrs (🥇34 · ⭐ 4.4K) - 一个在类定义时可替换 `__init__`, `__eq__`, `__repr__`等方法的样板。MIT +
attrs (🥇36 · ⭐ 5.1K) - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class.. MIT -- [GitHub](https://github.com/python-attrs/attrs) (👨‍💻 130 · 🔀 300 · 📦 460K · 📋 580 - 17% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/python-attrs/attrs) (👨‍💻 160 · 🔀 360 · 📦 1M · 📋 700 - 18% open · ⏱️ 08.05.2024): ``` git clone https://github.com/python-attrs/attrs ``` -- [PyPi](https://pypi.org/project/attrs) (📥 120M / month): +- [PyPi](https://pypi.org/project/attrs) (📥 200M / month): ``` pip install attrs ``` -- [Conda](https://anaconda.org/conda-forge/attrs) (📥 19M · ⏱️ 31.07.2022): +- [Conda](https://anaconda.org/conda-forge/attrs) (📥 36M · ⏱️ 31.12.2023): ``` conda install -c conda-forge attrs ```
-
bidict (🥈27 · ⭐ 1.2K) - 高效的 Pythonic 的双向映射数据结构和相关功能。MPL-2.0 +
bidict (🥈28 · ⭐ 1.4K) - Efficient, Pythonic bidirectional map data structures and related.. MPL-2.0 -- [GitHub](https://github.com/jab/bidict) (👨‍💻 12 · 🔀 48 · 📦 8.6K · 📋 52 - 7% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/jab/bidict) (👨‍💻 15 · 🔀 63 · 📥 53 · 📦 25K · 📋 60 - 1% open · ⏱️ 04.05.2024): ``` git clone https://github.com/jab/bidict ``` -- [PyPi](https://pypi.org/project/bidict) (📥 850K / month): +- [PyPi](https://pypi.org/project/bidict) (📥 2.7M / month): ``` pip install bidict ``` -- [Conda](https://anaconda.org/conda-forge/bidict) (📥 140K · ⏱️ 24.03.2022): +- [Conda](https://anaconda.org/conda-forge/bidict) (📥 400K · ⏱️ 18.02.2024): ``` conda install -c conda-forge bidict ```
-
Box (🥉16 · ⭐ 2K) - 具有高级点符号访问权限的 Python 字典。MIT +
DottedDict (🥉18 · ⭐ 180 · 💀) - A library that provides a method of accessing lists and dicts with.. MIT -- [GitHub](https://github.com/cdgriffith/Box) (🔀 83 · 📥 30 · 📋 140 - 14% open · ⏱️ 02.04.2022): +- [GitHub](https://github.com/carlosescri/DottedDict) (👨‍💻 4 · 🔀 22 · 📥 100 · 📦 99 · 📋 9 - 77% open · ⏱️ 30.10.2015): ``` - git clone https://github.com/cdgriffith/Box + git clone https://github.com/carlosescri/DottedDict ``` -- [PyPi](https://pypi.org/project/Box): +- [PyPi](https://pypi.org/project/DottedDict) (📥 200 / month): ``` - pip install Box + pip install DottedDict ``` -- [Conda](https://anaconda.org/conda-forge/Box): +- [Conda](https://anaconda.org/conda-forge/DottedDict): ``` - conda install -c conda-forge Box + conda install -c conda-forge DottedDict ```
-
DottedDict (🥉16 · ⭐ 150 · 💀) - 提供一种使用点路径符号访问列表和字典的方法的库。MIT +
Box (🥉15 · ⭐ 2.4K · 💤) - Python dictionaries with advanced dot notation access. MIT -- [GitHub](https://github.com/carlosescri/DottedDict) (👨‍💻 3 · 🔀 17 · 📥 62 · 📦 63 · 📋 9 - 77% open · ⏱️ 30.10.2015): +- [GitHub](https://github.com/cdgriffith/Box) (🔀 96 · 📥 39 · 📋 160 - 13% open · ⏱️ 26.08.2023): ``` - git clone https://github.com/carlosescri/DottedDict + git clone https://github.com/cdgriffith/Box ``` -- [PyPi](https://pypi.org/project/DottedDict) (📥 23 / month): +- [PyPi](https://pypi.org/project/Box): ``` - pip install DottedDict + pip install Box ``` -- [Conda](https://anaconda.org/conda-forge/DottedDict): +- [Conda](https://anaconda.org/conda-forge/Box): ``` - conda install -c conda-forge DottedDict + conda install -c conda-forge Box ```

## CMS -Back to top +Back to top -_内容管理系统。_ +_Content Management Systems._ -🔗 django-cms - 一个开源的，企业级 CMS，基于 Django。 +🔗 django-cms - An Open source enterprise CMS based on the Django. -🔗 plone - 一个构建于开源应用服务器 Zope 之上的 CMS。 +🔗 plone - A CMS built on top of the open source application server Zope. -🔗 wagtail - 一个 Django 内容管理系统。 +🔗 wagtail - A Django content management system. -
mezzanine (🥇25 · ⭐ 4.5K) - 一个强大的，持续的，灵活的内容管理平台。BSD-2 +
mezzanine (🥇24 · ⭐ 4.7K · 💀) - A powerful, consistent, and flexible content management platform. BSD-2 -- [GitHub](https://github.com/stephenmcd/mezzanine) (👨‍💻 320 · 🔀 1.5K · 📋 1K - 3% open · ⏱️ 03.07.2022): +- [GitHub](https://github.com/stephenmcd/mezzanine) (👨‍💻 330 · 🔀 1.6K · 📋 1.1K - 3% open · ⏱️ 02.11.2022): ``` git clone https://github.com/stephenmcd/mezzanine ``` -- [PyPi](https://pypi.org/project/mezzanine) (📥 3.7K / month): +- [PyPi](https://pypi.org/project/mezzanine) (📥 6.8K / month): ``` pip install mezzanine ``` @@ -954,14 +954,14 @@ _内容管理系统。_ conda install -c conda-forge mezzanine ```
-
indico (🥈22 · ⭐ 1.4K) - 一个功能丰富的事件管理系统，由 @[CERN](https://en.wikipedia.org/wiki/CERN) 开发。MIT +
indico (🥇24 · ⭐ 1.7K) - A feature-rich event management system, made @.. MIT -- [GitHub](https://github.com/indico/indico) (👨‍💻 130 · 🔀 330 · 📥 2.9K · 📋 3.3K - 18% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/indico/indico) (👨‍💻 150 · 🔀 400 · 📥 3K · 📋 3.5K - 19% open · ⏱️ 08.05.2024): ``` git clone https://github.com/indico/indico ``` -- [PyPi](https://pypi.org/project/indico) (📥 930 / month): +- [PyPi](https://pypi.org/project/indico) (📥 2.3K / month): ``` pip install indico ``` @@ -970,14 +970,14 @@ _内容管理系统。_ conda install -c conda-forge indico ```
-
Kotti (🥉19 · ⭐ 390) - 一个高级的，Python 范的 web 应用框架，基于 Pyramid 构建。❗Unlicensed +
Kotti (🥉18 · ⭐ 410 · 💀) - A high-level, Pythonic web application framework built on Pyramid. ❗Unlicensed -- [GitHub](https://github.com/Kotti/Kotti) (👨‍💻 66 · 🔀 110 · 📦 220 · 📋 210 - 20% open · ⏱️ 03.07.2022): +- [GitHub](https://github.com/Kotti/Kotti) (👨‍💻 66 · 🔀 120 · 📦 230 · 📋 210 - 20% open · ⏱️ 03.07.2022): ``` git clone https://github.com/Kotti/Kotti ``` -- [PyPi](https://pypi.org/project/Kotti) (📥 320 / month): +- [PyPi](https://pypi.org/project/Kotti) (📥 1K / month): ``` pip install Kotti ``` @@ -986,14 +986,14 @@ _内容管理系统。_ conda install -c conda-forge Kotti ```
-
feincms (🥉16 · ⭐ 840) - 基于 Django 构建的最先进的内容管理系统之一。BSD-3 +
feincms (🥉16 · ⭐ 910) - One of the most advanced Content Management Systems built on Django. BSD-3 -- [GitHub](https://github.com/feincms/feincms) (👨‍💻 140 · 🔀 220 · 📋 440 - 5% open · ⏱️ 04.07.2022): +- [GitHub](https://github.com/feincms/feincms) (👨‍💻 140 · 🔀 210 · 📋 440 - 5% open · ⏱️ 18.04.2024): ``` git clone https://github.com/feincms/feincms ``` -- [PyPi](https://pypi.org/project/feincms) (📥 4K / month): +- [PyPi](https://pypi.org/project/feincms) (📥 6.6K / month): ``` pip install feincms ``` @@ -1002,14 +1002,14 @@ _内容管理系统。_ conda install -c conda-forge feincms ```
-
quokka (🥉14 · ⭐ 2.2K · 💀) - 灵活，可扩展的小型 CMS，基于 Flask 和 MongoDB。❗Unlicensed +
quokka (🥉15 · ⭐ 2.2K · 💀) - Flexible, extensible, small CMS powered by Flask and MongoDB. ❗Unlicensed - [GitHub](https://github.com/quokkaproject/quokka) (👨‍💻 9 · 🔀 440 · 📋 420 - 15% open · ⏱️ 06.03.2019): ``` git clone https://github.com/rochacbruno/quokka ``` -- [PyPi](https://pypi.org/project/quokka) (📥 78 / month): +- [PyPi](https://pypi.org/project/quokka) (📥 200 / month): ``` pip install quokka ``` @@ -1020,74 +1020,74 @@ _内容管理系统。_

-## 缓存 +## Caching -Back to top +Back to top -_缓存数据的库。_ +_Libraries for caching data._ -🔗 dogpile.cache - dogpile.cache 是 Beaker 的下一代替代品，由同一作者开发。 +🔗 dogpile.cache - dogpile.cache is next generation replacement for Beaker made by same authors. -🔗 HermesCache - Python 缓存库，具有基于标签的失效和 dogpile effect 保护功能。 +🔗 HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention. -🔗 python-diskcache - SQLite 和文件支持的缓存后端，具有比 memcached 和 redis 更快的查找速度。 +🔗 python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis. -
pylibmc (🥇27 · ⭐ 460) - libmemcached 接口的 Python 封装。BSD-3 +
django-cacheops (🥇27 · ⭐ 2K) - A slick ORM cache with automatic granular event-driven.. BSD-3 -- [GitHub](https://github.com/lericson/pylibmc) (👨‍💻 52 · 🔀 120 · 📦 4.1K · 📋 190 - 11% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/Suor/django-cacheops) (👨‍💻 67 · 🔀 210 · 📦 1.2K · 📋 330 - 4% open · ⏱️ 12.03.2024): ``` - git clone https://github.com/lericson/pylibmc + git clone https://github.com/Suor/django-cacheops ``` -- [PyPi](https://pypi.org/project/pylibmc) (📥 180K / month): +- [PyPi](https://pypi.org/project/django-cacheops) (📥 160K / month): ``` - pip install pylibmc + pip install django-cacheops ``` -- [Conda](https://anaconda.org/conda-forge/pylibmc) (📥 180K · ⏱️ 05.08.2022): +- [Conda](https://anaconda.org/conda-forge/django-cacheops): ``` - conda install -c conda-forge pylibmc + conda install -c conda-forge django-cacheops ```
-
django-cacheops (🥈26 · ⭐ 1.7K) - 具有自动颗粒化事件驱动失效功能的 ORM。BSD-3 +
beaker (🥈26 · ⭐ 510) - A WSGI middleware for sessions and caching. ❗Unlicensed -- [GitHub](https://github.com/Suor/django-cacheops) (👨‍💻 64 · 🔀 190 · 📦 740 · 📋 300 - 7% open · ⏱️ 11.07.2022): +- [GitHub](https://github.com/bbangert/beaker) (👨‍💻 91 · 🔀 140 · 📦 5.3K · 📋 130 - 53% open · ⏱️ 11.04.2024): ``` - git clone https://github.com/Suor/django-cacheops + git clone https://github.com/bbangert/beaker ``` -- [PyPi](https://pypi.org/project/django-cacheops) (📥 130K / month): +- [PyPi](https://pypi.org/project/beaker) (📥 250K / month): ``` - pip install django-cacheops + pip install beaker ``` -- [Conda](https://anaconda.org/conda-forge/django-cacheops): +- [Conda](https://anaconda.org/conda-forge/beaker) (📥 74K · ⏱️ 12.04.2024): ``` - conda install -c conda-forge django-cacheops + conda install -c conda-forge beaker ```
-
beaker (🥉24 · ⭐ 490 · 💤) - 一个缓存和会话库，可以用在 web 应用和独立 Python 脚本和应用上。❗Unlicensed +
pylibmc (🥈26 · ⭐ 480 · 💤) - A Python wrapper around the.. BSD-3 -- [GitHub](https://github.com/bbangert/beaker) (👨‍💻 86 · 🔀 130 · 📦 3.7K · 📋 120 - 53% open · ⏱️ 07.12.2021): +- [GitHub](https://github.com/lericson/pylibmc) (👨‍💻 54 · 🔀 120 · 📥 600 · 📦 5K · 📋 190 - 11% open · ⏱️ 11.10.2023): ``` - git clone https://github.com/bbangert/beaker + git clone https://github.com/lericson/pylibmc ``` -- [PyPi](https://pypi.org/project/beaker) (📥 320K / month): +- [PyPi](https://pypi.org/project/pylibmc) (📥 270K / month): ``` - pip install beaker + pip install pylibmc ``` -- [Conda](https://anaconda.org/conda-forge/beaker) (📥 62K · ⏱️ 27.08.2019): +- [Conda](https://anaconda.org/conda-forge/pylibmc) (📥 220K · ⏱️ 26.09.2023): ``` - conda install -c conda-forge beaker + conda install -c conda-forge pylibmc ```
-
django-cache-machine (🥉22 · ⭐ 840) - Django 模型的自动缓存和失效。BSD-3 +
django-cache-machine (🥉22 · ⭐ 870 · 💀) - Automatic caching and invalidation for Django models. BSD-3 -- [GitHub](https://github.com/django-cache-machine/django-cache-machine) (👨‍💻 27 · 🔀 150 · 📦 230 · 📋 71 - 21% open · ⏱️ 06.07.2022): +- [GitHub](https://github.com/django-cache-machine/django-cache-machine) (👨‍💻 27 · 🔀 150 · 📦 280 · 📋 75 - 25% open · ⏱️ 20.02.2023): ``` git clone https://github.com/django-cache-machine/django-cache-machine ``` -- [PyPi](https://pypi.org/project/django-cache-machine) (📥 7.4K / month): +- [PyPi](https://pypi.org/project/django-cache-machine) (📥 11K / month): ``` pip install django-cache-machine ``` @@ -1098,15 +1098,15 @@ _缓存数据的库。_

-## 聊天工具 +## ChatOps Tools -Back to top +Back to top -_聊天机器人开发相关的库。_ +_Libraries for chatbot development._ -
errbot (🥇21 · ⭐ 2.7K) - 实现 ChatOps 的最简单最受欢迎的聊天机器人。❗️GPL-3.0 +
errbot (🥇22 · ⭐ 3.1K) - The easiest and most popular chatbot to implement ChatOps. ❗️GPL-3.0 -- [GitHub](https://github.com/errbotio/errbot) (🔀 560 · 📦 260 · 📋 750 - 7% open · ⏱️ 21.07.2022): +- [GitHub](https://github.com/errbotio/errbot) (🔀 590 · 📦 320 · 📋 780 - 6% open · ⏱️ 27.01.2024): ``` git clone https://github.com/errbotio/errbot/ @@ -1118,62 +1118,78 @@ _聊天机器人开发相关的库。_

-## 代码分析和 Lint 工具 +## Code Analysis -Back to top +Back to top -_进行代码分析、解析和操作代码库的库和工具。_ +_Tools of static analysis, linters and code quality checkers._ -🔗 flake8 - 模块化源码检查工具，提供与 `pycodestyle`、`pyflakes` 、McCabe 相关的装饰器。 +🔗 flake8 - A wrapper around `pycodestyle`, `pyflakes` and McCabe. -🔗 awesome-flake8-extensions ( ⭐ 860) - A curated awesome list of flake8 extensions. Feel free to.. +🔗 awesome-flake8-extensions ( ⭐ 1.2K) - A curated awesome list of flake8 extensions. Feel free to.. -🔗 pylint - 一个完全可定制的源码分析器。 +🔗 pylint - A fully customizable source code analyzer. -🔗 awesome-python-typing ( ⭐ 1.1K) - Collection of awesome Python types, stubs, plugins, and tools to.. +🔗 awesome-python-typing ( ⭐ 1.6K) - Collection of awesome Python types, stubs, plugins, and tools to.. -🔗 mypy - 在编译期间检查变量类型。 +🔗 mypy - Check variable types during compile time. -
black (🥇35 · ⭐ 29K) - 一个坚定的 Python 代码格式化工具。MIT +
black (🥇37 · ⭐ 37K) - The uncompromising Python code formatter. MIT -- [GitHub](https://github.com/psf/black) (👨‍💻 330 · 🔀 1.7K · 📥 24K · 📦 180K · 📋 2K - 16% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/psf/black) (👨‍💻 450 · 🔀 2.3K · 📥 88K · 📦 490K · 📋 2.6K - 13% open · ⏱️ 07.05.2024): ``` git clone https://github.com/python/black ``` -- [PyPi](https://pypi.org/project/black) (📥 15M / month): +- [PyPi](https://pypi.org/project/black) (📥 38M / month): ``` pip install black ``` -- [Conda](https://anaconda.org/conda-forge/black) (📥 4.7M · ⏱️ 06.08.2022): +- [Conda](https://anaconda.org/conda-forge/black) (📥 10M · ⏱️ 26.04.2024): ``` conda install -c conda-forge black ```
-
isort (🥇32 · ⭐ 5.1K) - 用于纠正包导入顺序的 Python 库。MIT +
isort (🥇35 · ⭐ 6.3K) - A Python utility / library to sort imports. MIT -- [GitHub](https://github.com/PyCQA/isort) (👨‍💻 260 · 🔀 460 · 📦 270K · 📋 1.1K - 8% open · ⏱️ 20.05.2022): +- [GitHub](https://github.com/PyCQA/isort) (👨‍💻 290 · 🔀 550 · 📦 470K · 📋 1.3K - 15% open · ⏱️ 15.01.2024): ``` git clone https://github.com/timothycrosley/isort ``` -- [PyPi](https://pypi.org/project/isort) (📥 21M / month): +- [PyPi](https://pypi.org/project/isort) (📥 38M / month): ``` pip install isort ``` -- [Conda](https://anaconda.org/conda-forge/isort) (📥 3.5M · ⏱️ 09.11.2021): +- [Conda](https://anaconda.org/conda-forge/isort) (📥 5.8M · ⏱️ 14.12.2023): ``` conda install -c conda-forge isort ```
-
wemake-python-styleguide (🥇32 · ⭐ 2K) - 有史以来最严格的 Python 代码审查工具。MIT +
yapf (🥈32 · ⭐ 14K) - Yet another Python code formatter from Google. Apache-2 + +- [GitHub](https://github.com/google/yapf) (👨‍💻 150 · 🔀 870 · 📦 93K · 📋 840 - 44% open · ⏱️ 01.04.2024): + + ``` + git clone https://github.com/google/yapf + ``` +- [PyPi](https://pypi.org/project/yapf) (📥 5.3M / month): + ``` + pip install yapf + ``` +- [Conda](https://anaconda.org/conda-forge/yapf) (📥 1.8M · ⏱️ 26.07.2023): + ``` + conda install -c conda-forge yapf + ``` +
+
wemake-python-styleguide (🥈32 · ⭐ 2.4K) - The strictest and most opinionated python linter ever. MIT -- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨‍💻 170 · 🔀 340 · 📦 4.9K · 📋 1K - 9% open · ⏱️ 16.08.2022): +- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨‍💻 180 · 🔀 380 · 📦 16K · 📋 1.1K - 10% open · ⏱️ 07.05.2024): ``` git clone https://github.com/wemake-services/wemake-python-styleguide ``` -- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 220K / month): +- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 180K / month): ``` pip install wemake-python-styleguide ``` @@ -1182,62 +1198,62 @@ _进行代码分析、解析和操作代码库的库和工具。_ conda install -c conda-forge wemake-python-styleguide ```
-
yapf (🥈29 · ⭐ 13K) - Google 的 Python 代码格式化工具。Apache-2 +
prospector (🥈30 · ⭐ 1.9K) - A tool to analyse Python code. ❗️GPL-2.0 -- [GitHub](https://github.com/google/yapf) (👨‍💻 140 · 🔀 830 · 📦 36K · 📋 750 - 46% open · ⏱️ 01.03.2022): +- [GitHub](https://github.com/landscapeio/prospector) (👨‍💻 90 · 🔀 170 · 📦 4.8K · 📋 380 - 16% open · ⏱️ 16.04.2024): ``` - git clone https://github.com/google/yapf + git clone https://github.com/PyCQA/prospector ``` -- [PyPi](https://pypi.org/project/yapf) (📥 2.1M / month): +- [PyPi](https://pypi.org/project/prospector) (📥 1M / month): ``` - pip install yapf + pip install prospector ``` -- [Conda](https://anaconda.org/conda-forge/yapf) (📥 1.1M · ⏱️ 06.01.2022): +- [Conda](https://anaconda.org/conda-forge/prospector) (📥 110K · ⏱️ 19.10.2023): ``` - conda install -c conda-forge yapf + conda install -c conda-forge prospector ```
-
pylama (🥈26 · ⭐ 920) - Python 和 JavaScript 的代码审查工具。MIT +
vulture (🥈27 · ⭐ 3.1K) - A tool for finding and analysing dead Python code. MIT -- [GitHub](https://github.com/klen/pylama) (👨‍💻 46 · 🔀 89 · 📦 4.2K · 📋 130 - 30% open · ⏱️ 08.08.2022): +- [GitHub](https://github.com/jendrikseipp/vulture) (👨‍💻 42 · 🔀 140 · 📦 4.5K · 📋 200 - 11% open · ⏱️ 05.05.2024): ``` - git clone https://github.com/klen/pylama + git clone https://github.com/jendrikseipp/vulture ``` -- [PyPi](https://pypi.org/project/pylama) (📥 120K / month): +- [PyPi](https://pypi.org/project/vulture) (📥 560K / month): ``` - pip install pylama + pip install vulture ``` -- [Conda](https://anaconda.org/conda-forge/pylama) (📥 84K · ⏱️ 18.05.2019): +- [Conda](https://anaconda.org/conda-forge/vulture) (📥 80K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge pylama + conda install -c conda-forge vulture ```
-
vulture (🥈25 · ⭐ 2.2K) - 用于发现和分析无效 Python 代码的工具。MIT +
pylama (🥉25 · ⭐ 1K · 💀) - A code audit tool for Python and JavaScript. MIT -- [GitHub](https://github.com/jendrikseipp/vulture) (👨‍💻 33 · 🔀 100 · 📦 1.9K · 📋 160 - 10% open · ⏱️ 27.07.2022): +- [GitHub](https://github.com/klen/pylama) (👨‍💻 46 · 🔀 96 · 📦 6.4K · 📋 150 - 37% open · ⏱️ 08.08.2022): ``` - git clone https://github.com/jendrikseipp/vulture + git clone https://github.com/klen/pylama ``` -- [PyPi](https://pypi.org/project/vulture) (📥 350K / month): +- [PyPi](https://pypi.org/project/pylama) (📥 210K / month): ``` - pip install vulture + pip install pylama ``` -- [Conda](https://anaconda.org/conda-forge/vulture) (📥 57K · ⏱️ 20.05.2022): +- [Conda](https://anaconda.org/conda-forge/pylama) (📥 95K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge vulture + conda install -c conda-forge pylama ```
-
pyre-check (🥉23 · ⭐ 6K) - 性能类型检查。MIT +
pyre-check (🥉24 · ⭐ 6.7K) - Performant type checking. MIT -- [GitHub](https://github.com/facebook/pyre-check) (👨‍💻 210 · 🔀 370 · 📋 310 - 28% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/facebook/pyre-check) (👨‍💻 260 · 🔀 420 · 📦 21 · 📋 390 - 32% open · ⏱️ 08.05.2024): ``` git clone https://github.com/facebook/pyre-check ``` -- [PyPi](https://pypi.org/project/pyre-check) (📥 110K / month): +- [PyPi](https://pypi.org/project/pyre-check) (📥 82K / month): ``` pip install pyre-check ``` @@ -1246,30 +1262,46 @@ _进行代码分析、解析和操作代码库的库和工具。_ conda install -c conda-forge pyre-check ```
-
prospector (🥉23 · ⭐ 1.7K) - 分析 Python 代码的工具。❗️GPL-2.0 +
pytype (🥉24 · ⭐ 4.6K) - Pytype checks and infers types for Python code - without.. ❗Unlicensed -- [GitHub](https://github.com/PyCQA/prospector) (👨‍💻 79 · 🔀 140 · 📋 320 - 12% open · ⏱️ 14.08.2022): +- [GitHub](https://github.com/google/pytype) (👨‍💻 100 · 🔀 260 · 📦 3.5K · 📋 700 - 22% open · ⏱️ 24.04.2024): ``` - git clone https://github.com/PyCQA/prospector + git clone https://github.com/google/pytype ``` -- [PyPi](https://pypi.org/project/prospector) (📥 410K / month): +- [PyPi](https://pypi.org/project/pytype) (📥 500K / month): ``` - pip install prospector + pip install pytype ``` -- [Conda](https://anaconda.org/conda-forge/prospector) (📥 35K · ⏱️ 10.03.2022): +- [Conda](https://anaconda.org/conda-forge/pytype) (📥 200K · ⏱️ 10.02.2024): ``` - conda install -c conda-forge prospector + conda install -c conda-forge pytype ```
-
pycallgraph (🥉22 · ⭐ 1.7K · 💀) - 这个库可以把你的 Python 应用的流程(调用图)进行可视化。❗️GPL-2.0 +
code2flow (🥉22 · ⭐ 3.7K · 💀) - Turn your Python and JavaScript code into DOT flowcharts. MIT -- [GitHub](https://github.com/gak/pycallgraph) (👨‍💻 23 · 🔀 270 · 📦 360 · 📋 160 - 30% open · ⏱️ 28.02.2018): +- [GitHub](https://github.com/scottrogowski/code2flow) (👨‍💻 10 · 🔀 270 · 📦 48 · 📋 68 - 33% open · ⏱️ 08.01.2023): + + ``` + git clone https://github.com/scottrogowski/code2flow + ``` +- [PyPi](https://pypi.org/project/code2flow) (📥 21K / month): + ``` + pip install code2flow + ``` +- [Conda](https://anaconda.org/conda-forge/code2flow) (📥 3.9K · ⏱️ 18.06.2023): + ``` + conda install -c conda-forge code2flow + ``` +
+
pycallgraph (🥉22 · ⭐ 1.8K) - A library that visualises the flow (call graph) of your Python.. ❗️GPL-2.0 + +- [GitHub](https://github.com/gak/pycallgraph) (👨‍💻 23 · 🔀 290 · 📦 420 · 📋 160 - 30% open · ⏱️ 09.04.2024): ``` git clone https://github.com/gak/pycallgraph ``` -- [PyPi](https://pypi.org/project/pycallgraph) (📥 25K / month): +- [PyPi](https://pypi.org/project/pycallgraph) (📥 4.7K / month): ``` pip install pycallgraph ``` @@ -1278,25 +1310,25 @@ _进行代码分析、解析和操作代码库的库和工具。_ conda install -c conda-forge pycallgraph ```
-
code2flow (🥉20 · ⭐ 2.6K) - 把你的 Python 和 JavaScript 代码转换为流程图。MIT +
MonkeyType (🥉18 · ⭐ 4.6K) - A system for Python that generates static type annotations.. ❗Unlicensed -- [GitHub](https://github.com/scottrogowski/code2flow) (👨‍💻 9 · 🔀 210 · 📦 10 · 📋 44 - 9% open · ⏱️ 25.07.2022): +- [GitHub](https://github.com/Instagram/MonkeyType) (👨‍💻 50 · 🔀 170 · 📋 180 - 24% open · ⏱️ 07.05.2024): ``` - git clone https://github.com/scottrogowski/code2flow + git clone https://github.com/Instagram/MonkeyType ``` -- [PyPi](https://pypi.org/project/code2flow) (📥 1.5K / month): +- [PyPi](https://pypi.org/project/MonkeyType) (📥 230K / month): ``` - pip install code2flow + pip install MonkeyType ``` -- [Conda](https://anaconda.org/conda-forge/code2flow) (📥 1K · ⏱️ 25.03.2022): +- [Conda](https://anaconda.org/conda-forge/MonkeyType) (📥 59K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge code2flow + conda install -c conda-forge MonkeyType ```
-
coala (🥉19 · ⭐ 3.4K · 💀) - 语言独立和易于扩展的代码分析应用程序。❗️AGPL-3.0 +
coala (🥉18 · ⭐ 3.5K · 💀) - Language independent and easily extendable code analysis.. ❗️AGPL-3.0 -- [GitHub](https://github.com/coala/coala) (🔀 1.3K · 📥 150 · 📦 10 · 📋 3K - 21% open · ⏱️ 11.06.2021): +- [GitHub](https://github.com/coala/coala) (🔀 1.3K · 📥 180 · 📦 13 · 📋 3K - 21% open · ⏱️ 11.06.2021): ``` git clone https://github.com/coala/coala/ @@ -1306,14 +1338,14 @@ _进行代码分析、解析和操作代码库的库和工具。_ conda install -c conda-forge ```
-
pyannotate (🥉19 · ⭐ 1.3K · 💤) - 自动生成符合 PEP-484 的注解。Apache-2 +
pyannotate (🥉18 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2 -- [GitHub](https://github.com/dropbox/pyannotate) (👨‍💻 17 · 🔀 56 · 📦 75 · 📋 59 - 44% open · ⏱️ 12.10.2021): +- [GitHub](https://github.com/dropbox/pyannotate) (👨‍💻 17 · 🔀 57 · 📦 130 · 📋 60 - 45% open · ⏱️ 12.10.2021): ``` git clone https://github.com/dropbox/pyannotate ``` -- [PyPi](https://pypi.org/project/pyannotate) (📥 4.4K / month): +- [PyPi](https://pypi.org/project/pyannotate) (📥 6.1K / month): ``` pip install pyannotate ``` @@ -1322,30 +1354,14 @@ _进行代码分析、解析和操作代码库的库和工具。_ conda install -c conda-forge pyannotate ```
-
pytype (🥉18 · ⭐ 3.9K) - 检查和推断 Python 代码中的类型，无需添加注解。❗Unlicensed - -- [GitHub](https://github.com/google/pytype) (👨‍💻 81 · 🔀 240 · 📋 550 - 18% open · ⏱️ 25.08.2022): - - ``` - git clone https://github.com/google/pytype - ``` -- [PyPi](https://pypi.org/project/pytype) (📥 280K / month): - ``` - pip install pytype - ``` -- [Conda](https://anaconda.org/conda-forge/pytype) (📥 99K · ⏱️ 24.08.2022): - ``` - conda install -c conda-forge pytype - ``` -
-
typeshed (🥉17 · ⭐ 3.1K) - 带有静态类型的Python库存根的集合。❗Unlicensed +
typeshed (🥉15 · ⭐ 4.1K) - Collection of library stubs for Python, with static types. ❗Unlicensed -- [GitHub](https://github.com/python/typeshed) (👨‍💻 1.2K · 🔀 1.3K · 📋 1.8K - 7% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/python/typeshed) (👨‍💻 1.4K · 🔀 1.6K · 📋 2.4K - 7% open · ⏱️ 09.05.2024): ``` git clone https://github.com/python/typeshed ``` -- [PyPi](https://pypi.org/project/typeshed) (📥 1 / month): +- [PyPi](https://pypi.org/project/typeshed): ``` pip install typeshed ``` @@ -1354,200 +1370,168 @@ _进行代码分析、解析和操作代码库的库和工具。_ conda install -c conda-forge typeshed ```
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MonkeyType (🥉16 · ⭐ 3.9K) - 通过收集运行时的类型来为 Python 生成静态类型注释的系统。❗Unlicensed - -- [GitHub](https://github.com/Instagram/MonkeyType) (👨‍💻 42 · 🔀 140 · 📋 160 - 23% open · ⏱️ 04.07.2022): - - ``` - git clone https://github.com/Instagram/MonkeyType - ``` -- [PyPi](https://pypi.org/project/MonkeyType) (📥 58K / month): - ``` - pip install MonkeyType - ``` -- [Conda](https://anaconda.org/conda-forge/MonkeyType) (📥 42K · ⏱️ 19.02.2022): - ``` - conda install -c conda-forge MonkeyType - ``` -

-## 命令行工具 +## Command-line Interface Development -Back to top +Back to top -_用于创建命令行程序的库。_ +_Libraries for building command-line applications._ -🔗 cement - Python 的命令行程序框架。 +🔗 cement - CLI Application Framework for Python. -🔗 click - 一个通过组合的方式来创建精美命令行界面的包。 +🔗 click - A package for creating beautiful command line interfaces in a composable way. -🔗 cliff - 一个用于创建命令行程序的框架，可以创建具有多层命令的命令行程序。 +🔗 cliff - A framework for creating command-line programs with multi-level commands. -🔗 docopt - Python 风格的命令行参数解析器。 +🔗 docopt - Pythonic command line arguments parser. -🔗 colorama - 跨平台彩色终端文本。 +🔗 colorama - Cross-platform colored terminal text. -
rich (🥇37 · ⭐ 39K) - 一个在终端中支持富文本和格式美化的 Python 库， 同时提供了`RichHandler`日志处理程序。MIT +
rich (🥇39 · ⭐ 47K) - Python library for rich text and beautiful formatting in the terminal. Also.. MIT -- [GitHub](https://github.com/Textualize/rich) (👨‍💻 180 · 🔀 1.3K · 📦 27K · 📋 890 - 8% open · ⏱️ 17.08.2022): +- [GitHub](https://github.com/Textualize/rich) (👨‍💻 240 · 🔀 1.7K · 📦 200K · 📋 1.3K - 14% open · ⏱️ 01.05.2024): ``` git clone https://github.com/willmcgugan/rich ``` -- [PyPi](https://pypi.org/project/rich) (📥 13M / month): +- [PyPi](https://pypi.org/project/rich) (📥 59M / month): ``` pip install rich ``` -- [Conda](https://anaconda.org/conda-forge/rich) (📥 1.5M · ⏱️ 11.07.2022): +- [Conda](https://anaconda.org/conda-forge/rich) (📥 6.7M · ⏱️ 28.02.2024): ``` conda install -c conda-forge rich ```
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tqdm (🥈36 · ⭐ 23K) - 一个可在循环和命令行中使用的快速、可扩展的进度条。❗Unlicensed +
tqdm (🥈37 · ⭐ 28K) - Fast, extensible progress bar for loops and CLI. ❗Unlicensed -- [GitHub](https://github.com/tqdm/tqdm) (👨‍💻 110 · 🔀 1.1K · 📥 9.6K · 📦 320K · 📋 840 - 34% open · ⏱️ 04.04.2022): +- [GitHub](https://github.com/tqdm/tqdm) (👨‍💻 120 · 🔀 1.3K · 📥 11K · 📦 720K · 📋 980 - 40% open · ⏱️ 02.05.2024): ``` git clone https://github.com/tqdm/tqdm ``` -- [PyPi](https://pypi.org/project/tqdm) (📥 42M / month): +- [PyPi](https://pypi.org/project/tqdm) (📥 98M / month): ``` pip install tqdm ``` -- [Conda](https://anaconda.org/conda-forge/tqdm) (📥 13M · ⏱️ 04.04.2022): +- [Conda](https://anaconda.org/conda-forge/tqdm) (📥 26M · ⏱️ 04.05.2024): ``` conda install -c conda-forge tqdm ```
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asciimatics (🥈27 · ⭐ 3.1K) - 跨平台，全屏终端包（即鼠标/键盘输入和彩色，定位文本输出），完整的复杂动画和特殊效果的高级 API。Apache-2 +
python-fire (🥈28 · ⭐ 26K) - A library for creating command line interfaces from.. ❗Unlicensed -- [GitHub](https://github.com/peterbrittain/asciimatics) (👨‍💻 40 · 🔀 230 · 📦 680 · 📋 280 - 8% open · ⏱️ 03.07.2022): +- [GitHub](https://github.com/google/python-fire) (👨‍💻 65 · 🔀 1.4K · 📦 33K · 📋 310 - 38% open · ⏱️ 05.04.2024): ``` - git clone https://github.com/peterbrittain/asciimatics + git clone https://github.com/google/python-fire ``` -- [PyPi](https://pypi.org/project/asciimatics) (📥 40K / month): +- [PyPi](https://pypi.org/project/python-fire) (📥 430 / month): ``` - pip install asciimatics + pip install python-fire ``` -- [Conda](https://anaconda.org/conda-forge/asciimatics) (📥 110K · ⏱️ 15.11.2021): +- [Conda](https://anaconda.org/conda-forge/python-fire): ``` - conda install -c conda-forge asciimatics + conda install -c conda-forge python-fire ```
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python-fire (🥉25 · ⭐ 23K) - Google 出品的一个基于 Python 类的构建命令行界面的库。❗Unlicensed +
asciimatics (🥈28 · ⭐ 3.5K) - A package to create full-screen text UIs (from interactive.. Apache-2 -- [GitHub](https://github.com/google/python-fire) (👨‍💻 49 · 🔀 1.3K · 📦 14K · 📋 260 - 38% open · ⏱️ 16.04.2022): +- [GitHub](https://github.com/peterbrittain/asciimatics) (👨‍💻 45 · 🔀 240 · 📦 990 · 📋 300 - 8% open · ⏱️ 24.04.2024): ``` - git clone https://github.com/google/python-fire + git clone https://github.com/peterbrittain/asciimatics ``` -- [PyPi](https://pypi.org/project/python-fire) (📥 89 / month): +- [PyPi](https://pypi.org/project/asciimatics) (📥 21K / month): ``` - pip install python-fire + pip install asciimatics ``` -- [Conda](https://anaconda.org/conda-forge/python-fire): +- [Conda](https://anaconda.org/conda-forge/asciimatics) (📥 150K · ⏱️ 25.10.2023): ``` - conda install -c conda-forge python-fire + conda install -c conda-forge asciimatics ```
-
alive-progress (🥉24 · ⭐ 3.7K) - 一款新的进度条，具有实时吞吐量信息以及非常酷的动画。MIT +
alive-progress (🥉25 · ⭐ 5.1K) - A new kind of Progress Bar, with real-time throughput, eta and.. MIT -- [GitHub](https://github.com/rsalmei/alive-progress) (👨‍💻 7 · 🔀 150 · 📦 1K · 📋 140 - 11% open · ⏱️ 16.07.2022): +- [GitHub](https://github.com/rsalmei/alive-progress) (👨‍💻 7 · 🔀 190 · 📦 3.1K · 📋 220 - 9% open · ⏱️ 02.12.2023): ``` git clone https://github.com/rsalmei/alive-progress ``` -- [PyPi](https://pypi.org/project/alive-progress) (📥 90K / month): +- [PyPi](https://pypi.org/project/alive-progress) (📥 780K / month): ``` pip install alive-progress ``` -- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 18K · ⏱️ 08.01.2021): +- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 55K · ⏱️ 09.11.2023): ``` conda install -c conda-forge alive-progress ```
-
bashplotlib (🥉19 · ⭐ 1.7K · 💀) - 在终端中进行基本绘图。MIT +
python-prompt-toolkit (🥉21 · ⭐ 9K) - A library for building powerful interactive command.. BSD-3 -- [GitHub](https://github.com/glamp/bashplotlib) (👨‍💻 20 · 🔀 82 · 📦 150 · 📋 29 - 62% open · ⏱️ 31.03.2021): +- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (👨‍💻 220 · 🔀 690 · 📋 1.1K - 49% open · ⏱️ 12.02.2024): ``` - git clone https://github.com/glamp/bashplotlib + git clone https://github.com/jonathanslenders/python-prompt-toolkit ``` -- [PyPi](https://pypi.org/project/bashplotlib) (📥 5.9K / month): +- [PyPi](https://pypi.org/project/python-prompt-toolkit): ``` - pip install bashplotlib + pip install python-prompt-toolkit ``` -- [Conda](https://anaconda.org/conda-forge/bashplotlib) (📥 3.5K · ⏱️ 08.09.2018): +- [Conda](https://anaconda.org/conda-forge/python-prompt-toolkit): ``` - conda install -c conda-forge bashplotlib + conda install -c conda-forge python-prompt-toolkit ```
-
python-prompt-toolkit (🥉18 · ⭐ 7.9K) - 一个用于构建强大的交互式命令行程序的库。BSD-3 +
bashplotlib (🥉19 · ⭐ 1.8K · 💀) - Making basic plots in the terminal. MIT -- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (👨‍💻 210 · 🔀 620 · 📋 990 - 46% open · ⏱️ 27.06.2022): +- [GitHub](https://github.com/glamp/bashplotlib) (👨‍💻 20 · 🔀 84 · 📦 180 · 📋 29 - 62% open · ⏱️ 31.03.2021): ``` - git clone https://github.com/jonathanslenders/python-prompt-toolkit + git clone https://github.com/glamp/bashplotlib ``` -- [PyPi](https://pypi.org/project/python-prompt-toolkit): +- [PyPi](https://pypi.org/project/bashplotlib) (📥 4.9K / month): ``` - pip install python-prompt-toolkit + pip install bashplotlib ``` -- [Conda](https://anaconda.org/conda-forge/python-prompt-toolkit): +- [Conda](https://anaconda.org/conda-forge/bashplotlib) (📥 5K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge python-prompt-toolkit + conda install -c conda-forge bashplotlib ```

-## 命令行工具 +## Command-line Tools -Back to top +Back to top -_用于创建命令行程序的库。_ +_Useful CLI-based tools for productivity._ -
cookiecutter (🥇35 · ⭐ 18K · 📈) - 从 cookiecutters（项目模板）创建项目的一个命令行工具。BSD-3 +
cookiecutter (🥇34 · ⭐ 22K) - A command-line utility that creates projects from cookiecutters.. BSD-3 -- [GitHub](https://github.com/cookiecutter/cookiecutter) (👨‍💻 280 · 🔀 1.7K · 📦 14K · 📋 740 - 24% open · ⏱️ 01.08.2022): +- [GitHub](https://github.com/cookiecutter/cookiecutter) (👨‍💻 320 · 🔀 1.9K · 📦 27K · 📋 850 - 23% open · ⏱️ 25.04.2024): ``` git clone https://github.com/audreyr/cookiecutter ``` -- [PyPi](https://pypi.org/project/cookiecutter) (📥 2M / month): +- [PyPi](https://pypi.org/project/cookiecutter) (📥 4M / month): ``` pip install cookiecutter ``` -- [Conda](https://anaconda.org/conda-forge/cookiecutter) (📥 380K · ⏱️ 01.06.2022): +- [Conda](https://anaconda.org/conda-forge/cookiecutter) (📥 1M · ⏱️ 22.02.2024): ``` conda install -c conda-forge cookiecutter ```
-
httpie (🥇34 · ⭐ 23K) - 一个命令行 HTTP 客户端，cURL 的替代品，易用性更好。BSD-3 - -- [GitHub](https://github.com/httpie/httpie) (👨‍💻 150 · 🔀 3.5K · 📥 1.1K · 📦 11K · 📋 780 - 14% open · ⏱️ 10.08.2022): - - ``` - git clone https://github.com/jakubroztocil/httpie - ``` -- [PyPi](https://pypi.org/project/httpie) (📥 190K / month): - ``` - pip install httpie - ``` -- [Conda](https://anaconda.org/conda-forge/httpie) (📥 82K · ⏱️ 09.05.2022): - ``` - conda install -c conda-forge httpie - ``` -
-
thefuck (🥈29 · ⭐ 73K) - 修正你之前的命令行指令。MIT +
thefuck (🥇30 · ⭐ 83K) - Correcting your previous console command. MIT -- [GitHub](https://github.com/nvbn/thefuck) (👨‍💻 190 · 🔀 3.1K · 📦 360 · 📋 640 - 31% open · ⏱️ 03.07.2022): +- [GitHub](https://github.com/nvbn/thefuck) (👨‍💻 200 · 🔀 3.4K · 📦 510 · 📋 720 - 34% open · ⏱️ 25.01.2024): ``` git clone https://github.com/nvbn/thefuck ``` -- [PyPi](https://pypi.org/project/thefuck) (📥 6K / month): +- [PyPi](https://pypi.org/project/thefuck) (📥 9.7K / month): ``` pip install thefuck ``` @@ -1556,174 +1540,174 @@ _用于创建命令行程序的库。_ conda install -c conda-forge thefuck ```
-
tmuxp (🥈27 · ⭐ 3.5K) - tmux 会话管理器。MIT +
copier (🥇30 · ⭐ 1.7K) - A library and command-line utility for rendering projects templates. MIT -- [GitHub](https://github.com/tmux-python/tmuxp) (👨‍💻 67 · 🔀 210 · 📦 200 · 📋 310 - 21% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/copier-org/copier) (👨‍💻 76 · 🔀 160 · 📦 970 · 📋 460 - 12% open · ⏱️ 08.05.2024): ``` - git clone https://github.com/tony/tmuxp + git clone https://github.com/pykong/copier ``` -- [PyPi](https://pypi.org/project/tmuxp) (📥 3.6K / month): +- [PyPi](https://pypi.org/project/copier) (📥 290K / month): ``` - pip install tmuxp + pip install copier ``` -- [Conda](https://anaconda.org/conda-forge/tmuxp): +- [Conda](https://anaconda.org/conda-forge/copier) (📥 18K · ⏱️ 05.04.2024): ``` - conda install -c conda-forge tmuxp + conda install -c conda-forge copier ```
-
pgcli (🥈25 · ⭐ 11K) - 支持自动补全和语法高亮的 Postgres 命令行工具。BSD-3 +
tmuxp (🥈28 · ⭐ 4K) - A [tmux](https://github.com/tmux/tmux) session manager. MIT -- [GitHub](https://github.com/dbcli/pgcli) (👨‍💻 160 · 🔀 470 · 📦 570 · 📋 640 - 22% open · ⏱️ 14.06.2022): +- [GitHub](https://github.com/tmux-python/tmuxp) (👨‍💻 74 · 🔀 230 · 📦 300 · 📋 350 - 24% open · ⏱️ 05.05.2024): ``` - git clone https://github.com/dbcli/pgcli + git clone https://github.com/tony/tmuxp ``` -- [PyPi](https://pypi.org/project/pgcli) (📥 37K / month): +- [PyPi](https://pypi.org/project/tmuxp) (📥 32K / month): ``` - pip install pgcli + pip install tmuxp ``` -- [Conda](https://anaconda.org/conda-forge/pgcli) (📥 120K · ⏱️ 30.03.2022): +- [Conda](https://anaconda.org/conda-forge/tmuxp) (📥 150 · ⏱️ 21.04.2024): ``` - conda install -c conda-forge pgcli + conda install -c conda-forge tmuxp ```
-
mycli (🥈25 · ⭐ 11K) - 支持自动补全和语法高亮的 MySQL 命令行客户端❗Unlicensed +
httpie (🥈27 · ⭐ 32K · 📉) - A command line HTTP client, a user-friendly cURL replacement. BSD-3 -- [GitHub](https://github.com/dbcli/mycli) (👨‍💻 100 · 🔀 620 · 📦 240 · 📋 600 - 28% open · ⏱️ 14.08.2022): +- [GitHub](https://github.com/httpie/cli) (👨‍💻 170 · 🔀 3.6K · 📥 8.4K · 📦 1 · 📋 860 - 19% open · ⏱️ 18.03.2024): ``` - git clone https://github.com/dbcli/mycli + git clone https://github.com/jakubroztocil/httpie ``` -- [PyPi](https://pypi.org/project/mycli) (📥 31K / month): +- [PyPi](https://pypi.org/project/httpie) (📥 380K / month): ``` - pip install mycli + pip install httpie ``` -- [Conda](https://anaconda.org/conda-forge/mycli) (📥 36K · ⏱️ 18.04.2022): +- [Conda](https://anaconda.org/conda-forge/httpie) (📥 130K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge mycli + conda install -c conda-forge httpie ```
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howdoi (🥈24 · ⭐ 9.6K) - 通过命令行获取即时的编程问题解答。MIT +
pgcli (🥈27 · ⭐ 12K) - PostgreSQL CLI with autocompletion and syntax highlighting. BSD-3 -- [GitHub](https://github.com/gleitz/howdoi) (👨‍💻 80 · 🔀 820 · 📦 420 · 📋 250 - 8% open · ⏱️ 04.07.2022): +- [GitHub](https://github.com/dbcli/pgcli) (👨‍💻 180 · 🔀 540 · 📦 1.4K · 📋 690 - 19% open · ⏱️ 01.05.2024): ``` - git clone https://github.com/gleitz/howdoi + git clone https://github.com/dbcli/pgcli ``` -- [PyPi](https://pypi.org/project/howdoi) (📥 2.5K / month): +- [PyPi](https://pypi.org/project/pgcli) (📥 130K / month): ``` - pip install howdoi + pip install pgcli ``` -- [Conda](https://anaconda.org/conda-forge/howdoi): +- [Conda](https://anaconda.org/conda-forge/pgcli) (📥 160K · ⏱️ 12.01.2024): ``` - conda install -c conda-forge howdoi + conda install -c conda-forge pgcli ```
-
copier (🥈24 · ⭐ 660) - 用于呈现项目模板的库和命令行实用程序。MIT +
mycli (🥈25 · ⭐ 11K) - MySQL CLI with autocompletion and syntax highlighting. ❗Unlicensed -- [GitHub](https://github.com/copier-org/copier) (👨‍💻 40 · 🔀 84 · 📦 100 · 📋 270 - 12% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/dbcli/mycli) (👨‍💻 110 · 🔀 650 · 📦 350 · 📋 660 - 30% open · ⏱️ 03.04.2024): ``` - git clone https://github.com/pykong/copier + git clone https://github.com/dbcli/mycli ``` -- [PyPi](https://pypi.org/project/copier) (📥 14K / month): +- [PyPi](https://pypi.org/project/mycli) (📥 42K / month): ``` - pip install copier + pip install mycli ``` -- [Conda](https://anaconda.org/conda-forge/copier) (📥 290 · ⏱️ 06.07.2022): +- [Conda](https://anaconda.org/conda-forge/mycli) (📥 75K · ⏱️ 08.04.2024): ``` - conda install -c conda-forge copier + conda install -c conda-forge mycli ```
-
iredis (🥉22 · ⭐ 2.1K) - 支持自动补全和高亮显示的 redis 命令行工具。BSD-3 +
iredis (🥉24 · ⭐ 2.5K) - Redis CLI with autocompletion and syntax highlighting. BSD-3 -- [GitHub](https://github.com/laixintao/iredis) (👨‍💻 30 · 🔀 89 · 📥 10K · 📋 200 - 25% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/laixintao/iredis) (👨‍💻 31 · 🔀 100 · 📥 12K · 📦 20 · 📋 220 - 24% open · ⏱️ 15.04.2024): ``` git clone https://github.com/laixintao/iredis ``` -- [PyPi](https://pypi.org/project/iredis) (📥 1.3K / month): +- [PyPi](https://pypi.org/project/iredis) (📥 3.4K / month): ``` pip install iredis ``` -- [Conda](https://anaconda.org/conda-forge/iredis) (📥 85 · ⏱️ 10.08.2022): +- [Conda](https://anaconda.org/conda-forge/iredis) (📥 1.2K · ⏱️ 18.06.2023): ``` conda install -c conda-forge iredis ```
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PathPicker (🥉20 · ⭐ 4.8K) - 从 bash 输出中选出文件。MIT +
howdoi (🥉23 · ⭐ 10K) - Instant coding answers via the command line. MIT -- [GitHub](https://github.com/facebook/PathPicker) (👨‍💻 78 · 🔀 270 · 📥 44K · 📋 170 - 8% open · ⏱️ 03.07.2022): +- [GitHub](https://github.com/gleitz/howdoi) (👨‍💻 84 · 🔀 850 · 📦 500 · 📋 260 - 5% open · ⏱️ 06.01.2024): ``` - git clone https://github.com/facebook/PathPicker + git clone https://github.com/gleitz/howdoi ``` -- [PyPi](https://pypi.org/project/PathPicker): +- [PyPi](https://pypi.org/project/howdoi) (📥 1.3K / month): ``` - pip install PathPicker + pip install howdoi ``` -- [Conda](https://anaconda.org/conda-forge/PathPicker): +- [Conda](https://anaconda.org/conda-forge/howdoi): ``` - conda install -c conda-forge PathPicker + conda install -c conda-forge howdoi ```
-
litecli (🥉20 · ⭐ 1.7K) - 支持自动补全和语法高亮的 SQLite 命令行工具。BSD-3 +
litecli (🥉22 · ⭐ 2K) - SQLite CLI with autocompletion and syntax highlighting. BSD-3 -- [GitHub](https://github.com/dbcli/litecli) (👨‍💻 24 · 🔀 59 · 📦 170 · 📋 84 - 29% open · ⏱️ 11.07.2022): +- [GitHub](https://github.com/dbcli/litecli) (👨‍💻 28 · 🔀 68 · 📦 320 · 📋 100 - 32% open · ⏱️ 03.05.2024): ``` git clone https://github.com/dbcli/litecli ``` -- [PyPi](https://pypi.org/project/litecli) (📥 24K / month): +- [PyPi](https://pypi.org/project/litecli) (📥 17K / month): ``` pip install litecli ``` -- [Conda](https://anaconda.org/conda-forge/litecli): +- [Conda](https://anaconda.org/conda-forge/litecli) (📥 340 · ⏱️ 04.05.2024): ``` conda install -c conda-forge litecli ```
-
saws (🥉18 · ⭐ 5K · 💤) - 一个加强版的 AWS 命令行。❗Unlicensed +
PathPicker (🥉21 · ⭐ 5.1K) - Select files out of bash output. MIT -- [GitHub](https://github.com/donnemartin/saws) (👨‍💻 8 · 🔀 270 · 📦 38 · 📋 92 - 32% open · ⏱️ 15.01.2022): +- [GitHub](https://github.com/facebook/PathPicker) (👨‍💻 80 · 🔀 280 · 📥 45K · 📦 3 · 📋 170 - 12% open · ⏱️ 09.04.2024): ``` - git clone https://github.com/donnemartin/saws + git clone https://github.com/facebook/PathPicker ``` -- [PyPi](https://pypi.org/project/saws) (📥 400 / month): +- [PyPi](https://pypi.org/project/PathPicker): ``` - pip install saws + pip install PathPicker ``` -- [Conda](https://anaconda.org/conda-forge/saws) (📥 21K · ⏱️ 16.03.2020): +- [Conda](https://anaconda.org/conda-forge/PathPicker): ``` - conda install -c conda-forge saws + conda install -c conda-forge PathPicker ```
-
percol (🥉18 · ⭐ 3.1K · 💀) - 向 UNIX shell 传统管道概念中加入交互式选择功能。❗Unlicensed +
saws (🥉19 · ⭐ 5.2K · 💀) - A Supercharged [aws-cli](https://github.com/aws/aws-cli). ❗Unlicensed -- [GitHub](https://github.com/mooz/percol) (👨‍💻 36 · 🔀 140 · 📦 32 · 📋 65 - 55% open · ⏱️ 23.07.2019): +- [GitHub](https://github.com/donnemartin/saws) (👨‍💻 8 · 🔀 280 · 📦 41 · 📋 94 - 34% open · ⏱️ 15.01.2022): ``` - git clone https://github.com/mooz/percol + git clone https://github.com/donnemartin/saws ``` -- [PyPi](https://pypi.org/project/percol) (📥 2.3K / month): +- [PyPi](https://pypi.org/project/saws) (📥 120 / month): ``` - pip install percol + pip install saws ``` -- [Conda](https://anaconda.org/conda-forge/percol): +- [Conda](https://anaconda.org/conda-forge/saws) (📥 26K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge percol + conda install -c conda-forge saws ```
-
kube-shell (🥉18 · ⭐ 2.1K · 💀) - K8S 命令行集成的 shell 工具。Apache-2 +
kube-shell (🥉18 · ⭐ 2.4K · 💀) - An integrated shell for working with the Kubernetes CLI. Apache-2 -- [GitHub](https://github.com/cloudnativelabs/kube-shell) (👨‍💻 6 · 🔀 160 · 📥 600 · 📦 13 · 📋 69 - 82% open · ⏱️ 19.09.2018): +- [GitHub](https://github.com/cloudnativelabs/kube-shell) (👨‍💻 6 · 🔀 170 · 📥 730 · 📦 16 · 📋 70 - 82% open · ⏱️ 19.09.2018): ``` git clone https://github.com/cloudnativelabs/kube-shell ``` -- [PyPi](https://pypi.org/project/kube-shell) (📥 290 / month): +- [PyPi](https://pypi.org/project/kube-shell) (📥 320 / month): ``` pip install kube-shell ``` @@ -1732,14 +1716,14 @@ _用于创建命令行程序的库。_ conda install -c conda-forge kube-shell ```
-
doitlive (🥉16 · ⭐ 3.2K) - 一个用来在终端中进行现场演示的工具。MIT +
doitlive (🥉17 · ⭐ 3.4K) - A tool for live presentations in the terminal. MIT -- [GitHub](https://github.com/sloria/doitlive) (👨‍💻 17 · 🔀 94 · 📦 17 · 📋 48 - 25% open · ⏱️ 14.08.2022): +- [GitHub](https://github.com/sloria/doitlive) (👨‍💻 21 · 🔀 97 · 📦 20 · 📋 49 - 20% open · ⏱️ 07.05.2024): ``` git clone https://github.com/sloria/doitlive ``` -- [PyPi](https://pypi.org/project/doitlive) (📥 230 / month): +- [PyPi](https://pypi.org/project/doitlive) (📥 330 / month): ``` pip install doitlive ``` @@ -1748,9 +1732,25 @@ _用于创建命令行程序的库。_ conda install -c conda-forge doitlive ```
-
try (🥉12 · ⭐ 650) - 一个极其简单的命令行工具，用来试用 python 库。MIT +
percol (🥉17 · ⭐ 3.3K · 💀) - Adds flavor of interactive selection to the traditional pipe.. ❗Unlicensed + +- [GitHub](https://github.com/mooz/percol) (👨‍💻 36 · 🔀 140 · 📦 34 · 📋 65 - 55% open · ⏱️ 23.07.2019): + + ``` + git clone https://github.com/mooz/percol + ``` +- [PyPi](https://pypi.org/project/percol) (📥 660 / month): + ``` + pip install percol + ``` +- [Conda](https://anaconda.org/conda-forge/percol): + ``` + conda install -c conda-forge percol + ``` +
+
try (🥉12 · ⭐ 710 · 💀) - A dead simple CLI to try out python packages - it's never been easier. MIT -- [GitHub](https://github.com/timofurrer/try) (👨‍💻 4 · 🔀 34 · 📦 5 · 📋 12 - 25% open · ⏱️ 15.05.2022): +- [GitHub](https://github.com/timofurrer/try) (👨‍💻 4 · 🔀 36 · 📦 6 · 📋 14 - 28% open · ⏱️ 15.05.2022): ``` git clone https://github.com/timofurrer/try @@ -1766,109 +1766,109 @@ _用于创建命令行程序的库。_

-## 兼容性 +## Compatibility -Back to top +Back to top -_帮助从 Python 2 向 Python 3 迁移的库。_ +_Libraries for migrating from Python 2 to 3._ -🔗 python-future - 这就是 Python 2 和 Python 3 之间丢失的那个兼容性层。 +🔗 python-future - The missing compatibility layer between Python 2 and Python 3. -🔗 six - Python 2 和 3 的兼容性工具。 +🔗 six - Python 2 and 3 compatibility utilities. -
modernize (🥇17 · ⭐ 290 · 💀) - 使 Python 代码更加现代化以便最终迁移到 Python 3。❗Unlicensed +
modernize (🥇17 · ⭐ 350 · 💀) - Modernizes Python code for eventual Python 3 migration. ❗Unlicensed -- [GitHub](https://github.com/PyCQA/modernize) (👨‍💻 32 · 🔀 46 · 📋 130 - 34% open · ⏱️ 11.01.2021): +- [GitHub](https://github.com/PyCQA/modernize) (👨‍💻 32 · 🔀 48 · 📋 130 - 35% open · ⏱️ 11.01.2021): ``` git clone https://github.com/PyCQA/modernize ``` -- [PyPi](https://pypi.org/project/modernize) (📥 40K / month): +- [PyPi](https://pypi.org/project/modernize) (📥 53K / month): ``` pip install modernize ``` -- [Conda](https://anaconda.org/conda-forge/modernize) (📥 26K · ⏱️ 04.10.2020): +- [Conda](https://anaconda.org/conda-forge/modernize) (📥 32K · ⏱️ 16.06.2023): ``` conda install -c conda-forge modernize ```

-## 计算机视觉 +## Computer Vision -Back to top +Back to top -_计算机视觉相关库。_ +_Libraries for Computer Vision._ -🔗 OpenCV - 开源计算机视觉库。 +🔗 OpenCV - Open Source Computer Vision Library. -
EasyOCR (🥇31 · ⭐ 16K) - 支持40多种语言的即用型 OCR。Apache-2 +
EasyOCR (🥇32 · ⭐ 22K · 💤) - Ready-to-use OCR with 40+ languages supported. Apache-2 -- [GitHub](https://github.com/JaidedAI/EasyOCR) (👨‍💻 110 · 🔀 2.2K · 📥 2M · 📦 1.5K · 📋 640 - 15% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/JaidedAI/EasyOCR) (👨‍💻 130 · 🔀 2.9K · 📥 11M · 📦 6.2K · 📋 950 - 37% open · ⏱️ 04.09.2023): ``` git clone https://github.com/JaidedAI/EasyOCR ``` -- [PyPi](https://pypi.org/project/EasyOCR) (📥 84K / month): +- [PyPi](https://pypi.org/project/EasyOCR) (📥 240K / month): ``` pip install EasyOCR ``` -- [Conda](https://anaconda.org/conda-forge/EasyOCR): +- [Conda](https://anaconda.org/conda-forge/EasyOCR) (📥 13K · ⏱️ 05.09.2023): ``` conda install -c conda-forge EasyOCR ```
-
tesserocr (🥈26 · ⭐ 1.7K) - 另一个简单的，兼容 Pillow 的 `tesseract-ocr` API 装饰器，可用于 OCR。MIT +
tesserocr (🥈29 · ⭐ 1.9K) - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr`.. MIT -- [GitHub](https://github.com/sirfz/tesserocr) (👨‍💻 26 · 🔀 220 · 📦 700 · 📋 250 - 31% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/sirfz/tesserocr) (👨‍💻 30 · 🔀 250 · 📥 230 · 📦 980 · 📋 270 - 16% open · ⏱️ 27.04.2024): ``` git clone https://github.com/sirfz/tesserocr ``` -- [PyPi](https://pypi.org/project/tesserocr) (📥 49K / month): +- [PyPi](https://pypi.org/project/tesserocr) (📥 66K / month): ``` pip install tesserocr ``` -- [Conda](https://anaconda.org/conda-forge/tesserocr) (📥 81K · ⏱️ 04.05.2022): +- [Conda](https://anaconda.org/conda-forge/tesserocr) (📥 140K · ⏱️ 16.06.2023): ``` conda install -c conda-forge tesserocr ```
-
Face Recognition (🥈25 · ⭐ 46K) - 简单的面部识别库。MIT +
Face Recognition (🥈27 · ⭐ 52K · 💀) - Simple facial recognition library. MIT -- [GitHub](https://github.com/ageitgey/face_recognition) (👨‍💻 54 · 🔀 12K · 📥 470 · 📋 1.2K - 53% open · ⏱️ 10.06.2022): +- [GitHub](https://github.com/ageitgey/face_recognition) (👨‍💻 54 · 🔀 13K · 📥 1.2K · 📦 21 · 📋 1.3K - 55% open · ⏱️ 10.06.2022): ``` git clone https://github.com/ageitgey/face_recognition ``` -- [PyPi](https://pypi.org/project/face_recognition) (📥 39K / month): +- [PyPi](https://pypi.org/project/face_recognition) (📥 220K / month): ``` pip install face_recognition ``` -- [Conda](https://anaconda.org/conda-forge/face_recognition) (📥 8.8K · ⏱️ 30.04.2021): +- [Conda](https://anaconda.org/conda-forge/face_recognition) (📥 21K · ⏱️ 16.06.2023): ``` conda install -c conda-forge face_recognition ```
-
pytesseract (🥈25 · ⭐ 4.4K) - Google Tesseract OCR 的另一包装库。Apache-2 +
pytesseract (🥉24 · ⭐ 5.5K) - A wrapper for [Google Tesseract.. Apache-2 -- [GitHub](https://github.com/madmaze/pytesseract) (👨‍💻 41 · 🔀 600 · 📋 310 - 4% open · ⏱️ 16.08.2022): +- [GitHub](https://github.com/madmaze/pytesseract) (👨‍💻 46 · 🔀 680 · 📋 350 - 2% open · ⏱️ 08.05.2024): ``` git clone https://github.com/madmaze/pytesseract ``` -- [PyPi](https://pypi.org/project/pytesseract) (📥 670K / month): +- [PyPi](https://pypi.org/project/pytesseract) (📥 2M / month): ``` pip install pytesseract ``` -- [Conda](https://anaconda.org/conda-forge/pytesseract) (📥 520K · ⏱️ 15.03.2022): +- [Conda](https://anaconda.org/conda-forge/pytesseract) (📥 600K · ⏱️ 15.10.2023): ``` conda install -c conda-forge pytesseract ```
-
Kornia (🥉24 · ⭐ 7K) - PyTorch 的开源差异化计算机视觉库。Apache-2 +
Kornia (🥉23 · ⭐ 9.4K) - Open Source Differentiable Computer Vision Library for PyTorch. Apache-2 -- [GitHub](https://github.com/kornia/kornia) (🔀 680 · 📥 430 · 📦 1.7K · 📋 600 - 26% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/kornia/kornia) (🔀 920 · 📥 1.1K · 📦 9.7K · 📋 890 - 28% open · ⏱️ 07.05.2024): ``` git clone https://github.com/kornia/kornia/ @@ -1878,14 +1878,14 @@ _计算机视觉相关库。_ conda install -c conda-forge ```
-
SimpleCV (🥉24 · ⭐ 2.6K · 💀) - 一个用来创建计算机视觉应用的开源框架。BSD-3 +
SimpleCV (🥉18 · ⭐ 2.7K · 💀) - An open source framework for building computer vision applications. BSD-3 -- [GitHub](https://github.com/sightmachine/SimpleCV) (👨‍💻 100 · 🔀 760 · 📦 370 · 📋 330 - 22% open · ⏱️ 07.04.2015): +- [GitHub](https://github.com/sightmachine/SimpleCV) (👨‍💻 100 · 🔀 760 · 📋 330 - 22% open · ⏱️ 07.04.2015): ``` git clone https://github.com/sightmachine/SimpleCV ``` -- [PyPi](https://pypi.org/project/SimpleCV) (📥 1.6K / month): +- [PyPi](https://pypi.org/project/SimpleCV) (📥 990 / month): ``` pip install SimpleCV ``` @@ -1896,28 +1896,28 @@ _计算机视觉相关库。_

-## 并发和并行 +## Concurrency and Parallelism -Back to top +Back to top -_用以进行并发和并行操作的库。_ +_Libraries for concurrent and parallel execution._ -🔗 concurrent.futures - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 concurrent.futures - (Python standard library) A high-level interface for asynchronously executing.. -🔗 eventlet - 支持 WSGI 的异步框架。 +🔗 eventlet - Asynchronous framework with WSGI support. -🔗 gevent - 使用 greenlet 且基于协程的 Python 网络库。 +🔗 gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-.. -🔗 multiprocessing - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 multiprocessing - (Python standard library) Process-based parallelism. -
scoop (🥇20 · ⭐ 560) - 支持在 Python 中进行可伸缩并行操作。❗️LGPL-3.0 +
scoop (🥇19 · ⭐ 620 · 💀) - Scalable Concurrent Operations in Python. ❗️LGPL-3.0 -- [GitHub](https://github.com/soravux/scoop) (👨‍💻 24 · 🔀 84 · 📦 270 · 📋 73 - 43% open · ⏱️ 14.08.2022): +- [GitHub](https://github.com/soravux/scoop) (👨‍💻 25 · 🔀 85 · 📦 420 · 📋 75 - 44% open · ⏱️ 14.08.2022): ``` git clone https://github.com/soravux/scoop ``` -- [PyPi](https://pypi.org/project/scoop) (📥 1.5K / month): +- [PyPi](https://pypi.org/project/scoop) (📥 2.1K / month): ``` pip install scoop ``` @@ -1928,139 +1928,139 @@ _用以进行并发和并行操作的库。_

-## 配置 +## Configuration -Back to top +Back to top -_用来保存和解析配置的库。_ +_Libraries for storing and parsing configuration options._ -🔗 configparser - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 configparser - (Python standard library) INI file parser. -🔗 profig - 通过多种格式进行配置，具有数值转换功能。 +🔗 profig - Config from multiple formats with value conversion. -
python-decouple (🥇30 · ⭐ 2.2K) - 将设置和代码完全隔离。MIT +
python-decouple (🥇31 · ⭐ 2.7K) - Strict separation of settings from code. MIT -- [GitHub](https://github.com/henriquebastos/python-decouple) (👨‍💻 32 · 🔀 160 · 📥 10 · 📦 74K · 📋 80 - 11% open · ⏱️ 11.05.2022): +- [GitHub](https://github.com/HBNetwork/python-decouple) (👨‍💻 36 · 🔀 190 · 📥 12 · 📦 130K · 📋 94 - 4% open · ⏱️ 01.01.2024): ``` git clone https://github.com/henriquebastos/python-decouple ``` -- [PyPi](https://pypi.org/project/python-decouple) (📥 970K / month): +- [PyPi](https://pypi.org/project/python-decouple) (📥 3.5M / month): ``` pip install python-decouple ``` -- [Conda](https://anaconda.org/conda-forge/python-decouple) (📥 46K · ⏱️ 02.02.2022): +- [Conda](https://anaconda.org/conda-forge/python-decouple) (📥 82K · ⏱️ 16.06.2023): ``` conda install -c conda-forge python-decouple ```
-
configobj (🥉27 · ⭐ 280 · 💀) - INI 文件解析器，带验证功能。❗Unlicensed +
hydra (🥉28 · ⭐ 8.2K) - Hydra is a framework for elegantly configuring complex applications. MIT -- [GitHub](https://github.com/DiffSK/configobj) (👨‍💻 22 · 🔀 65 · 📦 20K · 📋 140 - 48% open · ⏱️ 14.10.2020): +- [GitHub](https://github.com/facebookresearch/hydra) (👨‍💻 120 · 🔀 590 · 📦 23K · 📋 1.4K - 18% open · ⏱️ 03.04.2024): ``` - git clone https://github.com/DiffSK/configobj + git clone https://github.com/facebookresearch/hydra ``` -- [PyPi](https://pypi.org/project/configobj) (📥 1.9M / month): +- [PyPi](https://pypi.org/project/hydra) (📥 9.5K / month): ``` - pip install configobj + pip install hydra ``` -- [Conda](https://anaconda.org/conda-forge/configobj) (📥 440K · ⏱️ 29.07.2018): +- [Conda](https://anaconda.org/conda-forge/hydra) (📥 19K · ⏱️ 05.02.2024): ``` - conda install -c conda-forge configobj + conda install -c conda-forge hydra ```
-
hydra (🥉23 · ⭐ 6.2K) - 一个优雅地配置复杂应用程序的框架。MIT +
configobj (🥉25 · ⭐ 310 · 💀) - INI file parser with validation. ❗Unlicensed -- [GitHub](https://github.com/facebookresearch/hydra) (👨‍💻 100 · 🔀 450 · 📦 10 · 📋 1.1K - 13% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/DiffSK/configobj) (👨‍💻 8 · 🔀 73 · 📥 590 · 📦 35K · 📋 150 - 37% open · ⏱️ 18.01.2023): ``` - git clone https://github.com/facebookresearch/hydra + git clone https://github.com/DiffSK/configobj ``` -- [PyPi](https://pypi.org/project/hydra) (📥 8.5K / month): +- [PyPi](https://pypi.org/project/configobj) (📥 3.2M / month): ``` - pip install hydra + pip install configobj ``` -- [Conda](https://anaconda.org/conda-forge/hydra) (📥 11K · ⏱️ 18.01.2021): +- [Conda](https://anaconda.org/conda-forge/configobj) (📥 800K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge hydra + conda install -c conda-forge configobj ```

-## 密码学 +## Cryptography -Back to top +Back to top -_ [cryptography](https://cryptography.io/en/latest/)：这个软件包意在提供密码学基本内容和方法提供给 Python 开发者。 [hashids](https://github.com/davidaurelio/hashids-python)：在 Python 中实现 [hashids](http://hashids.org/) 。_ +_Libraries for Cryptography._ 🔗 cryptography - A package designed to expose cryptographic primitives and recipes to Python developers. -🔗 passlib - 安全密码存储／哈希库。 +🔗 passlib - Secure password storage/hashing library, very high level. -
paramiko (🥇31 · ⭐ 7.8K) - SSHv2 协议的 Python (2.6+, 3.3+) ，提供客户端和服务端的功能。❗️LGPL-2.1 +
paramiko (🥇33 · ⭐ 8.8K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 -- [GitHub](https://github.com/paramiko/paramiko) (👨‍💻 180 · 🔀 1.8K · 📦 61K · 📋 1.4K - 51% open · ⏱️ 10.06.2022): +- [GitHub](https://github.com/paramiko/paramiko) (👨‍💻 190 · 🔀 1.9K · 📦 95K · 📋 1.6K - 50% open · ⏱️ 11.02.2024): ``` git clone https://github.com/paramiko/paramiko ``` -- [PyPi](https://pypi.org/project/paramiko) (📥 29M / month): +- [PyPi](https://pypi.org/project/paramiko) (📥 56M / month): ``` pip install paramiko ``` -- [Conda](https://anaconda.org/conda-forge/paramiko) (📥 2.1M · ⏱️ 17.05.2022): +- [Conda](https://anaconda.org/conda-forge/paramiko) (📥 4.5M · ⏱️ 19.12.2023): ``` conda install -c conda-forge paramiko ```
-
pynacl (🥉22 · ⭐ 910) - 网络和密码学(NaCl) 库的 Python 绑定。Apache-2 +
pynacl (🥉22 · ⭐ 1K) - Python binding to the Networking and Cryptography (NaCl) library. Apache-2 -- [GitHub](https://github.com/pyca/pynacl) (👨‍💻 64 · 🔀 200 · 📋 290 - 13% open · ⏱️ 02.08.2022): +- [GitHub](https://github.com/pyca/pynacl) (👨‍💻 67 · 🔀 210 · 📋 300 - 14% open · ⏱️ 23.02.2024): ``` git clone https://github.com/pyca/pynacl ``` -- [PyPi](https://pypi.org/project/pynacl) (📥 37M / month): +- [PyPi](https://pypi.org/project/pynacl) (📥 79M / month): ``` pip install pynacl ``` -- [Conda](https://anaconda.org/conda-forge/pynacl) (📥 2.9M · ⏱️ 09.04.2022): +- [Conda](https://anaconda.org/conda-forge/pynacl) (📥 5.8M · ⏱️ 24.09.2023): ``` conda install -c conda-forge pynacl ```

-## 科学计算和数据分析 +## Data Analysis -Back to top +Back to top -_用来进行科学计算和数据分析的库。_ +_Libraries for data analyzing._ -🔗 Orange - 通过可视化编程或 Python 脚本进行数据挖掘，数据可视化，分析和机器学习。 +🔗 Orange - Data mining, data visualization, analysis and machine learning through visual programming or.. -🔗 Pandas - 提供高性能，易用的数据结构和数据分析工具。 +🔗 Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools. -
Blaze (🥇28 · ⭐ 3.1K · 💀) - NumPy 和 Pandas 的大数据接口。BSD-3 +
Blaze (🥇28 · ⭐ 3.2K · 💀) - NumPy and Pandas interface to Big Data. BSD-3 -- [GitHub](https://github.com/blaze/blaze) (👨‍💻 65 · 🔀 360 · 📦 8.3K · 📋 750 - 33% open · ⏱️ 15.08.2019): +- [GitHub](https://github.com/blaze/blaze) (👨‍💻 67 · 🔀 360 · 📦 9.2K · 📋 750 - 33% open · ⏱️ 15.08.2019): ``` git clone https://github.com/blaze/blaze ``` -- [PyPi](https://pypi.org/project/blaze) (📥 8.1K / month): +- [PyPi](https://pypi.org/project/blaze) (📥 45K / month): ``` pip install blaze ``` -- [Conda](https://anaconda.org/conda-forge/blaze) (📥 200K · ⏱️ 15.07.2018): +- [Conda](https://anaconda.org/conda-forge/blaze) (📥 200K · ⏱️ 16.06.2023): ``` conda install -c conda-forge blaze ```
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AWS Data Wrangler (🥈20 · ⭐ 3K) - AWS 平台上使用的 Pandas。Apache-2 +
AWS Data Wrangler (🥈26 · ⭐ 3.8K) - Pandas on AWS. Apache-2 -- [GitHub](https://github.com/aws/aws-sdk-pandas) (👨‍💻 110 · 🔀 500 · 📥 150K · 📋 720 - 2% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/aws/aws-sdk-pandas) (👨‍💻 150 · 🔀 660 · 📥 240K · 📦 1.6K · 📋 1.1K - 3% open · ⏱️ 08.05.2024): ``` git clone https://github.com/awslabs/aws-data-wrangler @@ -2074,483 +2074,483 @@ _用来进行科学计算和数据分析的库。_ conda install -c conda-forge aws-data-wrangler ```
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Optimus (🥉19 · ⭐ 1.2K) - 在使用 PySpark 时，让敏捷数据科学工作流程变得简单。Apache-2 +
Open Mining (🥉20 · ⭐ 1.3K · 💀) - Business Intelligence (BI) in Pandas interface. MIT -- [GitHub](https://github.com/hi-primus/optimus) (👨‍💻 23 · 🔀 210 · 📋 230 - 14% open · ⏱️ 21.06.2022): +- [GitHub](https://github.com/mining/mining) (👨‍💻 14 · 🔀 230 · 📦 20 · 📋 180 - 36% open · ⏱️ 02.12.2016): ``` - git clone https://github.com/ironmussa/Optimus + git clone https://github.com/mining/mining ``` -- [PyPi](https://pypi.org/project/Optimus) (📥 21K / month): +- [PyPi](https://pypi.org/project/mining) (📥 48 / month): ``` - pip install Optimus + pip install mining ``` -- [Conda](https://anaconda.org/conda-forge/Optimus): +- [Conda](https://anaconda.org/conda-forge/mining): ``` - conda install -c conda-forge Optimus + conda install -c conda-forge mining ```
-
Open Mining (🥉19 · ⭐ 1.2K · 💀) - 使用 Python 挖掘商业情报 (BI) (Pandas web 接口)。MIT +
Optimus (🥉18 · ⭐ 1.4K · 💤) - Agile Data Science Workflows made easy with PySpark. Apache-2 -- [GitHub](https://github.com/mining/mining) (👨‍💻 14 · 🔀 230 · 📦 13 · 📋 180 - 36% open · ⏱️ 02.12.2016): +- [GitHub](https://github.com/hi-primus/optimus) (👨‍💻 24 · 🔀 230 · 📋 220 - 4% open · ⏱️ 19.05.2023): ``` - git clone https://github.com/mining/mining + git clone https://github.com/ironmussa/Optimus ``` -- [PyPi](https://pypi.org/project/mining) (📥 17 / month): +- [PyPi](https://pypi.org/project/Optimus) (📥 6K / month): ``` - pip install mining + pip install Optimus ``` -- [Conda](https://anaconda.org/conda-forge/mining): +- [Conda](https://anaconda.org/conda-forge/Optimus): ``` - conda install -c conda-forge mining + conda install -c conda-forge Optimus ```

-## 数据验证 +## Data Validation -Back to top +Back to top -_数据验证库。多用于表单验证。_ +_Libraries for validating data. Used for forms in many cases._ -🔗 colander - 一个用于对从 XML, JSON，HTML 表单获取的数据或其他同样简单的序列化数据进行验证和反序列化的系统。 +🔗 colander - Validating and deserializing data obtained via XML, JSON, an HTML form post. -
jsonschema (🥇33 · ⭐ 3.8K) - JSON Schema 的 python 实现，用于 JSON 数据的验证。MIT +
jsonschema (🥇34 · ⭐ 4.5K) - An implementation of [JSON Schema](http://json-schema.org/) for Python. MIT -- [GitHub](https://github.com/python-jsonschema/jsonschema) (👨‍💻 100 · 🔀 510 · 📦 240K · 📋 670 - 5% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/python-jsonschema/jsonschema) (👨‍💻 110 · 🔀 560 · 📥 240 · 📦 560K · 📋 820 - 3% open · ⏱️ 06.05.2024): ``` git clone https://github.com/Julian/jsonschema ``` -- [PyPi](https://pypi.org/project/jsonschema) (📥 41M / month): +- [PyPi](https://pypi.org/project/jsonschema) (📥 120M / month): ``` pip install jsonschema ``` -- [Conda](https://anaconda.org/conda-forge/jsonschema) (📥 13M · ⏱️ 22.08.2022): +- [Conda](https://anaconda.org/conda-forge/jsonschema) (📥 28M · ⏱️ 01.05.2024): ``` conda install -c conda-forge jsonschema ```
-
schema (🥈31 · ⭐ 2.6K · 💤) - 一个用于对 Python 数据结构进行验证的库。MIT +
schema (🥈32 · ⭐ 2.8K) - A library for validating Python data structures. MIT -- [GitHub](https://github.com/keleshev/schema) (👨‍💻 62 · 🔀 180 · 📦 4.4K · 📋 140 - 51% open · ⏱️ 01.12.2021): +- [GitHub](https://github.com/keleshev/schema) (👨‍💻 69 · 🔀 200 · 📦 9K · 📋 160 - 49% open · ⏱️ 06.05.2024): ``` git clone https://github.com/keleshev/schema ``` -- [PyPi](https://pypi.org/project/schema) (📥 3.6M / month): +- [PyPi](https://pypi.org/project/schema) (📥 16M / month): ``` pip install schema ``` -- [Conda](https://anaconda.org/conda-forge/schema) (📥 59K · ⏱️ 02.12.2021): +- [Conda](https://anaconda.org/conda-forge/schema) (📥 160K · ⏱️ 04.05.2024): ``` conda install -c conda-forge schema ```
-
voluptuous (🥈31 · ⭐ 1.7K) - 一个 Python 数据验证库。主要是为了验证传入 Python 的 JSON，YAML 等数据。BSD-3 +
Cerberus (🥈31 · ⭐ 3.1K · 💤) - A lightweight and extensible data validation library. ISC -- [GitHub](https://github.com/alecthomas/voluptuous) (👨‍💻 88 · 🔀 200 · 📦 5.4K · 📋 240 - 16% open · ⏱️ 13.07.2022): +- [GitHub](https://github.com/pyeve/cerberus) (👨‍💻 66 · 🔀 230 · 📦 16K · 📋 350 - 5% open · ⏱️ 23.10.2023): ``` - git clone https://github.com/alecthomas/voluptuous + git clone https://github.com/pyeve/cerberus ``` -- [PyPi](https://pypi.org/project/voluptuous) (📥 1.3M / month): +- [PyPi](https://pypi.org/project/cerberus) (📥 4.9M / month): ``` - pip install voluptuous + pip install cerberus ``` -- [Conda](https://anaconda.org/conda-forge/voluptuous) (📥 200K · ⏱️ 07.04.2022): +- [Conda](https://anaconda.org/conda-forge/cerberus) (📥 370K · ⏱️ 06.10.2023): ``` - conda install -c conda-forge voluptuous + conda install -c conda-forge cerberus ```
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Cerberus (🥉29 · ⭐ 2.8K · 💀) - 一个映射验证器（mappings-validator）。支持多种规则，提供归一化功能，可以方便地定制为 Python 风格的 schema 定义。ISC +
voluptuous (🥉30 · ⭐ 1.8K) - A Python data validation library. BSD-3 -- [GitHub](https://github.com/pyeve/cerberus) (👨‍💻 62 · 🔀 220 · 📦 12K · 📋 330 - 11% open · ⏱️ 05.05.2021): +- [GitHub](https://github.com/alecthomas/voluptuous) (👨‍💻 96 · 🔀 210 · 📦 16K · 📋 250 - 15% open · ⏱️ 02.02.2024): ``` - git clone https://github.com/pyeve/cerberus + git clone https://github.com/alecthomas/voluptuous ``` -- [PyPi](https://pypi.org/project/cerberus) (📥 3.2M / month): +- [PyPi](https://pypi.org/project/voluptuous) (📥 2.6M / month): ``` - pip install cerberus + pip install voluptuous ``` -- [Conda](https://anaconda.org/conda-forge/cerberus) (📥 240K · ⏱️ 10.12.2021): +- [Conda](https://anaconda.org/conda-forge/voluptuous) (📥 360K · ⏱️ 03.02.2024): ``` - conda install -c conda-forge cerberus + conda install -c conda-forge voluptuous ```
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Schematics (🥉25 · ⭐ 2.5K · 💤) - 数据结构验证。❗Unlicensed +
Schematics (🥉24 · ⭐ 2.6K · 💀) - Data Structure Validation. ❗Unlicensed -- [GitHub](https://github.com/schematics/schematics) (👨‍💻 120 · 🔀 270 · 📦 1.3K · 📋 330 - 27% open · ⏱️ 17.08.2021): +- [GitHub](https://github.com/schematics/schematics) (👨‍💻 120 · 🔀 260 · 📦 1.6K · 📋 330 - 27% open · ⏱️ 17.08.2021): ``` git clone https://github.com/schematics/schematics ``` -- [PyPi](https://pypi.org/project/schematics) (📥 160K / month): +- [PyPi](https://pypi.org/project/schematics) (📥 320K / month): ``` pip install schematics ``` -- [Conda](https://anaconda.org/conda-forge/schematics) (📥 24K · ⏱️ 17.07.2019): +- [Conda](https://anaconda.org/conda-forge/schematics) (📥 26K · ⏱️ 16.06.2023): ``` conda install -c conda-forge schematics ```
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valideer (🥉18 · ⭐ 260 · 💀) - 轻量级可扩展的数据验证和适配库。MIT +
valideer (🥉17 · ⭐ 260 · 💀) - Lightweight extensible data validation and adaptation library. MIT -- [GitHub](https://github.com/podio/valideer) (👨‍💻 7 · 🔀 23 · 📦 61 · 📋 15 - 26% open · ⏱️ 07.03.2018): +- [GitHub](https://github.com/podio/valideer) (👨‍💻 9 · 🔀 23 · 📦 70 · 📋 15 - 26% open · ⏱️ 05.01.2023): ``` git clone https://github.com/podio/valideer ``` -- [PyPi](https://pypi.org/project/valideer) (📥 13K / month): +- [PyPi](https://pypi.org/project/valideer) (📥 6.6K / month): ``` pip install valideer ``` -- [Conda](https://anaconda.org/conda-forge/valideer) (📥 19K · ⏱️ 06.07.2018): +- [Conda](https://anaconda.org/conda-forge/valideer) (📥 22K · ⏱️ 16.06.2023): ``` conda install -c conda-forge valideer ```

-## 数据可视化 +## Data Visualization -Back to top +Back to top -_进行数据可视化的库。 参见：[awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization)。_ +_Libraries for visualizing data._ -🔗 Dash - 构建在 Flask、React 和 Plotly之上，旨在用于分析 Web 应用程序。 +🔗 Dash - Built on top of Flask, React and Plotly aimed at analytical web applications. -🔗 awesome-dash ( ⭐ 1.6K) - A curated list of awesome Dash (plotly) resources. +🔗 awesome-dash ( ⭐ 2K · 💀) - A curated list of awesome Dash (plotly) resources. -🔗 Matplotlib - 一个 Python 2D 绘图库。 +🔗 Matplotlib - A Python 2D plotting library. -🔗 Pygal - 一个 Python SVG 图表创建工具。 +🔗 Pygal - A Python SVG Charts Creator. -🔗 PyGraphviz - Graphviz 的 Python 接口。 +🔗 PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/). -🔗 PyQtGraph - 交互式实时 2D/3D/ 图像绘制及科学/工程学组件。 +🔗 PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -
Altair (🥇33 · ⭐ 7.7K) - 用于 Python 的声明式统计可视化库。BSD-3 +
Seaborn (🥇39 · ⭐ 12K · 📈) - Statistical data visualization using Matplotlib. BSD-3 -- [GitHub](https://github.com/altair-viz/altair) (👨‍💻 140 · 🔀 650 · 📦 32K · 📋 1.6K - 13% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/mwaskom/seaborn) (👨‍💻 210 · 🔀 1.8K · 📥 390 · 📦 400K · 📋 2.5K - 5% open · ⏱️ 25.04.2024): ``` - git clone https://github.com/altair-viz/altair + git clone https://github.com/mwaskom/seaborn ``` -- [PyPi](https://pypi.org/project/altair) (📥 7.3M / month): +- [PyPi](https://pypi.org/project/seaborn) (📥 17M / month): ``` - pip install altair + pip install seaborn ``` -- [Conda](https://anaconda.org/conda-forge/altair) (📥 1.3M · ⏱️ 29.12.2021): +- [Conda](https://anaconda.org/conda-forge/seaborn) (📥 8.6M · ⏱️ 30.04.2024): ``` - conda install -c conda-forge altair + conda install -c conda-forge seaborn ```
-
Seaborn (🥈29 · ⭐ 9.7K · 📉) - 使用 Matplotlib 进行统计数据可视化。BSD-3 +
Altair (🥈34 · ⭐ 8.9K) - Declarative statistical visualization library for Python. BSD-3 -- [GitHub](https://github.com/mwaskom/seaborn) (👨‍💻 170 · 🔀 1.6K · 📥 230 · 📋 2.1K - 4% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/vega/altair) (👨‍💻 160 · 🔀 730 · 📥 120 · 📦 130K · 📋 1.9K - 8% open · ⏱️ 08.05.2024): ``` - git clone https://github.com/mwaskom/seaborn + git clone https://github.com/altair-viz/altair ``` -- [PyPi](https://pypi.org/project/seaborn) (📥 7.6M / month): +- [PyPi](https://pypi.org/project/altair) (📥 24M / month): ``` - pip install seaborn + pip install altair ``` -- [Conda](https://anaconda.org/conda-forge/seaborn) (📥 4.5M · ⏱️ 16.08.2021): +- [Conda](https://anaconda.org/conda-forge/altair) (📥 2.2M · ⏱️ 30.03.2024): ``` - conda install -c conda-forge seaborn + conda install -c conda-forge altair ```
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Bokeh (🥈28 · ⭐ 17K) - 用 Python 进行交互式 web 绘图。BSD-3 +
Bokeh (🥈33 · ⭐ 19K) - Interactive Web Plotting for Python. BSD-3 -- [GitHub](https://github.com/bokeh/bokeh) (👨‍💻 610 · 🔀 3.9K · 📦 150 · 📋 7K - 9% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/bokeh/bokeh) (👨‍💻 690 · 🔀 4.1K · 📦 87K · 📋 7.6K - 9% open · ⏱️ 09.05.2024): ``` git clone https://github.com/bokeh/bokeh ``` -- [PyPi](https://pypi.org/project/bokeh) (📥 3.7M / month): +- [PyPi](https://pypi.org/project/bokeh) (📥 5.5M / month): ``` pip install bokeh ``` -- [Conda](https://anaconda.org/conda-forge/bokeh) (📥 8.3M · ⏱️ 15.08.2022): +- [Conda](https://anaconda.org/conda-forge/bokeh) (📥 14M · ⏱️ 12.04.2024): ``` conda install -c conda-forge bokeh ```
-
bqplot (🥉27 · ⭐ 3.3K) - Jupyter Notebook的交互式绘图库。Apache-2 +
diagrams (🥉31 · ⭐ 35K) - Diagram as Code. MIT -- [GitHub](https://github.com/bqplot/bqplot) (👨‍💻 59 · 🔀 440 · 📦 34 · 📋 570 - 36% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/mingrammer/diagrams) (👨‍💻 140 · 🔀 2.2K · 📦 1.5K · 📋 490 - 61% open · ⏱️ 13.04.2024): ``` - git clone https://github.com/bloomberg/bqplot + git clone https://github.com/mingrammer/diagrams ``` -- [PyPi](https://pypi.org/project/bqplot) (📥 81K / month): +- [PyPi](https://pypi.org/project/diagrams) (📥 510K / month): ``` - pip install bqplot + pip install diagrams ``` -- [Conda](https://anaconda.org/conda-forge/bqplot) (📥 1M · ⏱️ 22.08.2022): +- [Conda](https://anaconda.org/conda-forge/diagrams) (📥 180K · ⏱️ 30.10.2023): ``` - conda install -c conda-forge bqplot + conda install -c conda-forge diagrams ```
-
diagrams (🥉25 · ⭐ 26K) - 用图表作为代码。MIT +
plotnine (🥉29 · ⭐ 3.8K) - A grammar of graphics for Python based on ggplot2. MIT -- [GitHub](https://github.com/mingrammer/diagrams) (👨‍💻 110 · 🔀 1.5K · 📋 380 - 59% open · ⏱️ 10.08.2022): +- [GitHub](https://github.com/has2k1/plotnine) (👨‍💻 110 · 🔀 200 · 📦 7.5K · 📋 630 - 10% open · ⏱️ 06.05.2024): ``` - git clone https://github.com/mingrammer/diagrams + git clone https://github.com/has2k1/plotnine ``` -- [PyPi](https://pypi.org/project/diagrams) (📥 82K / month): +- [PyPi](https://pypi.org/project/plotnine) (📥 3M / month): ``` - pip install diagrams + pip install plotnine ``` -- [Conda](https://anaconda.org/conda-forge/diagrams) (📥 130K · ⏱️ 23.01.2022): +- [Conda](https://anaconda.org/conda-forge/plotnine) (📥 360K · ⏱️ 26.04.2024): ``` - conda install -c conda-forge diagrams + conda install -c conda-forge plotnine ```
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Cartopy (🥉25 · ⭐ 1.1K) - 具有 matplotlib 支持的 python 制图库。❗️LGPL-3.0 +
bqplot (🥉28 · ⭐ 3.6K) - Interactive Plotting Library for the Jupyter Notebook. Apache-2 -- [GitHub](https://github.com/SciTools/cartopy) (👨‍💻 110 · 🔀 320 · 📦 2.6K · 📋 1.1K - 26% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/bqplot/bqplot) (👨‍💻 64 · 🔀 450 · 📦 55 · 📋 590 - 37% open · ⏱️ 25.03.2024): ``` - git clone https://github.com/SciTools/cartopy + git clone https://github.com/bloomberg/bqplot ``` -- [PyPi](https://pypi.org/project/cartopy) (📥 120K / month): +- [PyPi](https://pypi.org/project/bqplot) (📥 120K / month): ``` - pip install cartopy + pip install bqplot ``` -- [Conda](https://anaconda.org/conda-forge/cartopy) (📥 2.3M · ⏱️ 25.08.2022): +- [Conda](https://anaconda.org/conda-forge/bqplot) (📥 1.3M · ⏱️ 19.02.2024): ``` - conda install -c conda-forge cartopy + conda install -c conda-forge bqplot ```
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VisPy (🥉24 · ⭐ 2.9K) - 基于 OpenGL 的高性能科学可视化工具。❗Unlicensed +
Cartopy (🥉28 · ⭐ 1.4K) - A cartographic python library with matplotlib support. BSD-3 -- [GitHub](https://github.com/vispy/vispy) (👨‍💻 180 · 🔀 580 · 📦 820 · 📋 1.3K - 20% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/SciTools/cartopy) (👨‍💻 120 · 🔀 360 · 📦 4.9K · 📋 1.2K - 22% open · ⏱️ 04.05.2024): ``` - git clone https://github.com/vispy/vispy + git clone https://github.com/SciTools/cartopy ``` -- [PyPi](https://pypi.org/project/vispy) (📥 51K / month): +- [PyPi](https://pypi.org/project/cartopy) (📥 230K / month): ``` - pip install vispy + pip install cartopy ``` -- [Conda](https://anaconda.org/conda-forge/vispy) (📥 270K · ⏱️ 05.07.2022): +- [Conda](https://anaconda.org/conda-forge/cartopy) (📥 3.5M · ⏱️ 11.04.2024): ``` - conda install -c conda-forge vispy + conda install -c conda-forge cartopy ```
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plotnine (🥉21 · ⭐ 3.2K) - 基于ggplot2的Python图形语法。MIT +
VisPy (🥉26 · ⭐ 3.2K) - High-performance scientific visualization based on OpenGL. ❗Unlicensed -- [GitHub](https://github.com/has2k1/plotnine) (👨‍💻 96 · 🔀 170 · 📋 500 - 13% open · ⏱️ 01.07.2022): +- [GitHub](https://github.com/vispy/vispy) (👨‍💻 190 · 🔀 610 · 📦 1.5K · 📋 1.4K - 21% open · ⏱️ 17.04.2024): ``` - git clone https://github.com/has2k1/plotnine + git clone https://github.com/vispy/vispy ``` -- [PyPi](https://pypi.org/project/plotnine) (📥 350K / month): +- [PyPi](https://pypi.org/project/vispy) (📥 98K / month): ``` - pip install plotnine + pip install vispy ``` -- [Conda](https://anaconda.org/conda-forge/plotnine) (📥 190K · ⏱️ 02.07.2022): +- [Conda](https://anaconda.org/conda-forge/vispy) (📥 480K · ⏱️ 15.03.2024): ``` - conda install -c conda-forge plotnine + conda install -c conda-forge vispy ```

-## 数据库 +## Database -Back to top +Back to top -_Python 实现的数据库。_ +_Databases implemented in Python._ -
tinydb (🥇23 · ⭐ 5.3K) - 一个微型的，面向文档型数据库。MIT +
tinydb (🥇29 · ⭐ 6.5K · 💤) - A tiny, document-oriented database. MIT -- [GitHub](https://github.com/msiemens/tinydb) (👨‍💻 78 · 🔀 450 · 📋 280 - 3% open · ⏱️ 23.07.2022): +- [GitHub](https://github.com/msiemens/tinydb) (👨‍💻 82 · 🔀 510 · 📦 13K · 📋 310 - 5% open · ⏱️ 24.07.2023): ``` git clone https://github.com/msiemens/tinydb ``` -- [PyPi](https://pypi.org/project/tinydb) (📥 390K / month): +- [PyPi](https://pypi.org/project/tinydb) (📥 560K / month): ``` pip install tinydb ``` -- [Conda](https://anaconda.org/conda-forge/tinydb) (📥 200K · ⏱️ 19.02.2022): +- [Conda](https://anaconda.org/conda-forge/tinydb) (📥 390K · ⏱️ 12.06.2023): ``` conda install -c conda-forge tinydb ```
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ZODB (🥇23 · ⭐ 540) - 一个 Python 原生对象数据库。一个键值和对象图数据库。❗Unlicensed +
ZODB (🥉24 · ⭐ 660) - A native object database for Python. A key-value and object graph.. ❗Unlicensed -- [GitHub](https://github.com/zopefoundation/ZODB) (👨‍💻 120 · 🔀 73 · 📦 870 · 📋 150 - 38% open · ⏱️ 06.07.2022): +- [GitHub](https://github.com/zopefoundation/ZODB) (👨‍💻 120 · 🔀 88 · 📦 1.3K · 📋 160 - 38% open · ⏱️ 30.03.2024): ``` git clone https://github.com/zopefoundation/ZODB ``` -- [PyPi](https://pypi.org/project/ZODB) (📥 45K / month): +- [PyPi](https://pypi.org/project/ZODB) (📥 97K / month): ``` pip install ZODB ``` -- [Conda](https://anaconda.org/conda-forge/ZODB) (📥 50K · ⏱️ 17.03.2022): +- [Conda](https://anaconda.org/conda-forge/ZODB) (📥 61K · ⏱️ 30.03.2024): ``` conda install -c conda-forge ZODB ```
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pickleDB (🥉20 · ⭐ 700 · 💀) - 一个简单，轻量级键值储存数据库。BSD-3 +
pickleDB (🥉20 · ⭐ 880 · 💀) - A simple and lightweight key-value store for Python. BSD-3 -- [GitHub](https://github.com/patx/pickledb) (👨‍💻 12 · 🔀 110 · 📦 940 · 📋 57 - 28% open · ⏱️ 15.11.2019): +- [GitHub](https://github.com/patx/pickledb) (👨‍💻 15 · 🔀 120 · 📦 1.8K · 📋 60 - 30% open · ⏱️ 19.04.2023): ``` git clone https://github.com/patx/pickledb ``` -- [PyPi](https://pypi.org/project/pickledb) (📥 38K / month): +- [PyPi](https://pypi.org/project/pickledb) (📥 27K / month): ``` pip install pickledb ``` -- [Conda](https://anaconda.org/conda-forge/pickledb) (📥 2.9K · ⏱️ 17.04.2019): +- [Conda](https://anaconda.org/conda-forge/pickledb) (📥 4.3K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pickledb ```

-## 数据库 Drivers - -Back to top - -_用来连接和操作数据库的库。_ +## Database Drivers -🔗 awesome-postgres ( ⭐ 8K) - A curated list of awesome PostgreSQL software, libraries, tools and.. +Back to top -🔗 psycopg2 - Python 中最流行的 PostgreSQL 适配器。 +_Libraries for connecting and operating databases._ -🔗 awesome-sqlite ( ⭐ 190 · 💤) - A collection of awesome sqlite tools, scripts, books, etc. +🔗 awesome-postgres ( ⭐ 9.6K) - A curated list of awesome PostgreSQL software, libraries, tools and.. -🔗 sqlite3 - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 psycopg2 - The most popular PostgreSQL adapter for Python. -🔗 pymssql - 一个简单的 Microsoft SQL Server 数据库接口。 +🔗 awesome-sqlite ( ⭐ 290) - A collection of awesome sqlite tools, scripts, books, etc. -🔗 py2neo - Neo4j restful 接口的 Python 封装客户端。 +🔗 sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0. -
redis-py (🥇35 · ⭐ 11K) - Redis 的 Python 客户端。MIT +🔗 pymssql - A simple database interface to Microsoft SQL Server. -- [GitHub](https://github.com/redis/redis-py) (👨‍💻 340 · 🔀 2.1K · 📦 150K · 📋 1.2K - 9% open · ⏱️ 25.08.2022): +🔗 py2neo - A client library and toolkit for working with Neo4j. - ``` - git clone https://github.com/andymccurdy/redis-py - ``` -- [PyPi](https://pypi.org/project/redis-py): - ``` - pip install redis-py - ``` -- [Conda](https://anaconda.org/conda-forge/redis-py) (📥 770K · ⏱️ 27.06.2022): - ``` - conda install -c conda-forge redis-py - ``` -
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kafka-python (🥇34 · ⭐ 4.9K) - Apache Kafka Python 客户端。Apache-2 +
kafka-python (🥇35 · ⭐ 5.5K) - The Python client for Apache Kafka. Apache-2 -- [GitHub](https://github.com/dpkp/kafka-python) (👨‍💻 210 · 🔀 1.2K · 📥 1.8K · 📦 11K · 📋 1.4K - 15% open · ⏱️ 27.03.2022): +- [GitHub](https://github.com/dpkp/kafka-python) (👨‍💻 220 · 🔀 1.3K · 📥 1.8K · 📦 25K · 📋 1.5K - 17% open · ⏱️ 08.03.2024): ``` git clone https://github.com/dpkp/kafka-python ``` -- [PyPi](https://pypi.org/project/kafka-python) (📥 7.6M / month): +- [PyPi](https://pypi.org/project/kafka-python) (📥 13M / month): ``` pip install kafka-python ``` -- [Conda](https://anaconda.org/conda-forge/kafka-python) (📥 320K · ⏱️ 30.09.2020): +- [Conda](https://anaconda.org/conda-forge/kafka-python) (📥 440K · ⏱️ 16.06.2023): ``` conda install -c conda-forge kafka-python ```
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motor (🥇34 · ⭐ 2K) - 支持 MongoDB 的异步 Python 驱动程序。Apache-2 +
motor (🥇34 · ⭐ 2.3K) - The async Python driver for MongoDB. Apache-2 -- [GitHub](https://github.com/mongodb/motor) (👨‍💻 41 · 🔀 170 · 📦 34K · ⏱️ 17.08.2022): +- [GitHub](https://github.com/mongodb/motor) (👨‍💻 52 · 🔀 200 · 📦 89K · ⏱️ 19.04.2024): ``` git clone https://github.com/mongodb/motor ``` -- [PyPi](https://pypi.org/project/motor) (📥 4.2M / month): +- [PyPi](https://pypi.org/project/motor) (📥 1.7M / month): ``` pip install motor ``` -- [Conda](https://anaconda.org/conda-forge/motor) (📥 47K · ⏱️ 28.04.2022): +- [Conda](https://anaconda.org/conda-forge/motor) (📥 67K · ⏱️ 26.03.2024): ``` conda install -c conda-forge motor ```
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PyMySQL (🥈32 · ⭐ 7K) - 纯 Python MySQL 驱动，兼容 mysql-python。MIT +
PyMySQL (🥈33 · ⭐ 7.6K) - A pure Python MySQL driver compatible to mysql-python. MIT -- [GitHub](https://github.com/PyMySQL/PyMySQL) (👨‍💻 120 · 🔀 1.3K · 📦 130K · 📋 610 - 4% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/PyMySQL/PyMySQL) (👨‍💻 120 · 🔀 1.4K · 📦 220K · 📋 650 - 2% open · ⏱️ 04.05.2024): ``` git clone https://github.com/PyMySQL/PyMySQL ``` -- [PyPi](https://pypi.org/project/PyMySQL) (📥 32M / month): +- [PyPi](https://pypi.org/project/PyMySQL) (📥 48M / month): ``` pip install PyMySQL ``` -- [Conda](https://anaconda.org/conda-forge/PyMySQL) (📥 750K · ⏱️ 09.01.2021): +- [Conda](https://anaconda.org/conda-forge/PyMySQL) (📥 1.4M · ⏱️ 26.06.2023): ``` conda install -c conda-forge PyMySQL ```
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cassandra-driver (🥈24 · ⭐ 1.3K) - The Python Driver for Apache Cassandra. Apache-2 +
redis-py (🥈27 · ⭐ 12K · 📉) - The Python client for Redis. MIT -- [GitHub](https://github.com/datastax/python-driver) (👨‍💻 180 · 🔀 440 · 📦 4.1K · ⏱️ 17.05.2022): +- [GitHub](https://github.com/redis/redis-py) (👨‍💻 440 · 🔀 2.4K · 📋 1.6K - 10% open · ⏱️ 09.05.2024): ``` - git clone https://github.com/datastax/python-driver + git clone https://github.com/andymccurdy/redis-py ``` -- [PyPi](https://pypi.org/project/python-driver) (📥 15 / month): +- [PyPi](https://pypi.org/project/redis-py): ``` - pip install python-driver + pip install redis-py ``` -- [Conda](https://anaconda.org/conda-forge/python-driver): +- [Conda](https://anaconda.org/conda-forge/redis-py) (📥 1.2M · ⏱️ 23.04.2024): ``` - conda install -c conda-forge python-driver + conda install -c conda-forge redis-py ```
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clickhouse-driver (🥈24 · ⭐ 900) - Python driver with native interface for ClickHouse. ❗Unlicensed +
clickhouse-driver (🥈26 · ⭐ 1.2K) - Python driver with native interface for ClickHouse. ❗Unlicensed -- [GitHub](https://github.com/mymarilyn/clickhouse-driver) (👨‍💻 43 · 🔀 170 · 📦 710 · 📋 250 - 12% open · ⏱️ 27.07.2022): +- [GitHub](https://github.com/mymarilyn/clickhouse-driver) (👨‍💻 61 · 🔀 210 · 📦 2.1K · 📋 320 - 16% open · ⏱️ 24.04.2024): ``` git clone https://github.com/mymarilyn/clickhouse-driver ``` -- [PyPi](https://pypi.org/project/clickhouse-driver) (📥 1.3M / month): +- [PyPi](https://pypi.org/project/clickhouse-driver) (📥 1.9M / month): ``` pip install clickhouse-driver ``` -- [Conda](https://anaconda.org/conda-forge/clickhouse-driver) (📥 320K · ⏱️ 13.06.2022): +- [Conda](https://anaconda.org/conda-forge/clickhouse-driver) (📥 440K · ⏱️ 20.02.2024): ``` conda install -c conda-forge clickhouse-driver ```
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happybase (🥉22 · ⭐ 590) - 一个为 Apache HBase 设计的，对开发者友好的库。❗Unlicensed +
mysqlclient (🥉25 · ⭐ 2.4K) - MySQL connector with Python 3 support ([mysql-.. ❗️GPL-2.0 -- [GitHub](https://github.com/python-happybase/happybase) (👨‍💻 19 · 🔀 150 · 📦 650 · 📋 200 - 10% open · ⏱️ 12.07.2022): +- [GitHub](https://github.com/PyMySQL/mysqlclient) (👨‍💻 84 · 🔀 400 · 📥 5.3K · 📦 160K · 📋 340 - 2% open · ⏱️ 08.02.2024): ``` - git clone https://github.com/wbolster/happybase + git clone https://github.com/PyMySQL/mysqlclient-python ``` -- [PyPi](https://pypi.org/project/happybase) (📥 76K / month): +- [PyPi](https://pypi.org/project/mysqlclient-python): ``` - pip install happybase + pip install mysqlclient-python ``` -- [Conda](https://anaconda.org/conda-forge/happybase) (📥 98K · ⏱️ 01.07.2019): +- [Conda](https://anaconda.org/conda-forge/mysqlclient-python): ``` - conda install -c conda-forge happybase + conda install -c conda-forge mysqlclient-python + ``` +
+
cassandra-driver (🥉24 · ⭐ 1.4K) - The Python Driver for Apache Cassandra. Apache-2 + +- [GitHub](https://github.com/datastax/python-driver) (👨‍💻 200 · 🔀 470 · 📦 6.8K · ⏱️ 03.05.2024): + + ``` + git clone https://github.com/datastax/python-driver + ``` +- [PyPi](https://pypi.org/project/python-driver) (📥 20 / month): + ``` + pip install python-driver + ``` +- [Conda](https://anaconda.org/conda-forge/python-driver): + ``` + conda install -c conda-forge python-driver ```
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pymongo (🥉21 · ⭐ 3.7K) - MongoDB 的官方 Python 客户端。Apache-2 +
pymongo (🥉21 · ⭐ 4.1K) - The official Python client for MongoDB. Apache-2 -- [GitHub](https://github.com/mongodb/mongo-python-driver) (👨‍💻 190 · 🔀 960 · ⏱️ 26.08.2022): +- [GitHub](https://github.com/mongodb/mongo-python-driver) (👨‍💻 210 · 🔀 1K · ⏱️ 09.05.2024): ``` git clone https://github.com/mongodb/mongo-python-driver @@ -2564,46 +2564,46 @@ _用来连接和操作数据库的库。_ conda install -c conda-forge mongo-python-driver ```
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queries (🥉19 · ⭐ 250 · 💤) - psycopg2 库的封装，用来和 PostgreSQL 进行交互。BSD-3 +
happybase (🥉21 · ⭐ 610) - A developer-friendly library for Apache HBase. ❗Unlicensed -- [GitHub](https://github.com/gmr/queries) (👨‍💻 11 · 🔀 30 · 📦 110 · 📋 18 - 22% open · ⏱️ 16.11.2021): +- [GitHub](https://github.com/python-happybase/happybase) (👨‍💻 21 · 🔀 160 · 📦 850 · 📋 210 - 11% open · ⏱️ 04.12.2023): ``` - git clone https://github.com/gmr/queries + git clone https://github.com/wbolster/happybase ``` -- [PyPi](https://pypi.org/project/queries) (📥 2.7K / month): +- [PyPi](https://pypi.org/project/happybase) (📥 51K / month): ``` - pip install queries + pip install happybase ``` -- [Conda](https://anaconda.org/conda-forge/queries): +- [Conda](https://anaconda.org/conda-forge/happybase) (📥 160K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge queries + conda install -c conda-forge happybase ```
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mysqlclient (🥉17 · ⭐ 2.1K) - MySQL connector with Python 3 support ([mysql-.. ❗️GPL-2.0 +
queries (🥉19 · ⭐ 260 · 💀) - A wrapper of the psycopg2 library for interacting with PostgreSQL. BSD-3 -- [GitHub](https://github.com/PyMySQL/mysqlclient) (👨‍💻 70 · 🔀 340 · 📥 5.2K · 📋 290 - 4% open · ⏱️ 05.08.2022): +- [GitHub](https://github.com/gmr/queries) (👨‍💻 12 · 🔀 33 · 📦 130 · 📋 18 - 22% open · ⏱️ 16.11.2021): ``` - git clone https://github.com/PyMySQL/mysqlclient-python + git clone https://github.com/gmr/queries ``` -- [PyPi](https://pypi.org/project/mysqlclient-python): +- [PyPi](https://pypi.org/project/queries) (📥 3.3K / month): ``` - pip install mysqlclient-python + pip install queries ``` -- [Conda](https://anaconda.org/conda-forge/mysqlclient-python): +- [Conda](https://anaconda.org/conda-forge/queries): ``` - conda install -c conda-forge mysqlclient-python + conda install -c conda-forge queries ```
-
SuperSQLite (🥉17 · ⭐ 700 · 💀) - A supercharged SQLite library built on top of.. MIT +
SuperSQLite (🥉17 · ⭐ 720 · 💀) - A supercharged SQLite library built on top of.. MIT - [GitHub](https://github.com/plasticityai/supersqlite) (👨‍💻 2 · 🔀 24 · 📦 10 · 📋 7 - 85% open · ⏱️ 27.08.2019): ``` git clone https://github.com/plasticityai/supersqlite ``` -- [PyPi](https://pypi.org/project/supersqlite) (📥 330 / month): +- [PyPi](https://pypi.org/project/supersqlite) (📥 260 / month): ``` pip install supersqlite ``` @@ -2614,67 +2614,67 @@ _用来连接和操作数据库的库。_

-## 日期和时间 +## Date and Time -Back to top +Back to top -_操作日期和时间的类库。_ +_Libraries for working with dates and times._ -🔗 Arrow - 更好的 Python 日期时间操作类库。 +🔗 Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating,.. -🔗 pytz - 支持跨平台时区计算，并将 tz database 引入 Python。 +🔗 pytz - World timezone definitions, modern and historical. Brings the [tz.. -
dateutil (🥇28 · ⭐ 1.9K) - Python 标准包 datetime 的扩展。❗Unlicensed +
Pendulum (🥇34 · ⭐ 6.1K) - Python datetimes made easy. MIT -- [GitHub](https://github.com/dateutil/dateutil) (👨‍💻 130 · 🔀 400 · 📥 35K · 📦 770K · 📋 630 - 39% open · ⏱️ 18.04.2022): +- [GitHub](https://github.com/sdispater/pendulum) (👨‍💻 96 · 🔀 360 · 📥 640 · 📦 27K · 📋 520 - 38% open · ⏱️ 16.12.2023): ``` - git clone https://github.com/dateutil/dateutil + git clone https://github.com/sdispater/pendulum ``` -- [PyPi](https://pypi.org/project/dateutil): +- [PyPi](https://pypi.org/project/pendulum) (📥 31M / month): ``` - pip install dateutil + pip install pendulum ``` -- [Conda](https://anaconda.org/conda-forge/dateutil): +- [Conda](https://anaconda.org/conda-forge/pendulum) (📥 970K · ⏱️ 07.01.2024): ``` - conda install -c conda-forge dateutil + conda install -c conda-forge pendulum ```
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maya (🥈27 · ⭐ 3.4K) - 人性化的时间处理库。MIT +
maya (🥈28 · ⭐ 3.4K) - Datetimes for Humans. MIT -- [GitHub](https://github.com/timofurrer/maya) (👨‍💻 47 · 🔀 190 · 📦 960 · 📋 90 - 17% open · ⏱️ 13.05.2022): +- [GitHub](https://github.com/kennethreitz/maya) (👨‍💻 49 · 🔀 200 · 📦 1.2K · 📋 94 - 20% open · ⏱️ 02.04.2024): ``` git clone https://github.com/timofurrer/maya ``` -- [PyPi](https://pypi.org/project/maya) (📥 41K / month): +- [PyPi](https://pypi.org/project/maya) (📥 110K / month): ``` pip install maya ``` -- [Conda](https://anaconda.org/conda-forge/maya) (📥 49K · ⏱️ 07.01.2019): +- [Conda](https://anaconda.org/conda-forge/maya) (📥 63K · ⏱️ 16.06.2023): ``` conda install -c conda-forge maya ```
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Pendulum (🥈25 · ⭐ 4.9K) - 一个比 arrow 更具有明确的，可预测的行为的时间操作库。MIT +
moment (🥈21 · ⭐ 730 · 💀) - A Python library for dealing with dates/times. Inspired by.. ❗Unlicensed -- [GitHub](https://github.com/sdispater/pendulum) (👨‍💻 87 · 🔀 290 · 📋 440 - 41% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/zachwill/moment) (👨‍💻 4 · 🔀 46 · 📦 960 · 📋 41 - 7% open · ⏱️ 27.11.2020): ``` - git clone https://github.com/sdispater/pendulum + git clone https://github.com/zachwill/moment ``` -- [PyPi](https://pypi.org/project/pendulum) (📥 9.5M / month): +- [PyPi](https://pypi.org/project/moment) (📥 120K / month): ``` - pip install pendulum + pip install moment ``` -- [Conda](https://anaconda.org/conda-forge/pendulum) (📥 550K · ⏱️ 06.04.2022): +- [Conda](https://anaconda.org/conda-forge/moment) (📥 12K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge pendulum + conda install -c conda-forge moment ```
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delorean (🥉20 · ⭐ 1.8K) - 解决 Python 中有关日期处理的棘手问题的库。MIT +
delorean (🥉20 · ⭐ 1.8K · 💀) - A library for clearing up the inconvenient truths that arise dealing.. MIT -- [GitHub](https://github.com/myusuf3/delorean) (🔀 130 · 📦 810 · 📋 63 - 42% open · ⏱️ 28.06.2022): +- [GitHub](https://github.com/myusuf3/delorean) (🔀 130 · 📦 1.1K · 📋 65 - 43% open · ⏱️ 28.06.2022): ``` git clone https://github.com/myusuf3/delorean/ @@ -2684,30 +2684,30 @@ _操作日期和时间的类库。_ conda install -c conda-forge ```
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moment (🥉20 · ⭐ 700 · 💀) - 一个处理日期/时间的库，灵感来自 Moment.js。❗Unlicensed +
dateutil (🥉19 · ⭐ 2.3K · 📉) - Extensions to the standard Python.. ❗Unlicensed -- [GitHub](https://github.com/zachwill/moment) (👨‍💻 4 · 🔀 41 · 📦 700 · 📋 40 - 15% open · ⏱️ 27.11.2020): +- [GitHub](https://github.com/dateutil/dateutil) (👨‍💻 130 · 🔀 470 · 📥 35K · 📋 720 - 41% open · ⏱️ 01.03.2024): ``` - git clone https://github.com/zachwill/moment + git clone https://github.com/dateutil/dateutil ``` -- [PyPi](https://pypi.org/project/moment) (📥 61K / month): +- [PyPi](https://pypi.org/project/dateutil): ``` - pip install moment + pip install dateutil ``` -- [Conda](https://anaconda.org/conda-forge/moment) (📥 9.3K · ⏱️ 31.01.2019): +- [Conda](https://anaconda.org/conda-forge/dateutil): ``` - conda install -c conda-forge moment + conda install -c conda-forge dateutil ```
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Chronyk (🥉16 · ⭐ 340 · 💀) - Python 3 的类库，用于解析手写格式的时间和日期。MIT +
Chronyk (🥉16 · ⭐ 340 · 💀) - A Python 3 library for parsing human-written times and dates. MIT -- [GitHub](https://github.com/KoffeinFlummi/Chronyk) (👨‍💻 3 · 🔀 16 · 📦 21 · 📋 10 - 50% open · ⏱️ 02.08.2015): +- [GitHub](https://github.com/KoffeinFlummi/Chronyk) (👨‍💻 3 · 🔀 16 · 📦 31 · 📋 10 - 50% open · ⏱️ 02.08.2015): ``` git clone https://github.com/KoffeinFlummi/Chronyk ``` -- [PyPi](https://pypi.org/project/Chronyk) (📥 570 / month): +- [PyPi](https://pypi.org/project/Chronyk) (📥 340 / month): ``` pip install Chronyk ``` @@ -2716,14 +2716,14 @@ _操作日期和时间的类库。_ conda install -c conda-forge Chronyk ```
-
PyTime (🥉14 · ⭐ 150 · 💤) - 一个简单易用的 Python 模块，用于通过字符串来操作日期/时间。MIT +
PyTime (🥉15 · ⭐ 160 · 💀) - An easy-to-use Python module which aims to operate date/time/datetime.. MIT -- [GitHub](https://github.com/shinux/PyTime) (👨‍💻 5 · 🔀 17 · 📦 28 · ⏱️ 31.08.2021): +- [GitHub](https://github.com/shinux/PyTime) (👨‍💻 7 · 🔀 22 · 📦 40 · ⏱️ 05.11.2022): ``` git clone https://github.com/shinux/PyTime ``` -- [PyPi](https://pypi.org/project/PyTime) (📥 2.3K / month): +- [PyPi](https://pypi.org/project/PyTime) (📥 810 / month): ``` pip install PyTime ``` @@ -2732,9 +2732,9 @@ _操作日期和时间的类库。_ conda install -c conda-forge PyTime ```
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when.py (🥉12 · ⭐ 190 · 💀) - 提供用户友好的函数来帮助用户进行常用的日期和时间操作。BSD-3 +
when.py (🥉12 · ⭐ 190 · 💀) - Providing user-friendly functions to help perform common date and.. BSD-3 -- [GitHub](https://github.com/dirn/When.py) (👨‍💻 5 · 🔀 18 · 📦 24 · ⏱️ 14.10.2017): +- [GitHub](https://github.com/dirn/When.py) (👨‍💻 5 · 🔀 19 · 📦 25 · ⏱️ 14.10.2017): ``` git clone https://github.com/dirn/When.py @@ -2750,132 +2750,164 @@ _操作日期和时间的类库。_

-## 调试工具 +## Debugging Tools -Back to top +Back to top -_用来进行代码调试的库。_ +_Libraries for debugging code._ -
py-spy (🥇30 · ⭐ 8.8K) - Python 程序采样分析器，使用 Rust 实现。MIT +
py-spy (🥇31 · ⭐ 12K) - A sampling profiler for Python programs. Written in Rust. MIT -- [GitHub](https://github.com/benfred/py-spy) (👨‍💻 30 · 🔀 300 · 📥 9.7K · 📦 300 · 📋 250 - 32% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/benfred/py-spy) (👨‍💻 38 · 🔀 390 · 📥 17K · 📦 4K · 📋 340 - 44% open · ⏱️ 27.02.2024): ``` git clone https://github.com/benfred/py-spy ``` -- [PyPi](https://pypi.org/project/py-spy) (📥 960K / month): +- [PyPi](https://pypi.org/project/py-spy) (📥 2.2M / month): ``` pip install py-spy ``` -- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 330K · ⏱️ 18.12.2021): +- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 530K · ⏱️ 16.06.2023): ``` conda install -c conda-forge py-spy ```
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django-debug-toolbar (🥇30 · ⭐ 7.1K) - 为 Django 显示各种调试信息。BSD-3 +
django-debug-toolbar (🥇31 · ⭐ 7.9K) - Display various debug information for Django. BSD-3 -- [GitHub](https://github.com/jazzband/django-debug-toolbar) (👨‍💻 260 · 🔀 850 · 📥 170 · 📦 55K · 📋 800 - 10% open · ⏱️ 19.08.2022): +- [GitHub](https://github.com/jazzband/django-debug-toolbar) (👨‍💻 280 · 🔀 910 · 📥 210 · 📦 88K · 📋 880 - 7% open · ⏱️ 07.05.2024): ``` git clone https://github.com/jazzband/django-debug-toolbar ``` -- [PyPi](https://pypi.org/project/django-debug-toolbar) (📥 1.5M / month): +- [PyPi](https://pypi.org/project/django-debug-toolbar) (📥 2.8M / month): ``` pip install django-debug-toolbar ``` -- [Conda](https://anaconda.org/conda-forge/django-debug-toolbar) (📥 140K · ⏱️ 18.08.2022): +- [Conda](https://anaconda.org/conda-forge/django-debug-toolbar) (📥 180K · ⏱️ 02.02.2024): ``` conda install -c conda-forge django-debug-toolbar ```
-
flask-debugtoolbar (🥈29 · ⭐ 840) - django-debug-toolbar 的 flask 版。BSD-3 +
ipdb (🥈29 · ⭐ 1.8K · 💤) - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). BSD-3 -- [GitHub](https://github.com/flask-debugtoolbar/flask-debugtoolbar) (👨‍💻 42 · 🔀 120 · 📦 18K · 📋 100 - 33% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/gotcha/ipdb) (👨‍💻 58 · 🔀 140 · 📦 55K · 📋 190 - 32% open · ⏱️ 03.08.2023): ``` - git clone https://github.com/mgood/flask-debugtoolbar + git clone https://github.com/gotcha/ipdb ``` -- [PyPi](https://pypi.org/project/flask-debugtoolbar) (📥 130K / month): +- [PyPi](https://pypi.org/project/ipdb) (📥 3.4M / month): ``` - pip install flask-debugtoolbar + pip install ipdb ``` -- [Conda](https://anaconda.org/conda-forge/flask-debugtoolbar) (📥 54K · ⏱️ 30.03.2022): +- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 450K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge flask-debugtoolbar + conda install -c conda-forge ipdb ```
-
ipdb (🥈28 · ⭐ 1.6K · 💤) - IPython 启用的 pdb。BSD-3 +
flask-debugtoolbar (🥈27 · ⭐ 920) - A port of the django-debug-toolbar to flask. BSD-3 -- [GitHub](https://github.com/gotcha/ipdb) (👨‍💻 49 · 🔀 130 · 📦 34K · 📋 180 - 34% open · ⏱️ 30.12.2021): +- [GitHub](https://github.com/pallets-eco/flask-debugtoolbar) (👨‍💻 55 · 🔀 140 · 📦 27K · 📋 130 - 22% open · ⏱️ 07.05.2024): ``` - git clone https://github.com/gotcha/ipdb + git clone https://github.com/mgood/flask-debugtoolbar ``` -- [PyPi](https://pypi.org/project/ipdb) (📥 2.5M / month): +- [PyPi](https://pypi.org/project/flask-debugtoolbar) (📥 170K / month): ``` - pip install ipdb + pip install flask-debugtoolbar ``` -- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 280K · ⏱️ 24.06.2021): +- [Conda](https://anaconda.org/conda-forge/flask-debugtoolbar) (📥 67K · ⏱️ 27.04.2024): ``` - conda install -c conda-forge ipdb + conda install -c conda-forge flask-debugtoolbar + ``` +
+
icecream (🥈26 · ⭐ 8.5K) - Inspect variables, expressions, and program execution with a single,.. MIT + +- [GitHub](https://github.com/gruns/icecream) (👨‍💻 21 · 🔀 180 · 📦 21 · 📋 130 - 43% open · ⏱️ 01.02.2024): + + ``` + git clone https://github.com/gruns/icecream + ``` +- [PyPi](https://pypi.org/project/icecream) (📥 400K / month): + ``` + pip install icecream + ``` +- [Conda](https://anaconda.org/conda-forge/icecream) (📥 38K · ⏱️ 16.06.2023): + ``` + conda install -c conda-forge icecream ```
-
pyelftools (🥈26 · ⭐ 1.5K) - 解析和分析 ELF 文件以及 DWARF 调试信息。❗Unlicensed +
pyelftools (🥈26 · ⭐ 1.9K) - Parsing and analyzing ELF files and DWARF debugging.. ❗Unlicensed -- [GitHub](https://github.com/eliben/pyelftools) (👨‍💻 84 · 🔀 430 · 📦 3.8K · 📋 200 - 30% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/eliben/pyelftools) (👨‍💻 100 · 🔀 480 · 📦 7.5K · 📋 250 - 26% open · ⏱️ 29.04.2024): ``` git clone https://github.com/eliben/pyelftools ``` -- [PyPi](https://pypi.org/project/pyelftools) (📥 1.6M / month): +- [PyPi](https://pypi.org/project/pyelftools) (📥 4M / month): ``` pip install pyelftools ``` -- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 98K · ⏱️ 12.08.2022): +- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 160K · ⏱️ 14.03.2024): ``` conda install -c conda-forge pyelftools ```
-
pudb (🥈25 · ⭐ 2.5K) - 全屏，基于控制台的 Python 调试器。❗Unlicensed +
pudb (🥈25 · ⭐ 2.9K) - A full-screen, console-based Python debugger. ❗Unlicensed -- [GitHub](https://github.com/inducer/pudb) (👨‍💻 89 · 🔀 200 · 📦 3.3K · 📋 290 - 45% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/inducer/pudb) (👨‍💻 95 · 🔀 220 · 📦 6.3K · 📋 320 - 44% open · ⏱️ 29.04.2024): ``` git clone https://github.com/inducer/pudb ``` -- [PyPi](https://pypi.org/project/pudb) (📥 200K / month): +- [PyPi](https://pypi.org/project/pudb) (📥 220K / month): ``` pip install pudb ``` -- [Conda](https://anaconda.org/conda-forge/pudb) (📥 140K · ⏱️ 11.01.2022): +- [Conda](https://anaconda.org/conda-forge/pudb) (📥 250K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pudb ```
-
icecream (🥈22 · ⭐ 6.1K) - 通过一个简单的函数调用检查变量、表达式和程序执行情况。MIT +
line_profiler (🥉23 · ⭐ 3.6K · 💀) - Line-by-line profiling. ❗Unlicensed -- [GitHub](https://github.com/gruns/icecream) (👨‍💻 19 · 🔀 120 · 📋 92 - 26% open · ⏱️ 21.07.2022): +- [GitHub](https://github.com/rkern/line_profiler) (👨‍💻 14 · 🔀 250 · 📦 890 · 📋 140 - 36% open · ⏱️ 23.04.2019): ``` - git clone https://github.com/gruns/icecream + git clone https://github.com/rkern/line_profiler ``` -- [PyPi](https://pypi.org/project/icecream) (📥 160K / month): +- [PyPi](https://pypi.org/project/line_profiler) (📥 540K / month): ``` - pip install icecream + pip install line_profiler ``` -- [Conda](https://anaconda.org/conda-forge/icecream) (📥 6.6K · ⏱️ 21.07.2022): +- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 760K · ⏱️ 27.09.2023): ``` - conda install -c conda-forge icecream + conda install -c conda-forge line_profiler + ``` +
+
pdb++ (🥉23 · ⭐ 1.3K · 💀) - Another drop-in replacement for pdb. BSD-3 + +- [GitHub](https://github.com/pdbpp/pdbpp) (👨‍💻 41 · 🔀 67 · 📦 5.6K · 📋 200 - 38% open · ⏱️ 14.07.2022): + + ``` + git clone https://github.com/antocuni/pdb + ``` +- [PyPi](https://pypi.org/project/pdb): + ``` + pip install pdb + ``` +- [Conda](https://anaconda.org/conda-forge/pdb): + ``` + conda install -c conda-forge pdb ```
-
vprof (🥈22 · ⭐ 3.9K) - 视觉 Python 分析器。BSD-2 +
vprof (🥉21 · ⭐ 3.9K · 💀) - Visual Python profiler. BSD-2 -- [GitHub](https://github.com/nvdv/vprof) (👨‍💻 17 · 🔀 150 · 📦 97 · 📋 82 - 31% open · ⏱️ 15.07.2022): +- [GitHub](https://github.com/nvdv/vprof) (👨‍💻 17 · 🔀 160 · 📦 120 · 📋 86 - 33% open · ⏱️ 15.07.2022): ``` git clone https://github.com/nvdv/vprof ``` -- [PyPi](https://pypi.org/project/vprof) (📥 5.2K / month): +- [PyPi](https://pypi.org/project/vprof) (📥 5.1K / month): ``` pip install vprof ``` @@ -2884,14 +2916,14 @@ _用来进行代码调试的库。_ conda install -c conda-forge vprof ```
-
django-devserver (🥉21 · ⭐ 1.3K · 💀) - 一个 Django 运行服务器的替代品。BSD-3 +
django-devserver (🥉21 · ⭐ 1.3K · 💀) - A drop-in replacement for Django's runserver. BSD-3 -- [GitHub](https://github.com/dcramer/django-devserver) (👨‍💻 39 · 🔀 140 · 📦 360 · 📋 67 - 58% open · ⏱️ 05.03.2016): +- [GitHub](https://github.com/dcramer/django-devserver) (👨‍💻 39 · 🔀 140 · 📦 400 · 📋 67 - 58% open · ⏱️ 05.03.2016): ``` git clone https://github.com/dcramer/django-devserver ``` -- [PyPi](https://pypi.org/project/django-devserver) (📥 4.6K / month): +- [PyPi](https://pypi.org/project/django-devserver) (📥 5.9K / month): ``` pip install django-devserver ``` @@ -2900,30 +2932,30 @@ _用来进行代码调试的库。_ conda install -c conda-forge django-devserver ```
-
pdb++ (🥉21 · ⭐ 970) - 另一种 pdb 的替代。BSD-3 +
python-hunter (🥉21 · ⭐ 780) - A flexible code tracing toolkit. BSD-2 -- [GitHub](https://github.com/pdbpp/pdbpp) (👨‍💻 41 · 🔀 51 · 📦 3K · 📋 190 - 38% open · ⏱️ 14.07.2022): +- [GitHub](https://github.com/ionelmc/python-hunter) (👨‍💻 9 · 🔀 45 · 📦 170 · 📋 97 - 44% open · ⏱️ 02.05.2024): ``` - git clone https://github.com/antocuni/pdb + git clone https://github.com/ionelmc/python-hunter ``` -- [PyPi](https://pypi.org/project/pdb): +- [PyPi](https://pypi.org/project/python-hunter) (📥 320 / month): ``` - pip install pdb + pip install python-hunter ``` -- [Conda](https://anaconda.org/conda-forge/pdb): +- [Conda](https://anaconda.org/conda-forge/python-hunter): ``` - conda install -c conda-forge pdb + conda install -c conda-forge python-hunter ```
-
wdb (🥉19 · ⭐ 1.5K · 💀) - 一个奇异的 web 调试器，通过 WebSockets 工作。❗️GPL-3.0 +
wdb (🥉20 · ⭐ 1.6K · 💀) - An improbable web debugger through WebSockets. ❗️GPL-3.0 -- [GitHub](https://github.com/Kozea/wdb) (👨‍💻 22 · 🔀 100 · 📦 120 · 📋 110 - 26% open · ⏱️ 16.09.2019): +- [GitHub](https://github.com/Kozea/wdb) (👨‍💻 22 · 🔀 110 · 📦 220 · 📋 110 - 27% open · ⏱️ 16.09.2019): ``` git clone https://github.com/Kozea/wdb ``` -- [PyPi](https://pypi.org/project/wdb) (📥 7.6K / month): +- [PyPi](https://pypi.org/project/wdb) (📥 6K / month): ``` pip install wdb ``` @@ -2932,62 +2964,30 @@ _用来进行代码调试的库。_ conda install -c conda-forge wdb ```
-
line_profiler (🥉17 · ⭐ 3.6K · 💀) - Line-by-line profiling. ❗Unlicensed - -- [GitHub](https://github.com/rkern/line_profiler) (👨‍💻 14 · 🔀 250 · 📋 140 - 36% open · ⏱️ 23.04.2019): - - ``` - git clone https://github.com/rkern/line_profiler - ``` -- [PyPi](https://pypi.org/project/line_profiler) (📥 220K / month): - ``` - pip install line_profiler - ``` -- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 270K · ⏱️ 22.03.2022): - ``` - conda install -c conda-forge line_profiler - ``` -
-
pyflame (🥉17 · ⭐ 2.9K · 💀) - 用于 Python 的跟踪分析器。Apache-2 +
pyflame (🥉19 · ⭐ 3K · 💀) - A ptracing profiler For Python. Apache-2 -- [GitHub](https://github.com/uber-archive/pyflame) (👨‍💻 22 · 🔀 220 · 📋 77 - 31% open · ⏱️ 03.12.2019): +- [GitHub](https://github.com/uber-archive/pyflame) (👨‍💻 22 · 🔀 230 · 📋 77 - 31% open · ⏱️ 03.12.2019): ``` git clone https://github.com/uber/pyflame ``` -- [PyPi](https://pypi.org/project/pyflame) (📥 200 / month): +- [PyPi](https://pypi.org/project/pyflame) (📥 10K / month): ``` pip install pyflame ``` -- [Conda](https://anaconda.org/conda-forge/pyflame) (📥 18K · ⏱️ 25.06.2021): +- [Conda](https://anaconda.org/conda-forge/pyflame) (📥 22K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pyflame ```
-
python-hunter (🥉17 · ⭐ 680 · 💤) - 一个灵活的代码追踪工具包。BSD-2 - -- [GitHub](https://github.com/ionelmc/python-hunter) (👨‍💻 9 · 🔀 39 · 📦 98 · 📋 87 - 42% open · ⏱️ 15.12.2021): - - ``` - git clone https://github.com/ionelmc/python-hunter - ``` -- [PyPi](https://pypi.org/project/python-hunter) (📥 12 / month): - ``` - pip install python-hunter - ``` -- [Conda](https://anaconda.org/conda-forge/python-hunter): - ``` - conda install -c conda-forge python-hunter - ``` -
-
manhole (🥉16 · ⭐ 330) - 调试UNIX套接字连接，并显示所有线程的堆栈跟踪和交互式提示。BSD-2 +
manhole (🥉18 · ⭐ 360) - Debugging UNIX socket connections and present the stacktraces for all.. BSD-2 -- [GitHub](https://github.com/ionelmc/python-manhole) (👨‍💻 11 · 🔀 19 · 📦 110 · 📋 21 - 28% open · ⏱️ 02.02.2022): +- [GitHub](https://github.com/ionelmc/python-manhole) (👨‍💻 11 · 🔀 23 · 📦 280 · 📋 22 - 31% open · ⏱️ 18.12.2023): ``` git clone https://github.com/ionelmc/python-manhole ``` -- [PyPi](https://pypi.org/project/python-manhole): +- [PyPi](https://pypi.org/project/python-manhole) (📥 7 / month): ``` pip install python-manhole ``` @@ -2996,145 +2996,145 @@ _用来进行代码调试的库。_ conda install -c conda-forge python-manhole ```
-
memory_profiler (🥉16 · ⭐ 79 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed +
memory_profiler (🥉16 · ⭐ 89 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed -- [GitHub](https://github.com/fabianp/memory_profiler) (👨‍💻 61 · 🔀 13 · ⏱️ 28.06.2018): +- [GitHub](https://github.com/fabianp/memory_profiler) (👨‍💻 62 · 🔀 13 · ⏱️ 28.06.2018): ``` git clone https://github.com/fabianp/memory_profiler ``` -- [PyPi](https://pypi.org/project/memory_profiler) (📥 570K / month): +- [PyPi](https://pypi.org/project/memory_profiler) (📥 1.5M / month): ``` pip install memory_profiler ``` -- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 210K · ⏱️ 19.12.2021): +- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 680K · ⏱️ 16.06.2023): ``` conda install -c conda-forge memory_profiler ```
-
pyringe (🥉12 · ⭐ 1.6K · 💀) - 能够附加到 Python 进程并将代码注入Python进程的调试器。❗Unlicensed +
lptrace (🥉13 · ⭐ 700 · 💀) - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for.. ❗️GPL-3.0 -- [GitHub](https://github.com/google/pyringe) (🔀 74 · 📦 4 · 📋 24 - 62% open · ⏱️ 10.05.2014): +- [GitHub](https://github.com/khamidou/lptrace) (🔀 39 · 📦 4 · 📋 12 - 41% open · ⏱️ 24.02.2017): ``` - git clone https://github.com/google/pyringe + git clone https://github.com/khamidou/lptrace ``` -- [PyPi](https://pypi.org/project/pyringe) (📥 33 / month): +- [PyPi](https://pypi.org/project/lptrace) (📥 1.1K / month): ``` - pip install pyringe + pip install lptrace ``` -- [Conda](https://anaconda.org/conda-forge/pyringe): +- [Conda](https://anaconda.org/conda-forge/lptrace): ``` - conda install -c conda-forge pyringe + conda install -c conda-forge lptrace ```
-
lptrace (🥉12 · ⭐ 680 · 💀) - 为 Python 程序打造的 strace。❗️GPL-3.0 +
pyringe (🥉12 · ⭐ 1.6K · 💀) - Debugger capable of attaching to and injecting code into.. ❗Unlicensed -- [GitHub](https://github.com/khamidou/lptrace) (🔀 37 · 📦 3 · 📋 12 - 41% open · ⏱️ 24.02.2017): +- [GitHub](https://github.com/google/pyringe) (🔀 78 · 📦 5 · 📋 24 - 62% open · ⏱️ 10.05.2014): ``` - git clone https://github.com/khamidou/lptrace + git clone https://github.com/google/pyringe ``` -- [PyPi](https://pypi.org/project/lptrace) (📥 310 / month): +- [PyPi](https://pypi.org/project/pyringe) (📥 33 / month): ``` - pip install lptrace + pip install pyringe ``` -- [Conda](https://anaconda.org/conda-forge/lptrace): +- [Conda](https://anaconda.org/conda-forge/pyringe): ``` - conda install -c conda-forge lptrace + conda install -c conda-forge pyringe ```

-## 深度学习 +## Deep Learning -Back to top +Back to top -_神经网络和深度学习相关框架。 也可以参考 [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning)。_ +_Frameworks for Neural Networks and Deep Learning._ -
tensorflow (🥇44 · ⭐ 170K) - 谷歌开源的最受欢迎的深度学习框架。Apache-2 +
tensorflow (🥇45 · ⭐ 180K) - The most popular Deep Learning framework created by Google. Apache-2 -- [GitHub](https://github.com/tensorflow/tensorflow) (👨‍💻 4.1K · 🔀 70K · 📦 210K · 📋 35K - 5% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/tensorflow/tensorflow) (👨‍💻 4.6K · 🔀 72K · 📦 370K · 📋 39K - 4% open · ⏱️ 09.05.2024): ``` git clone https://github.com/tensorflow/tensorflow ``` -- [PyPi](https://pypi.org/project/tensorflow) (📥 14M / month): +- [PyPi](https://pypi.org/project/tensorflow) (📥 23M / month): ``` pip install tensorflow ``` -- [Conda](https://anaconda.org/conda-forge/tensorflow) (📥 3.6M · ⏱️ 20.07.2022): +- [Conda](https://anaconda.org/conda-forge/tensorflow) (📥 4.6M · ⏱️ 30.01.2024): ``` conda install -c conda-forge tensorflow ```
-
keras (🥈32 · ⭐ 56K) - 以 tensorflow/theano/CNTK 为后端的深度学习封装库，快速上手神经网络。Apache-2 +
pytorch (🥈35 · ⭐ 78K) - Tensors and Dynamic neural networks in Python with strong GPU.. ❗Unlicensed -- [GitHub](https://github.com/keras-team/keras) (👨‍💻 1.1K · 🔀 18K · 📋 11K - 2% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/pytorch/pytorch) (👨‍💻 4.8K · 🔀 21K · 📥 40K · 📦 440K · 📋 42K - 31% open · ⏱️ 09.05.2024): ``` - git clone https://github.com/keras-team/keras + git clone https://github.com/pytorch/pytorch ``` -- [PyPi](https://pypi.org/project/keras) (📥 8.4M / month): +- [PyPi](https://pypi.org/project/pytorch) (📥 260K / month): ``` - pip install keras + pip install pytorch ``` -- [Conda](https://anaconda.org/conda-forge/keras) (📥 2.5M · ⏱️ 19.05.2022): +- [Conda](https://anaconda.org/conda-forge/pytorch) (📥 3.4M · ⏱️ 08.05.2024): ``` - conda install -c conda-forge keras + conda install -c conda-forge pytorch ```
-
Theano (🥈30 · ⭐ 9.6K · 💤) - 一个快速数值计算库。❗Unlicensed +
keras (🥈34 · ⭐ 61K) - A high-level neural networks library and capable of running on top of.. Apache-2 -- [GitHub](https://github.com/Theano/Theano) (👨‍💻 380 · 🔀 2.4K · 📦 13K · 📋 2.7K - 21% open · ⏱️ 23.11.2021): +- [GitHub](https://github.com/keras-team/keras) (👨‍💻 1.3K · 🔀 19K · 📋 12K - 1% open · ⏱️ 08.05.2024): ``` - git clone https://github.com/Theano/Theano + git clone https://github.com/keras-team/keras ``` -- [PyPi](https://pypi.org/project/Theano) (📥 270K / month): +- [PyPi](https://pypi.org/project/keras) (📥 18M / month): ``` - pip install Theano + pip install keras ``` -- [Conda](https://anaconda.org/conda-forge/Theano) (📥 2.1M · ⏱️ 16.03.2022): +- [Conda](https://anaconda.org/conda-forge/keras) (📥 3.5M · ⏱️ 27.04.2024): ``` - conda install -c conda-forge Theano + conda install -c conda-forge keras ```
-
pytorch (🥉29 · ⭐ 58K) - 一个具有张量和动态神经网络，并有强大 GPU 加速能力的深度学习框架。❗Unlicensed +
mxnet (🥈34 · ⭐ 21K · 💀) - A deep learning framework designed for both efficiency and.. Apache-2 -- [GitHub](https://github.com/pytorch/pytorch) (👨‍💻 3.5K · 🔀 16K · 📥 5.6K · 📋 28K - 32% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/apache/mxnet) (👨‍💻 980 · 🔀 6.5K · 📥 27K · 📦 7.2K · 📋 9.6K - 18% open · ⏱️ 26.01.2023): ``` - git clone https://github.com/pytorch/pytorch + git clone https://github.com/dmlc/mxnet ``` -- [PyPi](https://pypi.org/project/pytorch) (📥 45K / month): +- [PyPi](https://pypi.org/project/mxnet) (📥 610K / month): ``` - pip install pytorch + pip install mxnet ``` -- [Conda](https://anaconda.org/conda-forge/pytorch) (📥 670K · ⏱️ 10.08.2022): +- [Conda](https://anaconda.org/conda-forge/mxnet): ``` - conda install -c conda-forge pytorch + conda install -c conda-forge mxnet ```
-
mxnet (🥉29 · ⭐ 20K) - 一个高效和灵活的深度学习框架。Apache-2 +
Theano (🥉31 · ⭐ 9.9K) - A library for fast numerical computation. ❗Unlicensed -- [GitHub](https://github.com/apache/incubator-mxnet) (👨‍💻 980 · 🔀 6.5K · 📥 25K · 📋 9.5K - 18% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/Theano/Theano) (👨‍💻 390 · 🔀 2.4K · 📦 15K · 📋 2.7K - 22% open · ⏱️ 15.01.2024): ``` - git clone https://github.com/dmlc/mxnet + git clone https://github.com/Theano/Theano ``` -- [PyPi](https://pypi.org/project/mxnet) (📥 410K / month): +- [PyPi](https://pypi.org/project/Theano) (📥 530K / month): ``` - pip install mxnet + pip install Theano ``` -- [Conda](https://anaconda.org/conda-forge/mxnet): +- [Conda](https://anaconda.org/conda-forge/Theano) (📥 2.4M · ⏱️ 16.06.2023): ``` - conda install -c conda-forge mxnet + conda install -c conda-forge Theano ```
-
caffe (🥉22 · ⭐ 33K · 💀) - 一个 Caffe 的 python 接口。❗Unlicensed +
caffe (🥉24 · ⭐ 34K · 💀) - A fast open framework for deep learning.. ❗Unlicensed -- [GitHub](https://github.com/BVLC/caffe) (👨‍💻 310 · 🔀 14K · 📋 4.8K - 18% open · ⏱️ 13.02.2020): +- [GitHub](https://github.com/BVLC/caffe) (👨‍💻 310 · 🔀 14K · 📦 21 · 📋 4.8K - 18% open · ⏱️ 13.02.2020): ``` git clone https://github.com/BVLC/caffe @@ -3143,19 +3143,19 @@ _神经网络和深度学习相关框架。 也可以参考 [awesome-deep-learni ``` pip install caffe ``` -- [Conda](https://anaconda.org/conda-forge/caffe) (📥 95K · ⏱️ 27.06.2020): +- [Conda](https://anaconda.org/conda-forge/caffe) (📥 120K · ⏱️ 16.06.2023): ``` conda install -c conda-forge caffe ```
-
SerpentAI (🥉14 · ⭐ 6.3K · 💀) - 游戏代理框架，可使用任意视频游戏作为深度学习沙箱。MIT +
SerpentAI (🥉14 · ⭐ 6.7K · 💀) - Game agent framework. Use any video game as a deep learning sandbox. MIT -- [GitHub](https://github.com/SerpentAI/SerpentAI) (👨‍💻 7 · 🔀 730 · 📥 200 · ⏱️ 22.05.2020): +- [GitHub](https://github.com/SerpentAI/SerpentAI) (👨‍💻 7 · 🔀 760 · 📥 340 · ⏱️ 22.05.2020): ``` git clone https://github.com/SerpentAI/SerpentAI ``` -- [PyPi](https://pypi.org/project/SerpentAI) (📥 40 / month): +- [PyPi](https://pypi.org/project/SerpentAI) (📥 94 / month): ``` pip install SerpentAI ``` @@ -3166,140 +3166,140 @@ _神经网络和深度学习相关框架。 也可以参考 [awesome-deep-learni

-## DevOps 工具 +## DevOps Tools -Back to top +Back to top -_用于 DevOps 的软件和库。_ +_Software and libraries for DevOps._ -🔗 cloudinit - 一个多分发包，用于处理云实例的早期初始化。 +🔗 cloudinit - A multi-distribution package that handles early initialization of a cloud instance. -🔗 OpenStack - 用于构建私有和公有云的开源软件。 +🔗 OpenStack - Open source software for building private and public clouds. -🔗 BorgBackup - 具有压缩和加密功能的重复数据删除存档器。 +🔗 BorgBackup - A deduplicating archiver with compression and encryption. -🔗 docker-compose - 使用 Docker 的快速独立的开发环境。 +🔗 docker-compose - Fast, isolated development environments using [Docker](https://www.docker.com/). -
psutil (🥇37 · ⭐ 8.6K) - 一个跨平台进程和系统工具模块。BSD-3 +
psutil (🥇38 · ⭐ 10K) - A cross-platform process and system utilities module. BSD-3 -- [GitHub](https://github.com/giampaolo/psutil) (👨‍💻 180 · 🔀 1.2K · 📦 200K · 📋 1.6K - 13% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/giampaolo/psutil) (👨‍💻 210 · 🔀 1.3K · 📦 480K · 📋 1.7K - 16% open · ⏱️ 18.04.2024): ``` git clone https://github.com/giampaolo/psutil ``` -- [PyPi](https://pypi.org/project/psutil) (📥 57M / month): +- [PyPi](https://pypi.org/project/psutil) (📥 100M / month): ``` pip install psutil ``` -- [Conda](https://anaconda.org/conda-forge/psutil) (📥 14M · ⏱️ 20.05.2022): +- [Conda](https://anaconda.org/conda-forge/psutil) (📥 30M · ⏱️ 08.02.2024): ``` conda install -c conda-forge psutil ```
-
ansible (🥈33 · ⭐ 54K) - 一个非常简单的 IT 自动化平台。❗️GPL-3.0 +
ansible (🥈36 · ⭐ 61K) - A radically simple IT automation platform. ❗️GPL-3.0 -- [GitHub](https://github.com/ansible/ansible) (👨‍💻 6.6K · 🔀 21K · 📦 23K · 📋 31K - 2% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/ansible/ansible) (👨‍💻 6.8K · 🔀 23K · 📦 34K · 📋 32K - 1% open · ⏱️ 09.05.2024): ``` git clone https://github.com/ansible/ansible ``` -- [PyPi](https://pypi.org/project/ansible) (📥 4.9M / month): +- [PyPi](https://pypi.org/project/ansible) (📥 5.3M / month): ``` pip install ansible ``` -- [Conda](https://anaconda.org/conda-forge/ansible) (📥 700K · ⏱️ 24.08.2022): +- [Conda](https://anaconda.org/conda-forge/ansible) (📥 1M · ⏱️ 24.04.2024): ``` conda install -c conda-forge ansible ```
-
saltstack (🥈30 · ⭐ 13K) - 基础设施自动化和管理系统。Apache-2 +
saltstack (🥈33 · ⭐ 14K) - Infrastructure automation and management system. Apache-2 -- [GitHub](https://github.com/saltstack/salt) (👨‍💻 3.8K · 🔀 5.1K · 📥 16K · 📋 25K - 9% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/saltstack/salt) (👨‍💻 3.9K · 🔀 5.3K · 📥 19K · 📦 760 · 📋 26K - 9% open · ⏱️ 01.05.2024): ``` git clone https://github.com/saltstack/salt ``` -- [PyPi](https://pypi.org/project/salt) (📥 74K / month): +- [PyPi](https://pypi.org/project/salt) (📥 41K / month): ``` pip install salt ``` -- [Conda](https://anaconda.org/conda-forge/salt) (📥 26K · ⏱️ 26.02.2019): +- [Conda](https://anaconda.org/conda-forge/salt) (📥 29K · ⏱️ 16.06.2023): ``` conda install -c conda-forge salt ```
-
supervisor (🥈30 · ⭐ 7.4K) - UNIX 的进程控制系统。❗Unlicensed +
supervisor (🥈28 · ⭐ 8.2K) - Supervisor process control system for UNIX. ❗Unlicensed -- [GitHub](https://github.com/Supervisor/supervisor) (👨‍💻 160 · 🔀 1.1K · 📦 7.5K · 📋 1.1K - 10% open · ⏱️ 09.08.2022): +- [GitHub](https://github.com/Supervisor/supervisor) (👨‍💻 180 · 🔀 1.2K · 📦 11K · 📋 1.2K - 11% open · ⏱️ 02.03.2024): ``` git clone https://github.com/Supervisor/supervisor ``` -- [PyPi](https://pypi.org/project/supervisor) (📥 1.6M / month): +- [PyPi](https://pypi.org/project/supervisor) (📥 1.7M / month): ``` pip install supervisor ``` -- [Conda](https://anaconda.org/conda-forge/supervisor) (📥 200K · ⏱️ 12.04.2022): +- [Conda](https://anaconda.org/conda-forge/supervisor) (📥 300K · ⏱️ 23.11.2023): ``` conda install -c conda-forge supervisor ```
-
honcho (🥉25 · ⭐ 1.5K) - Foreman 的 Python 克隆版，用于管理基于 Procfile 的应用。MIT +
fabric (🥉25 · ⭐ 15K) - A simple, Pythonic tool for remote execution and deployment. BSD-2 -- [GitHub](https://github.com/nickstenning/honcho) (👨‍💻 46 · 🔀 130 · 📦 3.6K · 📋 100 - 11% open · ⏱️ 03.08.2022): +- [GitHub](https://github.com/fabric/fabric) (👨‍💻 19 · 🔀 1.7K · 📦 21 · 📋 1.7K - 24% open · ⏱️ 26.01.2024): ``` - git clone https://github.com/nickstenning/honcho + git clone https://github.com/fabric/fabric ``` -- [PyPi](https://pypi.org/project/honcho) (📥 140K / month): +- [PyPi](https://pypi.org/project/fabric) (📥 7.1M / month): ``` - pip install honcho + pip install fabric ``` -- [Conda](https://anaconda.org/conda-forge/honcho): +- [Conda](https://anaconda.org/conda-forge/fabric) (📥 90K · ⏱️ 31.08.2023): ``` - conda install -c conda-forge honcho + conda install -c conda-forge fabric ```
-
pyinfra (🥉23 · ⭐ 1.6K) - 一个通用的 CLI 工具包和 python 库，用于自动化的基础设施。MIT +
honcho (🥉25 · ⭐ 1.6K · 💀) - A Python clone of [Foreman](https://github.com/ddollar/foreman), for.. MIT -- [GitHub](https://github.com/Fizzadar/pyinfra) (👨‍💻 72 · 🔀 280 · 📦 50 · 📋 610 - 18% open · ⏱️ 14.08.2022): +- [GitHub](https://github.com/nickstenning/honcho) (👨‍💻 47 · 🔀 140 · 📦 9.9K · 📋 100 - 14% open · ⏱️ 24.10.2022): ``` - git clone https://github.com/Fizzadar/pyinfra + git clone https://github.com/nickstenning/honcho ``` -- [PyPi](https://pypi.org/project/pyinfra) (📥 24K / month): +- [PyPi](https://pypi.org/project/honcho) (📥 280K / month): ``` - pip install pyinfra + pip install honcho ``` -- [Conda](https://anaconda.org/conda-forge/pyinfra): +- [Conda](https://anaconda.org/conda-forge/honcho) (📥 190 · ⏱️ 08.01.2024): ``` - conda install -c conda-forge pyinfra + conda install -c conda-forge honcho ```
-
fabric (🥉22 · ⭐ 14K) - 一个简单的，Python 风格的工具，用来进行远程执行和部署。BSD-2 +
pyinfra (🥉24 · ⭐ 3.4K) - A versatile CLI tools and python libraries to automate infrastructure. MIT -- [GitHub](https://github.com/fabric/fabric) (👨‍💻 19 · 🔀 1.7K · 📋 1.7K - 23% open · ⏱️ 14.07.2022): +- [GitHub](https://github.com/pyinfra-dev/pyinfra) (👨‍💻 110 · 🔀 350 · 📦 110 · 📋 710 - 21% open · ⏱️ 04.05.2024): ``` - git clone https://github.com/fabric/fabric + git clone https://github.com/Fizzadar/pyinfra ``` -- [PyPi](https://pypi.org/project/fabric) (📥 2.5M / month): +- [PyPi](https://pypi.org/project/pyinfra) (📥 28K / month): ``` - pip install fabric + pip install pyinfra ``` -- [Conda](https://anaconda.org/conda-forge/fabric) (📥 52K · ⏱️ 16.07.2022): +- [Conda](https://anaconda.org/conda-forge/pyinfra) (📥 4.2K · ⏱️ 26.02.2024): ``` - conda install -c conda-forge fabric + conda install -c conda-forge pyinfra ```
-
fabtools (🥉22 · ⭐ 1.3K · 💀) - 一个用来编写超赞的 Fabric 文件的工具。BSD-2 +
fabtools (🥉22 · ⭐ 1.2K · 💀) - Tools for writing awesome Fabric files. BSD-2 -- [GitHub](https://github.com/fabtools/fabtools) (👨‍💻 88 · 🔀 190 · 📦 280 · 📋 140 - 54% open · ⏱️ 16.09.2019): +- [GitHub](https://github.com/fabtools/fabtools) (👨‍💻 88 · 🔀 190 · 📦 300 · 📋 140 - 54% open · ⏱️ 16.09.2019): ``` git clone https://github.com/fabtools/fabtools ``` -- [PyPi](https://pypi.org/project/fabtools) (📥 1.8K / month): +- [PyPi](https://pypi.org/project/fabtools) (📥 1.2K / month): ``` pip install fabtools ``` @@ -3308,14 +3308,14 @@ _用于 DevOps 的软件和库。_ conda install -c conda-forge fabtools ```
-
cuisine (🥉18 · ⭐ 1.2K · 💀) - 为 Fabric 提供一系列高级函数。❗Unlicensed +
cuisine (🥉17 · ⭐ 1.3K · 💀) - Chef-like functionality for Fabric. ❗Unlicensed -- [GitHub](https://github.com/sebastien/cuisine) (👨‍💻 57 · 🔀 160 · 📦 160 · 📋 110 - 24% open · ⏱️ 27.02.2018): +- [GitHub](https://github.com/sebastien/cuisine) (👨‍💻 57 · 🔀 160 · 📦 190 · 📋 110 - 24% open · ⏱️ 06.03.2023): ``` git clone https://github.com/sebastien/cuisine ``` -- [PyPi](https://pypi.org/project/cuisine) (📥 830 / month): +- [PyPi](https://pypi.org/project/cuisine) (📥 530 / month): ``` pip install cuisine ``` @@ -3326,49 +3326,49 @@ _用于 DevOps 的软件和库。_

-## 分布式计算 +## Distributed Computing -Back to top +Back to top -_分布式计算相关的框架和库。_ +_Frameworks and libraries for Distributed Computing._ -🔗 PySpark - Spark 的 Python API 。 +🔗 PySpark - [Apache Spark](https://spark.apache.org/) Python API. -
luigi (🥇34 · ⭐ 16K) - 这个模块帮你构建批处理作业的复杂流水线。Apache-2 +
dask (🥇34 · ⭐ 12K) - A flexible parallel computing library for analytic computing. BSD-3 -- [GitHub](https://github.com/spotify/luigi) (👨‍💻 590 · 🔀 2.3K · 📦 1.8K · 📋 940 - 7% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/dask/dask) (👨‍💻 600 · 🔀 1.6K · 📦 60K · 📋 5K - 17% open · ⏱️ 08.05.2024): ``` - git clone https://github.com/spotify/luigi + git clone https://github.com/dask/dask ``` -- [PyPi](https://pypi.org/project/luigi) (📥 670K / month): +- [PyPi](https://pypi.org/project/dask) (📥 8.2M / month): ``` - pip install luigi + pip install dask ``` -- [Conda](https://anaconda.org/conda-forge/luigi) (📥 560K · ⏱️ 18.08.2022): +- [Conda](https://anaconda.org/conda-forge/dask) (📥 11M · ⏱️ 04.05.2024): ``` - conda install -c conda-forge luigi + conda install -c conda-forge dask ```
-
dask (🥈32 · ⭐ 10K) - 用于分析计算的灵活的并行计算库。BSD-3 +
luigi (🥈33 · ⭐ 17K) - A module that helps you build complex pipelines of batch jobs. Apache-2 -- [GitHub](https://github.com/dask/dask) (👨‍💻 550 · 🔀 1.5K · 📦 39K · 📋 4.4K - 15% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/spotify/luigi) (👨‍💻 620 · 🔀 2.3K · 📦 2.4K · 📋 980 - 10% open · ⏱️ 09.05.2024): ``` - git clone https://github.com/dask/dask + git clone https://github.com/spotify/luigi ``` -- [PyPi](https://pypi.org/project/dask) (📥 7.1M / month): +- [PyPi](https://pypi.org/project/luigi) (📥 350K / month): ``` - pip install dask + pip install luigi ``` -- [Conda](https://anaconda.org/conda-forge/dask) (📥 6.4M · ⏱️ 19.08.2022): +- [Conda](https://anaconda.org/conda-forge/luigi) (📥 700K · ⏱️ 15.01.2024): ``` - conda install -c conda-forge dask + conda install -c conda-forge luigi ```
-
Ray (🥈27 · ⭐ 22K) - 一个用于并行和分布式 Python 的系统，它统一了机器学习生态系统。Apache-2 +
Ray (🥈26 · ⭐ 31K) - A system for parallel and distributed Python that unifies the machine.. Apache-2 -- [GitHub](https://github.com/ray-project/ray) (🔀 3.7K · 📦 5.7K · 📋 11K - 21% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/ray-project/ray) (🔀 5.2K · 📥 210 · 📦 15K · 📋 17K - 18% open · ⏱️ 09.05.2024): ``` git clone https://github.com/ray-project/ray/ @@ -3378,30 +3378,30 @@ _分布式计算相关的框架和库。_ conda install -c conda-forge ```
-
mrjob (🥈27 · ⭐ 2.6K · 💀) - 在 Hadoop 或 Amazon Web Services 上运行 MapReduce 任务。❗Unlicensed +
mrjob (🥈26 · ⭐ 2.6K · 💀) - Run MapReduce jobs on Hadoop or Amazon Web Services. ❗Unlicensed -- [GitHub](https://github.com/Yelp/mrjob) (👨‍💻 140 · 🔀 580 · 📦 1.1K · 📋 1.3K - 15% open · ⏱️ 16.11.2020): +- [GitHub](https://github.com/Yelp/mrjob) (👨‍💻 140 · 🔀 570 · 📦 1.5K · 📋 1.3K - 15% open · ⏱️ 16.11.2020): ``` git clone https://github.com/Yelp/mrjob ``` -- [PyPi](https://pypi.org/project/mrjob) (📥 76K / month): +- [PyPi](https://pypi.org/project/mrjob) (📥 110K / month): ``` pip install mrjob ``` -- [Conda](https://anaconda.org/conda-forge/mrjob) (📥 490K · ⏱️ 06.02.2022): +- [Conda](https://anaconda.org/conda-forge/mrjob) (📥 520K · ⏱️ 16.06.2023): ``` conda install -c conda-forge mrjob ```
-
faust (🥉25 · ⭐ 6.3K · 💀) - 一个 Python 流处理库，核心思想来源 Kafka Streams。❗Unlicensed +
faust (🥉24 · ⭐ 6.7K · 💀) - A stream processing library, porting the ideas from [Kafka.. ❗Unlicensed -- [GitHub](https://github.com/robinhood/faust) (👨‍💻 94 · 🔀 530 · 📦 1.1K · 📋 460 - 48% open · ⏱️ 09.10.2020): +- [GitHub](https://github.com/robinhood/faust) (👨‍💻 95 · 🔀 530 · 📦 1.9K · 📋 480 - 48% open · ⏱️ 23.02.2023): ``` git clone https://github.com/robinhood/faust ``` -- [PyPi](https://pypi.org/project/faust) (📥 32K / month): +- [PyPi](https://pypi.org/project/faust) (📥 18K / month): ``` pip install faust ``` @@ -3410,14 +3410,14 @@ _分布式计算相关的框架和库。_ conda install -c conda-forge faust ```
-
streamparse (🥉24 · ⭐ 1.5K) - 运行针对事实数据流的 Python 代码。集成了 Apache Storm。Apache-2 +
streamparse (🥉24 · ⭐ 1.5K) - Run Python code against real-time streams of data via [Apache.. Apache-2 -- [GitHub](https://github.com/Parsely/streamparse) (👨‍💻 43 · 🔀 210 · 📦 55 · 📋 330 - 19% open · ⏱️ 18.07.2022): +- [GitHub](https://github.com/pystorm/streamparse) (👨‍💻 45 · 🔀 210 · 📦 65 · 📋 330 - 19% open · ⏱️ 21.04.2024): ``` git clone https://github.com/Parsely/streamparse ``` -- [PyPi](https://pypi.org/project/streamparse) (📥 2.2K / month): +- [PyPi](https://pypi.org/project/streamparse) (📥 2.5K / month): ``` pip install streamparse ``` @@ -3428,44 +3428,44 @@ _分布式计算相关的框架和库。_

-## 分发 +## Distribution -Back to top +Back to top -_打包为可执行文件以便分发。_ +_Libraries to create packaged executables for release distribution._ -🔗 Nuitka - 将脚本、模块、包编译成可执行文件或扩展模块。 +🔗 Nuitka - Compile scripts, modules, packages to an executable or extension module. -🔗 py2app - 将 Python 脚本变为独立软件包（Mac OS X）。 +🔗 py2app - Freezes Python scripts (Mac OS X). -🔗 py2exe - 将 Python 脚本变为独立软件包（Windows）。 +🔗 py2exe - Freezes Python scripts (Windows). -🔗 pynsist - 一个用来创建 Windows 安装程序的工具，可以在安装程序中打包 Python 本身。 +🔗 pynsist - A tool to build Windows installers, installers bundle Python itself. -
PyInstaller (🥇33 · ⭐ 9.5K · 📈) - 将 Python 程序转换成独立的执行文件（跨平台）。❗Unlicensed +
PyInstaller (🥇34 · ⭐ 11K) - Converts Python programs into stand-alone executables.. ❗Unlicensed -- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨‍💻 440 · 🔀 1.7K · 📥 730K · 📦 30K · 📋 4.6K - 5% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨‍💻 470 · 🔀 1.8K · 📥 750K · 📦 58K · 📋 5.3K - 5% open · ⏱️ 05.05.2024): ``` git clone https://github.com/pyinstaller/pyinstaller ``` -- [PyPi](https://pypi.org/project/pyinstaller) (📥 870K / month): +- [PyPi](https://pypi.org/project/pyinstaller) (📥 2.3M / month): ``` pip install pyinstaller ``` -- [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 340K · ⏱️ 21.05.2022): +- [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 560K · ⏱️ 14.04.2024): ``` conda install -c conda-forge pyinstaller ```
-
pyarmor (🥈28 · ⭐ 1.7K) - 一个用于加密 python 脚本的工具，也可以将加密后的脚本绑定到固件上，或设置已加密脚本的有效期。❗Unlicensed +
pyarmor (🥈28 · ⭐ 2.9K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗Unlicensed -- [GitHub](https://github.com/dashingsoft/pyarmor) (👨‍💻 23 · 🔀 190 · 📦 490 · 📋 780 - 2% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/dashingsoft/pyarmor) (👨‍💻 33 · 🔀 260 · 📦 1.2K · 📋 1.4K - 0% open · ⏱️ 06.05.2024): ``` git clone https://github.com/dashingsoft/pyarmor ``` -- [PyPi](https://pypi.org/project/pyarmor) (📥 540K / month): +- [PyPi](https://pypi.org/project/pyarmor) (📥 210K / month): ``` pip install pyarmor ``` @@ -3474,25 +3474,25 @@ _打包为可执行文件以便分发。_ conda install -c conda-forge pyarmor ```
-
shiv (🥉19 · ⭐ 1.5K) - 一个命令行工具，可用于构建完全独立的 zip 应用（PEP 441 所描述的那种），同时包含了所有的依赖项。BSD-2 +
shiv (🥉19 · ⭐ 1.7K) - A command line utility for building fully self-contained zipapps (PEP 441),.. BSD-2 -- [GitHub](https://github.com/linkedin/shiv) (👨‍💻 37 · 🔀 80 · 📥 310 · 📋 110 - 31% open · ⏱️ 17.08.2022): +- [GitHub](https://github.com/linkedin/shiv) (👨‍💻 41 · 🔀 91 · 📥 760 · 📋 120 - 35% open · ⏱️ 05.02.2024): ``` git clone https://github.com/linkedin/shiv ``` -- [PyPi](https://pypi.org/project/shiv) (📥 16K / month): +- [PyPi](https://pypi.org/project/shiv) (📥 27K / month): ``` pip install shiv ``` -- [Conda](https://anaconda.org/conda-forge/shiv) (📥 46 · ⏱️ 22.08.2022): +- [Conda](https://anaconda.org/conda-forge/shiv) (📥 3.1K · ⏱️ 05.02.2024): ``` conda install -c conda-forge shiv ```
-
dh-virtualenv (🥉15 · ⭐ 1.5K) - 构建并将 virtualenv 虚拟环境作为一个 Debian 包来发布。❗️GPL-2.0 +
dh-virtualenv (🥉15 · ⭐ 1.6K · 💀) - Build and distribute a virtualenv as a Debian package. ❗️GPL-2.0 -- [GitHub](https://github.com/spotify/dh-virtualenv) (👨‍💻 59 · 🔀 170 · 📋 200 - 13% open · ⏱️ 15.07.2022): +- [GitHub](https://github.com/spotify/dh-virtualenv) (👨‍💻 61 · 🔀 180 · 📋 210 - 16% open · ⏱️ 03.01.2023): ``` git clone https://github.com/spotify/dh-virtualenv @@ -3508,17 +3508,17 @@ _打包为可执行文件以便分发。_

-## 文档 +## Documentation -Back to top +Back to top -_用以生成项目文档的库。_ +_Libraries for generating project documentation._ -🔗 awesome-sphinxdoc ( ⭐ 810 · 💀) - A curated list of awesome tools for Sphinx Python Documentation.. +🔗 awesome-sphinxdoc ( ⭐ 910 · 💀) - A curated list of awesome tools for Sphinx Python Documentation.. -
sphinx (🥇27 · ⭐ 4.9K) - Python 文档生成器。❗Unlicensed +
sphinx (🥇28 · ⭐ 6.1K) - Python Documentation generator. ❗Unlicensed -- [GitHub](https://github.com/sphinx-doc/sphinx) (🔀 1.6K · 📦 220K · 📋 6.1K - 16% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/sphinx-doc/sphinx) (🔀 2K · 📦 380K · 📋 6.9K - 16% open · ⏱️ 07.05.2024): ``` git clone https://github.com/sphinx-doc/sphinx/ @@ -3528,30 +3528,30 @@ _用以生成项目文档的库。_ conda install -c conda-forge ```
-
pdoc (🥉23 · ⭐ 1.3K) - 一个可以替换 Epydoc 的库，可以自动生成 Python 库的 API 文档。Unlicense +
pdoc (🥉25 · ⭐ 1.8K) - Epydoc replacement to auto generate API documentation for Python.. Unlicense -- [GitHub](https://github.com/mitmproxy/pdoc) (👨‍💻 39 · 🔀 140 · 📦 780 · 📋 280 - 3% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/mitmproxy/pdoc) (👨‍💻 50 · 🔀 180 · 📦 2.8K · 📋 360 - 7% open · ⏱️ 07.05.2024): ``` git clone https://github.com/mitmproxy/pdoc ``` -- [PyPi](https://pypi.org/project/pdoc) (📥 110K / month): +- [PyPi](https://pypi.org/project/pdoc) (📥 270K / month): ``` pip install pdoc ``` -- [Conda](https://anaconda.org/conda-forge/pdoc) (📥 4.4K · ⏱️ 12.08.2022): +- [Conda](https://anaconda.org/conda-forge/pdoc) (📥 44K · ⏱️ 18.01.2024): ``` conda install -c conda-forge pdoc ```
-
pycco (🥉20 · ⭐ 800 · 💀) - 文学编程（literate-programming）风格的文档生成器。❗Unlicensed +
pycco (🥉20 · ⭐ 840 · 💀) - The literate-programming-style documentation generator. ❗Unlicensed -- [GitHub](https://github.com/pycco-docs/pycco) (👨‍💻 36 · 🔀 140 · 📦 260 · 📋 57 - 50% open · ⏱️ 20.12.2019): +- [GitHub](https://github.com/pycco-docs/pycco) (👨‍💻 36 · 🔀 140 · 📦 330 · 📋 59 - 52% open · ⏱️ 20.12.2019): ``` git clone https://github.com/pycco-docs/pycco ``` -- [PyPi](https://pypi.org/project/pycco) (📥 1.4K / month): +- [PyPi](https://pypi.org/project/pycco) (📥 4.4K / month): ``` pip install pycco ``` @@ -3562,24 +3562,24 @@ _用以生成项目文档的库。_

-## 下载器 +## Downloader -Back to top +Back to top -_用来进行下载的库._ +_Libraries for downloading._ -🔗 you-get - 一个 YouTube/Youku/Niconico 视频下载器，使用 Python3 编写。 +🔗 you-get - A YouTube/Youku/Niconico video downloader written in Python 3. -🔗 youtube-dl - 一个小巧的命令行程序，用来下载 YouTube 视频。 +🔗 youtube-dl - A small command-line program to download videos from YouTube. -
akshare (🥇28 · ⭐ 5.3K) - 为方便人使用而创建的金融数据接口库。MIT +
akshare (🥇27 · ⭐ 8.4K) - A financial data interface library, built for human beings!. MIT -- [GitHub](https://github.com/akfamily/akshare) (👨‍💻 39 · 🔀 1.2K · 📦 200 · ⏱️ 26.08.2022): +- [GitHub](https://github.com/akfamily/akshare) (👨‍💻 71 · 🔀 1.7K · 📦 550 · ⏱️ 08.05.2024): ``` git clone https://github.com/jindaxiang/akshare ``` -- [PyPi](https://pypi.org/project/akshare) (📥 24K / month): +- [PyPi](https://pypi.org/project/akshare) (📥 92K / month): ``` pip install akshare ``` @@ -3588,30 +3588,30 @@ _用来进行下载的库._ conda install -c conda-forge akshare ```
-
s3cmd (🥉25 · ⭐ 4K) - 一个用来管理 Amazon S3 和 CloudFront 的命令行工具。❗️GPL-2.0 +
s3cmd (🥉26 · ⭐ 4.4K) - A command line tool for managing Amazon S3 and CloudFront. ❗️GPL-2.0 -- [GitHub](https://github.com/s3tools/s3cmd) (👨‍💻 210 · 🔀 810 · 📥 3.1M · 📋 820 - 31% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/s3tools/s3cmd) (👨‍💻 220 · 🔀 860 · 📥 3.2M · 📋 900 - 27% open · ⏱️ 17.04.2024): ``` git clone https://github.com/s3tools/s3cmd ``` -- [PyPi](https://pypi.org/project/s3cmd) (📥 1.7M / month): +- [PyPi](https://pypi.org/project/s3cmd) (📥 1.2M / month): ``` pip install s3cmd ``` -- [Conda](https://anaconda.org/conda-forge/s3cmd) (📥 6.9K · ⏱️ 22.12.2018): +- [Conda](https://anaconda.org/conda-forge/s3cmd) (📥 9.9K · ⏱️ 16.06.2023): ``` conda install -c conda-forge s3cmd ```
-
s4cmd (🥉21 · ⭐ 1.2K) - 超级 S3 命令行工具，性能更加强劲。Apache-2 +
s4cmd (🥉21 · ⭐ 1.4K · 💀) - Super S3 command line tool, good for higher performance. Apache-2 -- [GitHub](https://github.com/bloomreach/s4cmd) (👨‍💻 35 · 🔀 190 · 📦 31 · 📋 130 - 60% open · ⏱️ 06.05.2022): +- [GitHub](https://github.com/bloomreach/s4cmd) (👨‍💻 35 · 🔀 200 · 📦 46 · 📋 140 - 62% open · ⏱️ 06.05.2022): ``` git clone https://github.com/bloomreach/s4cmd ``` -- [PyPi](https://pypi.org/project/s4cmd) (📥 42K / month): +- [PyPi](https://pypi.org/project/s4cmd) (📥 34K / month): ``` pip install s4cmd ``` @@ -3622,26 +3622,26 @@ _用来进行下载的库._

-## 电子商务 +## E-commerce -Back to top +Back to top -_用于电子商务以及支付的框架和库。_ +_Frameworks and libraries for e-commerce and payments._ -🔗 django-oscar - 一个用于 Django 的开源的电子商务框架。 +🔗 django-oscar - An open-source e-commerce framework for Django. -🔗 saleor - 一款兼容 Django 的电子商务平台。 +🔗 saleor - An e-commerce storefront for Django. -🔗 shoop - 一个基于 Django 的开源电子商务平台。 +🔗 shoop - An open source E-Commerce platform based on Django. -
forex-python (🥇25 · ⭐ 500) - 外汇汇率，比特币价格指数和货币换算。MIT +
forex-python (🥇24 · ⭐ 640 · 💤) - Foreign exchange rates, Bitcoin price index and currency.. MIT -- [GitHub](https://github.com/MicroPyramid/forex-python) (👨‍💻 25 · 🔀 150 · 📦 1.3K · 📋 64 - 20% open · ⏱️ 05.08.2022): +- [GitHub](https://github.com/MicroPyramid/forex-python) (👨‍💻 27 · 🔀 190 · 📦 2.5K · 📋 92 - 35% open · ⏱️ 04.08.2023): ``` git clone https://github.com/MicroPyramid/forex-python ``` -- [PyPi](https://pypi.org/project/forex-python) (📥 110K / month): +- [PyPi](https://pypi.org/project/forex-python) (📥 330K / month): ``` pip install forex-python ``` @@ -3650,14 +3650,14 @@ _用于电子商务以及支付的框架和库。_ conda install -c conda-forge forex-python ```
-
django-shop (🥈23 · ⭐ 2.9K · 💀) - 一个基于 Django 的店铺系统。BSD-3 +
django-shop (🥈23 · ⭐ 3.1K · 💀) - A Django based shop system. BSD-3 -- [GitHub](https://github.com/awesto/django-shop) (👨‍💻 95 · 🔀 940 · 📦 200 · 📋 380 - 22% open · ⏱️ 28.02.2021): +- [GitHub](https://github.com/awesto/django-shop) (👨‍💻 96 · 🔀 990 · 📦 220 · 📋 380 - 23% open · ⏱️ 28.02.2021): ``` git clone https://github.com/awesto/django-shop ``` -- [PyPi](https://pypi.org/project/django-shop) (📥 5.4K / month): +- [PyPi](https://pypi.org/project/django-shop) (📥 5.6K / month): ``` pip install django-shop ``` @@ -3666,46 +3666,46 @@ _用于电子商务以及支付的框架和库。_ conda install -c conda-forge django-shop ```
-
Cartridge (🥈21 · ⭐ 660) - 一个基于 Mezzanine 构建的购物车应用。BSD-2 +
money (🥈20 · ⭐ 230 · 💀) - `Money` class with optional CLDR-backed locale-aware formatting and an.. MIT -- [GitHub](https://github.com/stephenmcd/cartridge) (👨‍💻 75 · 🔀 280 · 📋 150 - 15% open · ⏱️ 14.07.2022): +- [GitHub](https://github.com/carlospalol/money) (👨‍💻 4 · 🔀 33 · 📦 330 · 📋 24 - 29% open · ⏱️ 04.09.2016): ``` - git clone https://github.com/stephenmcd/cartridge + git clone https://github.com/carlospalol/money ``` -- [PyPi](https://pypi.org/project/cartridge) (📥 370 / month): +- [PyPi](https://pypi.org/project/money) (📥 45K / month): ``` - pip install cartridge + pip install money ``` -- [Conda](https://anaconda.org/conda-forge/cartridge): +- [Conda](https://anaconda.org/conda-forge/money): ``` - conda install -c conda-forge cartridge + conda install -c conda-forge money ```
-
money (🥉20 · ⭐ 210 · 💀) - 一个货币类库。带有可选的 CLDR 后端本地化格式，提供可扩展的货币兑换解决方案。MIT +
Cartridge (🥉19 · ⭐ 700) - A shopping cart app built using the Mezzanine. BSD-2 -- [GitHub](https://github.com/carlospalol/money) (👨‍💻 4 · 🔀 27 · 📦 260 · 📋 23 - 30% open · ⏱️ 04.09.2016): +- [GitHub](https://github.com/stephenmcd/cartridge) (👨‍💻 76 · 🔀 290 · 📋 150 - 15% open · ⏱️ 22.02.2024): ``` - git clone https://github.com/carlospalol/money + git clone https://github.com/stephenmcd/cartridge ``` -- [PyPi](https://pypi.org/project/money) (📥 41K / month): +- [PyPi](https://pypi.org/project/cartridge) (📥 590 / month): ``` - pip install money + pip install cartridge ``` -- [Conda](https://anaconda.org/conda-forge/money): +- [Conda](https://anaconda.org/conda-forge/cartridge): ``` - conda install -c conda-forge money + conda install -c conda-forge cartridge ```
-
merchant (🥉18 · ⭐ 990 · 💀) - 一个可以接收来自多种支付平台支付的 Django 应用。BSD-3 +
merchant (🥉16 · ⭐ 1K · 💀) - A Django app to accept payments from various payment processors. BSD-3 -- [GitHub](https://github.com/agiliq/merchant) (👨‍💻 49 · 🔀 170 · 📦 23 · 📋 63 - 36% open · ⏱️ 08.07.2015): +- [GitHub](https://github.com/agiliq/merchant) (👨‍💻 49 · 🔀 160 · 📦 28 · 📋 65 - 35% open · ⏱️ 08.07.2015): ``` git clone https://github.com/agiliq/merchant ``` -- [PyPi](https://pypi.org/project/merchant): +- [PyPi](https://pypi.org/project/merchant) (📥 1 / month): ``` pip install merchant ``` @@ -3714,14 +3714,14 @@ _用于电子商务以及支付的框架和库。_ conda install -c conda-forge merchant ```
-
alipay (🥉14 · ⭐ 320 · 💀) - 非官方的 Python 支付宝 API。❗Unlicensed +
alipay (🥉14 · ⭐ 330 · 💀) - Unofficial Alipay API for Python. ❗Unlicensed -- [GitHub](https://github.com/lxneng/alipay) (👨‍💻 13 · 🔀 91 · 📦 110 · 📋 15 - 20% open · ⏱️ 22.11.2017): +- [GitHub](https://github.com/lxneng/alipay) (👨‍💻 13 · 🔀 92 · 📦 120 · ⏱️ 22.11.2017): ``` git clone https://github.com/lxneng/alipay ``` -- [PyPi](https://pypi.org/project/alipay) (📥 180 / month): +- [PyPi](https://pypi.org/project/alipay) (📥 460 / month): ``` pip install alipay ``` @@ -3730,9 +3730,9 @@ _用于电子商务以及支付的框架和库。_ conda install -c conda-forge alipay ```
-
python-currencies (🥉12 · ⭐ 62 · 💀) - 显示货币格式以及它的数值。❗️GPL-3.0 +
python-currencies (🥉13 · ⭐ 72 · 💀) - Display money format and its filthy currencies. ❗️GPL-3.0 -- [GitHub](https://github.com/Alir3z4/python-currencies) (👨‍💻 5 · 🔀 13 · 📥 6 · 📦 39 · 📋 5 - 40% open · ⏱️ 22.12.2020): +- [GitHub](https://github.com/Alir3z4/python-currencies) (👨‍💻 5 · 🔀 12 · 📥 7 · 📦 80 · 📋 7 - 57% open · ⏱️ 22.12.2020): ``` git clone https://github.com/Alir3z4/python-currencies @@ -3748,67 +3748,67 @@ _用于电子商务以及支付的框架和库。_

-## Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环境。 +## Editor Plugins and IDEs -Back to top +Back to top -_ Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环境。_ +_Editor Plugins and IDEs_ -🔗 Python - 对 Python 有丰富支持的官方 VSCode 扩展。 +🔗 Python - The official VSCode extension with rich support for Python. -🔗 PyCharm - JetBrains 提供的商业 Python IDE，也有免费的社区版。 +🔗 PyCharm - Commercial Python IDE by JetBrains. Has free community edition available. -
spyder (🥇35 · ⭐ 7.1K) - 开源 Python IDE。MIT +
spyder (🥇35 · ⭐ 8.1K) - Open Source Python IDE. MIT -- [GitHub](https://github.com/spyder-ide/spyder) (👨‍💻 240 · 🔀 1.4K · 📥 1.9M · 📦 23K · 📋 16K - 7% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/spyder-ide/spyder) (👨‍💻 260 · 🔀 1.5K · 📥 4.6M · 📦 28K · 📋 18K - 6% open · ⏱️ 09.05.2024): ``` git clone https://github.com/spyder-ide/spyder ``` -- [PyPi](https://pypi.org/project/spyder) (📥 56K / month): +- [PyPi](https://pypi.org/project/spyder) (📥 99K / month): ``` pip install spyder ``` -- [Conda](https://anaconda.org/conda-forge/spyder) (📥 1.4M · ⏱️ 14.07.2022): +- [Conda](https://anaconda.org/conda-forge/spyder) (📥 2M · ⏱️ 24.04.2024): ``` conda install -c conda-forge spyder ```
-
anaconda (🥈22 · ⭐ 2.2K) - Anaconda 可将功能齐全的 Python 开发 IDE 转换为 Sublime Text 3。❗️GPL-3.0 +
elpy (🥈21 · ⭐ 1.9K) - Emacs Python Development Environment. ❗️GPL-3.0 -- [GitHub](https://github.com/DamnWidget/anaconda) (👨‍💻 89 · 🔀 260 · 📋 780 - 21% open · ⏱️ 28.02.2022): +- [GitHub](https://github.com/jorgenschaefer/elpy) (👨‍💻 95 · 🔀 250 · 📦 210 · 📋 1.6K - 22% open · ⏱️ 09.01.2024): ``` - git clone https://github.com/DamnWidget/anaconda + git clone https://github.com/jorgenschaefer/elpy ``` -- [PyPi](https://pypi.org/project/anaconda) (📥 12K / month): +- [PyPi](https://pypi.org/project/elpy) (📥 820 / month): ``` - pip install anaconda + pip install elpy ``` -- [Conda](https://anaconda.org/conda-forge/anaconda): +- [Conda](https://anaconda.org/conda-forge/elpy): ``` - conda install -c conda-forge anaconda + conda install -c conda-forge elpy ```
-
elpy (🥈22 · ⭐ 1.8K) - Emacs Python Development Environment. ❗️GPL-3.0 +
anaconda (🥈20 · ⭐ 2.2K · 💀) - Anaconda turns your Sublime Text 3 in a full featured Python.. ❗️GPL-3.0 -- [GitHub](https://github.com/jorgenschaefer/elpy) (👨‍💻 91 · 🔀 240 · 📦 200 · 📋 1.6K - 22% open · ⏱️ 27.06.2022): +- [GitHub](https://github.com/DamnWidget/anaconda) (👨‍💻 89 · 🔀 260 · 📋 790 - 22% open · ⏱️ 28.02.2022): ``` - git clone https://github.com/jorgenschaefer/elpy + git clone https://github.com/DamnWidget/anaconda ``` -- [PyPi](https://pypi.org/project/elpy) (📥 760 / month): +- [PyPi](https://pypi.org/project/anaconda) (📥 11K / month): ``` - pip install elpy + pip install anaconda ``` -- [Conda](https://anaconda.org/conda-forge/elpy): +- [Conda](https://anaconda.org/conda-forge/anaconda): ``` - conda install -c conda-forge elpy + conda install -c conda-forge anaconda ```
-
YouCompleteMe (🥉19 · ⭐ 24K) - 包含 Jedi 补全的 Python 引擎。❗️GPL-3.0 +
YouCompleteMe (🥉19 · ⭐ 25K) - Includes [Jedi](https://github.com/davidhalter/jedi)-based.. ❗️GPL-3.0 -- [GitHub](https://github.com/ycm-core/YouCompleteMe) (👨‍💻 180 · 🔀 2.7K · 📋 3.1K - 0% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/ycm-core/YouCompleteMe) (👨‍💻 190 · 🔀 2.7K · 📋 3.2K - 0% open · ⏱️ 20.03.2024): ``` git clone https://github.com/Valloric/YouCompleteMe @@ -3822,9 +3822,9 @@ _ Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环 conda install -c conda-forge YouCompleteMe ```
-
PTVS (🥉18 · ⭐ 2.4K) - Visual Studio Python 工具。Apache-2 +
PTVS (🥉18 · ⭐ 2.5K) - Python Tools for Visual Studio. Apache-2 -- [GitHub](https://github.com/microsoft/PTVS) (👨‍💻 78 · 🔀 660 · 📥 33K · 📋 4.3K - 2% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/microsoft/PTVS) (👨‍💻 84 · 🔀 660 · 📥 34K · 📋 4.9K - 1% open · ⏱️ 03.05.2024): ``` git clone https://github.com/Microsoft/PTVS @@ -3838,41 +3838,41 @@ _ Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环 conda install -c conda-forge PTVS ```
-
SublimeJEDI (🥉17 · ⭐ 930) - 一个很棒的自动补全库 Jedi 的Sublime Text 插件。MIT +
jedi-vim (🥉17 · ⭐ 5.2K) - Vim bindings for the Jedi auto-completion library for Python. MIT -- [GitHub](https://github.com/srusskih/SublimeJEDI) (👨‍💻 49 · 🔀 110 · 📋 220 - 15% open · ⏱️ 15.07.2022): +- [GitHub](https://github.com/davidhalter/jedi-vim) (👨‍💻 98 · 🔀 360 · 📦 20 · 📋 780 - 2% open · ⏱️ 30.12.2023): ``` - git clone https://github.com/srusskih/SublimeJEDI + git clone https://github.com/davidhalter/jedi-vim ``` -- [PyPi](https://pypi.org/project/SublimeJEDI): +- [PyPi](https://pypi.org/project/jedi-vim): ``` - pip install SublimeJEDI + pip install jedi-vim ``` -- [Conda](https://anaconda.org/conda-forge/SublimeJEDI): +- [Conda](https://anaconda.org/conda-forge/jedi-vim): ``` - conda install -c conda-forge SublimeJEDI + conda install -c conda-forge jedi-vim ```
-
jedi-vim (🥉15 · ⭐ 5K) - 用于 Python 的 Jedi 自动补全库的 Vim 绑定。MIT +
SublimeJEDI (🥉15 · ⭐ 940 · 💀) - A Sublime Text plugin to the awesome auto-complete library Jedi. MIT -- [GitHub](https://github.com/davidhalter/jedi-vim) (👨‍💻 94 · 🔀 370 · 📋 760 - 3% open · ⏱️ 08.04.2022): +- [GitHub](https://github.com/srusskih/SublimeJEDI) (👨‍💻 49 · 🔀 110 · 📋 220 - 15% open · ⏱️ 30.08.2022): ``` - git clone https://github.com/davidhalter/jedi-vim + git clone https://github.com/srusskih/SublimeJEDI ``` -- [PyPi](https://pypi.org/project/jedi-vim): +- [PyPi](https://pypi.org/project/SublimeJEDI): ``` - pip install jedi-vim + pip install SublimeJEDI ``` -- [Conda](https://anaconda.org/conda-forge/jedi-vim): +- [Conda](https://anaconda.org/conda-forge/SublimeJEDI): ``` - conda install -c conda-forge jedi-vim + conda install -c conda-forge SublimeJEDI ```
-
python-mode (🥉14 · ⭐ 5.4K · 💤) - 一个将Vim转换为Python IDE的多合一插件。❗️LGPL-3.0 +
python-mode (🥉14 · ⭐ 5.4K · 💤) - An all in one plugin for turning Vim into a Python IDE. ❗️LGPL-3.0 -- [GitHub](https://github.com/python-mode/python-mode) (👨‍💻 130 · 🔀 760 · 📋 900 - 2% open · ⏱️ 28.01.2022): +- [GitHub](https://github.com/python-mode/python-mode) (👨‍💻 130 · 🔀 760 · 📋 910 - 3% open · ⏱️ 23.09.2023): ``` git clone https://github.com/python-mode/python-mode @@ -3888,36 +3888,36 @@ _ Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环

-## 电子邮件 +## Email -Back to top +Back to top -_用来发送和解析电子邮件的库。_ +_Libraries for sending and parsing email._ -
yagmail (🥇27 · ⭐ 2.3K) - yagmail是一个GMAIL / SMTP客户端，旨在使其尽可能简单地发送电子邮件。MIT +
yagmail (🥇27 · ⭐ 2.6K · 💀) - Yet another Gmail/SMTP client. MIT -- [GitHub](https://github.com/kootenpv/yagmail) (👨‍💻 30 · 🔀 250 · 📦 2.5K · 📋 210 - 43% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/kootenpv/yagmail) (👨‍💻 32 · 🔀 260 · 📦 4.1K · 📋 230 - 43% open · ⏱️ 28.09.2022): ``` git clone https://github.com/kootenpv/yagmail ``` -- [PyPi](https://pypi.org/project/yagmail) (📥 210K / month): +- [PyPi](https://pypi.org/project/yagmail) (📥 150K / month): ``` pip install yagmail ``` -- [Conda](https://anaconda.org/conda-forge/yagmail) (📥 15K · ⏱️ 12.08.2022): +- [Conda](https://anaconda.org/conda-forge/yagmail) (📥 34K · ⏱️ 16.06.2023): ``` conda install -c conda-forge yagmail ```
-
flanker (🥈26 · ⭐ 1.5K · 💀) - 一个 email 地址和 Mime 解析库。Apache-2 +
flanker (🥈26 · ⭐ 1.6K · 💀) - An email address and Mime parsing library. Apache-2 -- [GitHub](https://github.com/mailgun/flanker) (👨‍💻 55 · 🔀 180 · 📦 260 · 📋 88 - 59% open · ⏱️ 29.03.2021): +- [GitHub](https://github.com/mailgun/flanker) (👨‍💻 57 · 🔀 190 · 📦 510 · 📋 92 - 58% open · ⏱️ 03.03.2023): ``` git clone https://github.com/mailgun/flanker ``` -- [PyPi](https://pypi.org/project/flanker) (📥 53K / month): +- [PyPi](https://pypi.org/project/flanker) (📥 27K / month): ``` pip install flanker ``` @@ -3926,62 +3926,62 @@ _用来发送和解析电子邮件的库。_ conda install -c conda-forge flanker ```
-
modoboa (🥈25 · ⭐ 2.2K) - 一个邮件托管和管理平台，具有现代的、简约的 Web UI。ISC +
imbox (🥈26 · ⭐ 1.2K) - Python IMAP for Humans. MIT -- [GitHub](https://github.com/modoboa/modoboa) (👨‍💻 100 · 🔀 300 · 📦 35 · 📋 1.6K - 4% open · ⏱️ 22.07.2022): +- [GitHub](https://github.com/martinrusev/imbox) (👨‍💻 54 · 🔀 180 · 📦 220 · 📋 130 - 46% open · ⏱️ 16.04.2024): ``` - git clone https://github.com/modoboa/modoboa + git clone https://github.com/martinrusev/imbox ``` -- [PyPi](https://pypi.org/project/modoboa) (📥 1.8K / month): +- [PyPi](https://pypi.org/project/imbox) (📥 12K / month): ``` - pip install modoboa + pip install imbox ``` -- [Conda](https://anaconda.org/conda-forge/modoboa): +- [Conda](https://anaconda.org/conda-forge/imbox): ``` - conda install -c conda-forge modoboa + conda install -c conda-forge imbox ```
-
imbox (🥈25 · ⭐ 1.1K) - Python IMAP 库。MIT +
modoboa (🥉25 · ⭐ 2.9K) - A mail hosting and management platform including a modern Web UI. ISC -- [GitHub](https://github.com/martinrusev/imbox) (👨‍💻 50 · 🔀 160 · 📦 150 · 📋 120 - 45% open · ⏱️ 01.07.2022): +- [GitHub](https://github.com/modoboa/modoboa) (👨‍💻 120 · 🔀 380 · 📦 42 · 📋 1.8K - 4% open · ⏱️ 03.05.2024): ``` - git clone https://github.com/martinrusev/imbox + git clone https://github.com/modoboa/modoboa ``` -- [PyPi](https://pypi.org/project/imbox) (📥 120K / month): +- [PyPi](https://pypi.org/project/modoboa) (📥 3.4K / month): ``` - pip install imbox + pip install modoboa ``` -- [Conda](https://anaconda.org/conda-forge/imbox): +- [Conda](https://anaconda.org/conda-forge/modoboa): ``` - conda install -c conda-forge imbox + conda install -c conda-forge modoboa ```
-
mailer (🥉19 · ⭐ 240) - 一款高性能可扩展的邮件投递框架。MIT +
mailer (🥉23 · ⭐ 280 · 💤) - High-performance extensible mail delivery framework. MIT -- [GitHub](https://github.com/marrow/mailer) (👨‍💻 20 · 🔀 54 · 📥 130 · 📋 72 - 33% open · ⏱️ 15.07.2022): +- [GitHub](https://github.com/marrow/mailer) (👨‍💻 20 · 🔀 59 · 📥 160 · 📦 320 · 📋 73 - 26% open · ⏱️ 05.10.2023): ``` git clone https://github.com/marrow/mailer ``` -- [PyPi](https://pypi.org/project/mailer) (📥 37K / month): +- [PyPi](https://pypi.org/project/mailer) (📥 78K / month): ``` pip install mailer ``` -- [Conda](https://anaconda.org/conda-forge/mailer) (📥 50K · ⏱️ 01.07.2021): +- [Conda](https://anaconda.org/conda-forge/mailer) (📥 65K · ⏱️ 16.06.2023): ``` conda install -c conda-forge mailer ```
-
salmon (🥉14 · ⭐ 560) - 一个 Python 邮件服务器。❗Unlicensed +
salmon (🥉14 · ⭐ 630) - A Python Mail Server. ❗Unlicensed -- [GitHub](https://github.com/moggers87/salmon) (👨‍💻 15 · 🔀 54 · 📥 70 · 📦 17 · 📋 90 - 18% open · ⏱️ 06.06.2022): +- [GitHub](https://github.com/moggers87/salmon) (👨‍💻 15 · 🔀 69 · 📥 120 · 📦 20 · 📋 91 - 19% open · ⏱️ 29.03.2024): ``` git clone https://github.com/moggers87/salmon ``` -- [PyPi](https://pypi.org/project/salmon) (📥 47 / month): +- [PyPi](https://pypi.org/project/salmon) (📥 120 / month): ``` pip install salmon ``` @@ -3992,242 +3992,242 @@ _用来发送和解析电子邮件的库。_

-## 企业级应用集成 +## Enterprise Application Integrations -Back to top +Back to top -_企业级环境中用于集成的平台与工具。_ +_Platforms and tools for systems integrations in enterprise environments_ -🔗 Zato - ESB, SOA, REST, APIs 以及云的 Python 整合。 +🔗 Zato - ESB, SOA, REST, APIs and Cloud Integrations in Python.
-## 环境管理 +## Environment Management -Back to top +Back to top -_管理 Python 版本和环境的工具_ +_Libraries for Python version and virtual environment management._ -
pyenv (🥇26 · ⭐ 28K) - 简单的 Python 版本管理工具。MIT +
virtualenv (🥇34 · ⭐ 4.7K) - A tool to create isolated Python environments. MIT -- [GitHub](https://github.com/pyenv/pyenv) (👨‍💻 380 · 🔀 2.5K · 📋 1.5K - 2% open · ⏱️ 16.08.2022): +- [GitHub](https://github.com/pypa/virtualenv) (👨‍💻 120 · 🔀 970 · 📦 380K · 📋 1.3K - 1% open · ⏱️ 03.05.2024): ``` - git clone https://github.com/pyenv/pyenv + git clone https://github.com/pypa/virtualenv ``` -- [PyPi](https://pypi.org/project/pyenv) (📥 7.2K / month): +- [PyPi](https://pypi.org/project/virtualenv) (📥 130M / month): ``` - pip install pyenv + pip install virtualenv ``` -- [Conda](https://anaconda.org/conda-forge/pyenv): +- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 6.7M · ⏱️ 30.04.2024): ``` - conda install -c conda-forge pyenv + conda install -c conda-forge virtualenv ```
-
virtualenv (🥉25 · ⭐ 4.2K) - 创建独立 Python 环境的工具。MIT +
pyenv (🥉29 · ⭐ 37K) - Simple Python version management. MIT -- [GitHub](https://github.com/pypa/virtualenv) (👨‍💻 80 · 🔀 880 · 📋 1.2K - 6% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/pyenv/pyenv) (👨‍💻 440 · 🔀 2.9K · 📦 21 · 📋 1.7K - 2% open · ⏱️ 09.05.2024): ``` - git clone https://github.com/pypa/virtualenv + git clone https://github.com/pyenv/pyenv ``` -- [PyPi](https://pypi.org/project/virtualenv) (📥 32M / month): +- [PyPi](https://pypi.org/project/pyenv) (📥 12K / month): ``` - pip install virtualenv + pip install pyenv ``` -- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 2.4M · ⏱️ 22.08.2022): +- [Conda](https://anaconda.org/conda-forge/pyenv): ``` - conda install -c conda-forge virtualenv + conda install -c conda-forge pyenv ```

-## 文件 +## Files -Back to top +Back to top -_文件管理和 MIME（多用途的网际邮件扩充协议）类型检测。_ +_Libraries for file manipulation and MIME type detection._ -🔗 mimetypes - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 mimetypes - (Python standard library) Map filenames to MIME types. -🔗 pathlib - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 pathlib - (Python standard library) An cross-platform, object-oriented path library. -
watchdog (🥇34 · ⭐ 5.4K) - 管理文件系统事件的 API 和 shell 工具。Apache-2 +
watchdog (🥇34 · ⭐ 6.3K) - API and shell utilities to monitor file system events. Apache-2 -- [GitHub](https://github.com/gorakhargosh/watchdog) (👨‍💻 130 · 🔀 630 · 📦 61K · 📋 570 - 27% open · ⏱️ 13.08.2022): +- [GitHub](https://github.com/gorakhargosh/watchdog) (👨‍💻 150 · 🔀 670 · 📦 150K · 📋 640 - 28% open · ⏱️ 12.02.2024): ``` git clone https://github.com/gorakhargosh/watchdog ``` -- [PyPi](https://pypi.org/project/watchdog) (📥 7.2M / month): +- [PyPi](https://pypi.org/project/watchdog) (📥 21M / month): ``` pip install watchdog ``` -- [Conda](https://anaconda.org/conda-forge/watchdog) (📥 1.3M · ⏱️ 10.06.2022): +- [Conda](https://anaconda.org/conda-forge/watchdog) (📥 2.9M · ⏱️ 07.02.2024): ``` conda install -c conda-forge watchdog ```
-
python-magic (🥈29 · ⭐ 2.2K) - 文件类型检测的第三方库 libmagic 的 Python 接口。❗Unlicensed +
python-magic (🥈29 · ⭐ 2.5K · 💤) - A Python interface to the libmagic file type.. ❗Unlicensed -- [GitHub](https://github.com/ahupp/python-magic) (👨‍💻 55 · 🔀 240 · 📦 31K · 📋 180 - 15% open · ⏱️ 20.06.2022): +- [GitHub](https://github.com/ahupp/python-magic) (👨‍💻 61 · 🔀 260 · 📦 57K · 📋 200 - 6% open · ⏱️ 09.10.2023): ``` git clone https://github.com/ahupp/python-magic ``` -- [PyPi](https://pypi.org/project/python-magic) (📥 5.9M / month): +- [PyPi](https://pypi.org/project/python-magic) (📥 8.7M / month): ``` pip install python-magic ``` -- [Conda](https://anaconda.org/conda-forge/python-magic) (📥 160K · ⏱️ 10.06.2022): +- [Conda](https://anaconda.org/conda-forge/python-magic) (📥 250K · ⏱️ 25.09.2023): ``` conda install -c conda-forge python-magic ```
-
PyFilesystem2 (🥉19 · ⭐ 1.7K) - Python 的文件系统抽象层。MIT +
path.py (🥉26 · ⭐ 1.1K) - A module wrapper for.. MIT -- [GitHub](https://github.com/PyFilesystem/pyfilesystem2) (👨‍💻 46 · 🔀 160 · 📋 340 - 20% open · ⏱️ 19.08.2022): +- [GitHub](https://github.com/jaraco/path) (👨‍💻 54 · 🔀 140 · 📦 15K · 📋 140 - 1% open · ⏱️ 24.04.2024): ``` - git clone https://github.com/pyfilesystem/pyfilesystem2 + git clone https://github.com/jaraco/path.py ``` -- [PyPi](https://pypi.org/project/pyfilesystem2): +- [PyPi](https://pypi.org/project/path.py) (📥 390K / month): ``` - pip install pyfilesystem2 + pip install path.py ``` -- [Conda](https://anaconda.org/conda-forge/pyfilesystem2): +- [Conda](https://anaconda.org/conda-forge/path.py) (📥 620K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge pyfilesystem2 + conda install -c conda-forge path.py ```
-
path.py (🥉19 · ⭐ 1K) - A module wrapper for.. MIT +
Unipath (🥉19 · ⭐ 510 · 💀) - An object-oriented approach to file/directory operations. ❗Unlicensed -- [GitHub](https://github.com/jaraco/path) (👨‍💻 47 · 🔀 130 · 📋 130 - 0% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/mikeorr/Unipath) (👨‍💻 6 · 🔀 39 · 📦 9.6K · 📋 17 - 35% open · ⏱️ 14.02.2015): ``` - git clone https://github.com/jaraco/path.py + git clone https://github.com/mikeorr/Unipath ``` -- [PyPi](https://pypi.org/project/path.py) (📥 260K / month): +- [PyPi](https://pypi.org/project/Unipath) (📥 54K / month): ``` - pip install path.py + pip install Unipath ``` -- [Conda](https://anaconda.org/conda-forge/path.py) (📥 520K · ⏱️ 28.07.2020): +- [Conda](https://anaconda.org/conda-forge/Unipath): ``` - conda install -c conda-forge path.py + conda install -c conda-forge Unipath ```
-
Unipath (🥉19 · ⭐ 500 · 💀) - 用面向对象的方式操作文件和目录。❗Unlicensed +
PyFilesystem2 (🥉18 · ⭐ 2K · 💀) - Python's filesystem abstraction layer. MIT -- [GitHub](https://github.com/mikeorr/Unipath) (👨‍💻 6 · 🔀 38 · 📦 7.9K · 📋 17 - 41% open · ⏱️ 14.02.2015): +- [GitHub](https://github.com/PyFilesystem/pyfilesystem2) (👨‍💻 47 · 🔀 170 · 📋 360 - 24% open · ⏱️ 18.10.2022): ``` - git clone https://github.com/mikeorr/Unipath + git clone https://github.com/pyfilesystem/pyfilesystem2 ``` -- [PyPi](https://pypi.org/project/Unipath) (📥 56K / month): +- [PyPi](https://pypi.org/project/pyfilesystem2): ``` - pip install Unipath + pip install pyfilesystem2 ``` -- [Conda](https://anaconda.org/conda-forge/Unipath): +- [Conda](https://anaconda.org/conda-forge/pyfilesystem2): ``` - conda install -c conda-forge Unipath + conda install -c conda-forge pyfilesystem2 ```

-## 外来函数接口 +## Foreign Function Interface -Back to top +Back to top -_使用外来函数接口的库。_ +_Libraries for providing foreign function interface._ -🔗 cffi - 用来调用 C 代码的外来函数接口。 +🔗 cffi - Foreign Function Interface for Python calling C code. -🔗 ctypes - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 ctypes - (Python standard library) Foreign Function Interface for Python calling C code. -🔗 PyCUDA - Nvidia CUDA API 的封装。 +🔗 PyCUDA - A Python wrapper for Nvidia's CUDA API. -🔗 SWIG - 简化的封装和接口生成器。 +🔗 SWIG - Simplified Wrapper and Interface Generator.
-## 表单 +## Forms -Back to top +Back to top -_进行表单操作的库。_ +_Libraries for working with forms._ -
WTForms (🥇33 · ⭐ 1.3K) - 一个灵活的表单验证和呈现库。BSD-3 +
WTForms (🥇36 · ⭐ 1.5K) - A flexible forms validation and rendering library. BSD-3 -- [GitHub](https://github.com/wtforms/wtforms) (👨‍💻 140 · 🔀 360 · 📦 140K · 📋 400 - 12% open · ⏱️ 17.07.2022): +- [GitHub](https://github.com/wtforms/wtforms) (👨‍💻 160 · 🔀 390 · 📦 210K · 📋 450 - 12% open · ⏱️ 04.05.2024): ``` git clone https://github.com/wtforms/wtforms ``` -- [PyPi](https://pypi.org/project/wtforms) (📥 3.1M / month): +- [PyPi](https://pypi.org/project/wtforms) (📥 6M / month): ``` pip install wtforms ``` -- [Conda](https://anaconda.org/conda-forge/wtforms) (📥 110K · ⏱️ 24.12.2021): +- [Conda](https://anaconda.org/conda-forge/wtforms) (📥 220K · ⏱️ 21.02.2024): ``` conda install -c conda-forge wtforms ```
-
django-crispy-forms (🥈31 · ⭐ 4.5K) - 一个 Django 应用，他可以让你以一种非常优雅且 DRY（Don't repeat yourself） 的方式来创建美观的表单。MIT +
django-crispy-forms (🥈30 · ⭐ 4.9K) - A Django app which lets you create beautiful forms in a.. MIT -- [GitHub](https://github.com/django-crispy-forms/django-crispy-forms) (👨‍💻 220 · 🔀 680 · 📦 97K · 📋 650 - 8% open · ⏱️ 15.07.2022): +- [GitHub](https://github.com/django-crispy-forms/django-crispy-forms) (👨‍💻 230 · 🔀 700 · 📦 140K · 📋 690 - 7% open · ⏱️ 13.04.2024): ``` git clone https://github.com/django-crispy-forms/django-crispy-forms ``` -- [PyPi](https://pypi.org/project/django-crispy-forms) (📥 680K / month): +- [PyPi](https://pypi.org/project/django-crispy-forms) (📥 1.3M / month): ``` pip install django-crispy-forms ``` -- [Conda](https://anaconda.org/conda-forge/django-crispy-forms) (📥 54K · ⏱️ 25.01.2022): +- [Conda](https://anaconda.org/conda-forge/django-crispy-forms) (📥 95K · ⏱️ 15.10.2023): ``` conda install -c conda-forge django-crispy-forms ```
-
django-bootstrap3 (🥈27 · ⭐ 2.3K) - 集成了 Bootstrap 3 的 Django。BSD-3 +
django-bootstrap4 (🥈28 · ⭐ 1K) - Bootstrap 4 integration with Django. BSD-3 -- [GitHub](https://github.com/zostera/django-bootstrap3) (👨‍💻 98 · 🔀 680 · 📦 17K · 📋 290 - 2% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/zostera/django-bootstrap4) (👨‍💻 140 · 🔀 220 · 📦 160K · 📋 160 - 10% open · ⏱️ 25.04.2024): ``` - git clone https://github.com/dyve/django-bootstrap3 + git clone https://github.com/zostera/django-bootstrap4 ``` -- [PyPi](https://pypi.org/project/django-bootstrap3) (📥 85K / month): +- [PyPi](https://pypi.org/project/django-bootstrap4) (📥 190K / month): ``` - pip install django-bootstrap3 + pip install django-bootstrap4 ``` -- [Conda](https://anaconda.org/conda-forge/django-bootstrap3) (📥 23K · ⏱️ 04.08.2019): +- [Conda](https://anaconda.org/conda-forge/django-bootstrap4) (📥 27K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge django-bootstrap3 + conda install -c conda-forge django-bootstrap4 ```
-
django-bootstrap4 (🥈27 · ⭐ 960) - 集成了 Bootstrap 4 的 Django。BSD-3 +
django-bootstrap3 (🥉27 · ⭐ 2.3K) - Bootstrap 3 integration with Django. BSD-3 -- [GitHub](https://github.com/zostera/django-bootstrap4) (👨‍💻 140 · 🔀 210 · 📦 67K · 📋 160 - 13% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/zostera/django-bootstrap3) (👨‍💻 99 · 🔀 670 · 📦 19K · ⏱️ 25.04.2024): ``` - git clone https://github.com/zostera/django-bootstrap4 + git clone https://github.com/dyve/django-bootstrap3 ``` -- [PyPi](https://pypi.org/project/django-bootstrap4) (📥 140K / month): +- [PyPi](https://pypi.org/project/django-bootstrap3) (📥 140K / month): ``` - pip install django-bootstrap4 + pip install django-bootstrap3 ``` -- [Conda](https://anaconda.org/conda-forge/django-bootstrap4) (📥 19K · ⏱️ 20.10.2021): +- [Conda](https://anaconda.org/conda-forge/django-bootstrap3) (📥 29K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge django-bootstrap4 + conda install -c conda-forge django-bootstrap3 ```
-
Deform (🥉20 · ⭐ 380) - Python HTML 表单生成库，受到了 formish 表单生成库的启发。❗Unlicensed +
Deform (🥉20 · ⭐ 410) - Python HTML form generation library influenced by the formish form.. ❗Unlicensed -- [GitHub](https://github.com/Pylons/deform) (👨‍💻 100 · 🔀 160 · 📦 730 · 📋 180 - 25% open · ⏱️ 15.07.2022): +- [GitHub](https://github.com/Pylons/deform) (👨‍💻 100 · 🔀 160 · 📦 810 · 📋 180 - 25% open · ⏱️ 15.11.2023): ``` git clone https://github.com/Pylons/deform ``` -- [PyPi](https://pypi.org/project/deform) (📥 6.8K / month): +- [PyPi](https://pypi.org/project/deform) (📥 8.9K / month): ``` pip install deform ``` @@ -4236,14 +4236,14 @@ _进行表单操作的库。_ conda install -c conda-forge deform ```
-
django-remote-forms (🥉14 · ⭐ 220 · 💀) - 一个平台独立的 Django 表单序列化工具。MIT +
django-remote-forms (🥉15 · ⭐ 220 · 💀) - A platform independent Django form serializer. MIT -- [GitHub](https://github.com/WiserTogether/django-remote-forms) (👨‍💻 9 · 🔀 85 · 📦 19 · 📋 16 - 75% open · ⏱️ 12.07.2017): +- [GitHub](https://github.com/WiserTogether/django-remote-forms) (👨‍💻 9 · 🔀 86 · 📦 23 · 📋 16 - 75% open · ⏱️ 12.07.2017): ``` git clone https://github.com/WiserTogether/django-remote-forms ``` -- [PyPi](https://pypi.org/project/django-remote-forms) (📥 120 / month): +- [PyPi](https://pypi.org/project/django-remote-forms) (📥 150 / month): ``` pip install django-remote-forms ``` @@ -4254,95 +4254,95 @@ _进行表单操作的库。_

-## 函数式编程 +## Functional Programming -Back to top +Back to top -_使用 Python 进行函数式编程。_ +_Functional Programming with Python._ -
Toolz (🥇32 · ⭐ 4K) - 一组用于迭代器，函数和字典的函数式编程工具。❗Unlicensed +
more-itertools (🥇36 · ⭐ 3.4K) - More routines for operating on iterables, beyond `itertools`. MIT -- [GitHub](https://github.com/pytoolz/toolz) (👨‍💻 72 · 🔀 230 · 📦 66K · 📋 210 - 34% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/more-itertools/more-itertools) (👨‍💻 120 · 🔀 260 · 📥 3K · 📦 220K · 📋 300 - 5% open · ⏱️ 13.04.2024): ``` - git clone https://github.com/pytoolz/toolz + git clone https://github.com/erikrose/more-itertools ``` -- [PyPi](https://pypi.org/project/toolz) (📥 15M / month): +- [PyPi](https://pypi.org/project/more-itertools) (📥 79M / month): ``` - pip install toolz + pip install more-itertools ``` -- [Conda](https://anaconda.org/conda-forge/toolz) (📥 8.3M · ⏱️ 10.07.2022): +- [Conda](https://anaconda.org/conda-forge/more-itertools) (📥 15M · ⏱️ 08.01.2024): ``` - conda install -c conda-forge toolz + conda install -c conda-forge more-itertools ```
-
funcy (🥈28 · ⭐ 2.9K) - 炫酷又实用的函数式工具。BSD-3 +
Toolz (🥈34 · ⭐ 4.5K) - A collection of functional utilities for iterators, functions, and.. ❗Unlicensed -- [GitHub](https://github.com/Suor/funcy) (👨‍💻 31 · 🔀 130 · 📦 5.6K · 📋 70 - 7% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/pytoolz/toolz) (👨‍💻 77 · 🔀 240 · 📦 150K · 📋 220 - 36% open · ⏱️ 24.01.2024): ``` - git clone https://github.com/Suor/funcy + git clone https://github.com/pytoolz/toolz ``` -- [PyPi](https://pypi.org/project/funcy) (📥 1.1M / month): +- [PyPi](https://pypi.org/project/toolz) (📥 35M / month): ``` - pip install funcy + pip install toolz ``` -- [Conda](https://anaconda.org/conda-forge/funcy) (📥 230K · ⏱️ 21.12.2021): +- [Conda](https://anaconda.org/conda-forge/toolz) (📥 20M · ⏱️ 24.01.2024): ``` - conda install -c conda-forge funcy + conda install -c conda-forge toolz ```
-
more-itertools (🥈27 · ⭐ 2.7K · 📉) - 比 `itertools` 拥有更多的可迭代对象的操作方式。MIT +
funcy (🥈28 · ⭐ 3.3K) - A fancy and practical functional tools. BSD-3 -- [GitHub](https://github.com/more-itertools/more-itertools) (👨‍💻 89 · 🔀 200 · 📥 2.5K · 📋 220 - 6% open · ⏱️ 10.08.2022): +- [GitHub](https://github.com/Suor/funcy) (👨‍💻 33 · 🔀 140 · 📦 11K · 📋 80 - 10% open · ⏱️ 01.05.2024): ``` - git clone https://github.com/erikrose/more-itertools + git clone https://github.com/Suor/funcy ``` -- [PyPi](https://pypi.org/project/more-itertools) (📥 16M / month): +- [PyPi](https://pypi.org/project/funcy) (📥 1.5M / month): ``` - pip install more-itertools + pip install funcy ``` -- [Conda](https://anaconda.org/conda-forge/more-itertools) (📥 9.5M · ⏱️ 09.08.2022): +- [Conda](https://anaconda.org/conda-forge/funcy) (📥 430K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge more-itertools + conda install -c conda-forge funcy ```
-
returns (🥈27 · ⭐ 2.4K) - 一个类型安全的单元、转换器与合成工具集合。BSD-2 +
returns (🥉27 · ⭐ 3.3K) - A set of type-safe monads, transformers, and composition utilities. BSD-2 -- [GitHub](https://github.com/dry-python/returns) (👨‍💻 39 · 🔀 87 · 📦 200 · 📋 390 - 14% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/dry-python/returns) (👨‍💻 49 · 🔀 100 · 📦 550 · 📋 410 - 14% open · ⏱️ 08.05.2024): ``` git clone https://github.com/dry-python/returns ``` -- [PyPi](https://pypi.org/project/returns) (📥 50K / month): +- [PyPi](https://pypi.org/project/returns) (📥 150K / month): ``` pip install returns ``` -- [Conda](https://anaconda.org/conda-forge/returns) (📥 2.5K · ⏱️ 13.03.2022): +- [Conda](https://anaconda.org/conda-forge/returns) (📥 9.1K · ⏱️ 28.08.2023): ``` conda install -c conda-forge returns ```
-
Coconut (🥉21 · ⭐ 3.5K · 💤) - 为了简单、优雅、更 Pythonic 的函数式编程而构建的 Python 变体。Apache-2 +
Coconut (🥉22 · ⭐ 4K) - A variant of Python built for simple, elegant, Pythonic functional.. Apache-2 -- [GitHub](https://github.com/evhub/coconut) (👨‍💻 30 · 🔀 100 · 📋 570 - 12% open · ⏱️ 07.11.2021): +- [GitHub](https://github.com/evhub/coconut) (👨‍💻 34 · 🔀 120 · 📋 720 - 9% open · ⏱️ 02.03.2024): ``` git clone https://github.com/evhub/coconut ``` -- [PyPi](https://pypi.org/project/coconut) (📥 860 / month): +- [PyPi](https://pypi.org/project/coconut) (📥 2.8K / month): ``` pip install coconut ``` -- [Conda](https://anaconda.org/conda-forge/coconut) (📥 140K · ⏱️ 26.04.2022): +- [Conda](https://anaconda.org/conda-forge/coconut) (📥 220K · ⏱️ 02.03.2024): ``` conda install -c conda-forge coconut ```
-
CyToolz (🥉21 · ⭐ 870) - Toolz 的 Cython 实现：高性能函数式工具。❗Unlicensed +
CyToolz (🥉21 · ⭐ 970) - Cython implementation of `Toolz`: High performance functional.. ❗Unlicensed -- [GitHub](https://github.com/pytoolz/cytoolz) (🔀 67 · 📦 41K · 📋 73 - 32% open · ⏱️ 01.08.2022): +- [GitHub](https://github.com/pytoolz/cytoolz) (🔀 69 · 📦 59K · 📋 82 - 31% open · ⏱️ 24.01.2024): ``` git clone https://github.com/pytoolz/cytoolz/ @@ -4352,14 +4352,14 @@ _使用 Python 进行函数式编程。_ conda install -c conda-forge ```
-
fn.py (🥉18 · ⭐ 3.2K · 💀) - 在 Python 中进行函数式编程：实现了一些享受函数式编程缺失的功能。❗Unlicensed +
fn.py (🥉18 · ⭐ 3.3K · 💀) - Functional programming in Python: implementation of missing.. ❗Unlicensed -- [GitHub](https://github.com/kachayev/fn.py) (👨‍💻 18 · 🔀 180 · 📦 430 · 📋 48 - 47% open · ⏱️ 13.10.2014): +- [GitHub](https://github.com/kachayev/fn.py) (👨‍💻 18 · 🔀 190 · 📦 490 · 📋 50 - 48% open · ⏱️ 13.10.2014): ``` git clone https://github.com/kachayev/fn.py ``` -- [PyPi](https://pypi.org/project/fn.py) (📥 390 / month): +- [PyPi](https://pypi.org/project/fn.py) (📥 1K / month): ``` pip install fn.py ``` @@ -4370,66 +4370,66 @@ _使用 Python 进行函数式编程。_

-## 图形用户界面 +## GUI Development -Back to top +Back to top -_用来创建图形用户界面程序的库。_ +_Libraries for working with graphical user interface applications._ -🔗 curses - 内建的 ncurses 封装，用来创建终端图形用户界面。 +🔗 curses - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal.. -🔗 kivy - 一个用来创建自然用户交互（NUI）应用程序的库，可以运行在 Windows, Linux, Mac OS X, Android 以及 iOS 平台上。 +🔗 kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. -🔗 PyGObject - GLib/GObject/GIO/GTK+ (GTK+3) 的 Python 绑定。 +🔗 PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3). -🔗 PyQt - 跨平台用户界面框架 Qt 的 Python 绑定 ，支持 Qt v4 和 Qt v5。 +🔗 PyQt - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework. -🔗 Tkinter - Tkinter 是 Python GUI 的一个事实标准库。 +🔗 Tkinter - Tkinter is Python's de-facto standard GUI package. -🔗 urwid - 一个用来创建终端 GUI 应用的库，支持组件，事件和丰富的色彩等。 +🔗 urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich.. -🔗 wxPython - wxPython 是 wxWidgets C++ 类库和 Python 语言混合的产物。 +🔗 wxPython - A blending of the wxWidgets C++ class library with the Python. -
pyglet (🥇32 · ⭐ 1.2K) - 一个 Python 的跨平台窗口及多媒体库。BSD-3 +
pyglet (🥇34 · ⭐ 1.8K) - A cross-platform windowing and multimedia library for Python. BSD-3 -- [GitHub](https://github.com/pyglet/pyglet) (👨‍💻 140 · 🔀 230 · 📦 18K · 📋 370 - 17% open · ⏱️ 17.08.2022): +- [GitHub](https://github.com/pyglet/pyglet) (👨‍💻 160 · 🔀 290 · 📦 26K · 📋 580 - 16% open · ⏱️ 09.05.2024): ``` git clone https://github.com/pyglet/pyglet ``` -- [PyPi](https://pypi.org/project/pyglet) (📥 180K / month): +- [PyPi](https://pypi.org/project/pyglet) (📥 450K / month): ``` pip install pyglet ``` -- [Conda](https://anaconda.org/conda-forge/pyglet) (📥 410K · ⏱️ 22.08.2022): +- [Conda](https://anaconda.org/conda-forge/pyglet) (📥 610K · ⏱️ 23.09.2023): ``` conda install -c conda-forge pyglet ```
-
PySimpleGUI (🥈31 · ⭐ 10K) - tkinter，Qt，WxPython 和 Remi 的封装。❗️LGPL-3.0 +
PySimpleGUI (🥈27 · ⭐ 13K) - Wrapper for tkinter, Qt, WxPython and Remi. ❗Unlicensed -- [GitHub](https://github.com/PySimpleGUI/PySimpleGUI) (👨‍💻 18 · 🔀 1.6K · 📦 5.8K · 📋 2.9K - 22% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/PySimpleGUI/PySimpleGUI) (👨‍💻 3 · 🔀 1.8K · 📦 12K · 📋 3.6K - 20% open · ⏱️ 03.05.2024): ``` git clone https://github.com/PySimpleGUI/PySimpleGUI ``` -- [PyPi](https://pypi.org/project/PySimpleGUI) (📥 130K / month): +- [PyPi](https://pypi.org/project/PySimpleGUI) (📥 790K / month): ``` pip install PySimpleGUI ``` -- [Conda](https://anaconda.org/conda-forge/PySimpleGUI) (📥 68K · ⏱️ 28.07.2022): +- [Conda](https://anaconda.org/conda-forge/PySimpleGUI) (📥 150K · ⏱️ 16.06.2023): ``` conda install -c conda-forge PySimpleGUI ```
-
Eel (🥈28 · ⭐ 5.1K · 💤) - 用于制作简单离线 HTML/JS GUI 应用的库。MIT +
Eel (🥈27 · ⭐ 6.2K · 💀) - A library for making simple Electron-like offline HTML/JS GUI apps. MIT -- [GitHub](https://github.com/ChrisKnott/Eel) (👨‍💻 38 · 🔀 510 · 📦 3.9K · 📋 460 - 30% open · ⏱️ 19.10.2021): +- [GitHub](https://github.com/python-eel/Eel) (👨‍💻 46 · 🔀 560 · 📦 7.3K · 📋 530 - 35% open · ⏱️ 04.03.2023): ``` git clone https://github.com/ChrisKnott/Eel ``` -- [PyPi](https://pypi.org/project/Eel) (📥 52K / month): +- [PyPi](https://pypi.org/project/Eel) (📥 70K / month): ``` pip install Eel ``` @@ -4438,70 +4438,70 @@ _用来创建图形用户界面程序的库。_ conda install -c conda-forge Eel ```
-
Gooey (🥈25 · ⭐ 17K) - 一条命令，将命令行程序变成一个 GUI 程序。MIT +
Gooey (🥈25 · ⭐ 20K · 💀) - Turn command line programs into a full GUI application with one line. MIT -- [GitHub](https://github.com/chriskiehl/Gooey) (👨‍💻 100 · 🔀 870 · 📥 280 · 📦 590 · 📋 550 - 19% open · ⏱️ 08.05.2022): +- [GitHub](https://github.com/chriskiehl/Gooey) (👨‍💻 100 · 🔀 990 · 📥 620 · 📦 910 · 📋 600 - 22% open · ⏱️ 08.05.2022): ``` git clone https://github.com/chriskiehl/Gooey ``` -- [PyPi](https://pypi.org/project/Gooey) (📥 4.1K / month): +- [PyPi](https://pypi.org/project/Gooey) (📥 6.4K / month): ``` pip install Gooey ``` -- [Conda](https://anaconda.org/conda-forge/Gooey) (📥 51K · ⏱️ 29.12.2021): +- [Conda](https://anaconda.org/conda-forge/Gooey) (📥 77K · ⏱️ 16.06.2023): ``` conda install -c conda-forge Gooey ```
-
Flexx (🥉24 · ⭐ 3K) - Flexx 是一个纯 Python 语言编写的用来创建 GUI 程序的工具集，它使用 web 技术进行界面的展示。BSD-2 +
DearPyGui (🥈25 · ⭐ 12K) - A Simple GPU accelerated Python GUI framework. MIT -- [GitHub](https://github.com/flexxui/flexx) (👨‍💻 37 · 🔀 250 · 📦 110 · 📋 440 - 19% open · ⏱️ 22.07.2022): +- [GitHub](https://github.com/hoffstadt/DearPyGui) (🔀 640 · 📦 2.9K · 📋 1.3K - 21% open · ⏱️ 13.04.2024): ``` - git clone https://github.com/zoofIO/flexx - ``` -- [PyPi](https://pypi.org/project/flexx) (📥 700 / month): - ``` - pip install flexx + git clone https://github.com/RaylockLLC/DearPyGui/ ``` -- [Conda](https://anaconda.org/conda-forge/flexx) (📥 90K · ⏱️ 12.04.2022): +- [Conda](https://anaconda.org/conda-forge/): ``` - conda install -c conda-forge flexx + conda install -c conda-forge ```
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DearPyGui (🥉23 · ⭐ 8.5K) - 一个简单的可使用 GPU 加速的 Python GUI 框架。MIT +
pywebview (🥉23 · ⭐ 4.3K) - A lightweight cross-platform native wrapper around a webview.. BSD-3 -- [GitHub](https://github.com/hoffstadt/DearPyGui) (🔀 440 · 📦 490 · 📋 1K - 21% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/r0x0r/pywebview) (🔀 510 · 📦 1.9K · 📋 930 - 2% open · ⏱️ 03.05.2024): ``` - git clone https://github.com/RaylockLLC/DearPyGui/ + git clone https://github.com/r0x0r/pywebview/ ``` - [Conda](https://anaconda.org/conda-forge/): ``` conda install -c conda-forge ```
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pywebview (🥉23 · ⭐ 3.1K) - 围绕网页视图组件的轻量级跨平台的原生包装。BSD-3 +
Flexx (🥉23 · ⭐ 3.2K) - Flexx is a pure Python toolkit for creating GUI's, that uses web.. BSD-2 -- [GitHub](https://github.com/r0x0r/pywebview) (🔀 400 · 📦 730 · 📋 650 - 3% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/flexxui/flexx) (👨‍💻 37 · 🔀 260 · 📦 140 · 📋 460 - 20% open · ⏱️ 06.01.2024): ``` - git clone https://github.com/r0x0r/pywebview/ + git clone https://github.com/zoofIO/flexx ``` -- [Conda](https://anaconda.org/conda-forge/): +- [PyPi](https://pypi.org/project/flexx) (📥 950 / month): ``` - conda install -c conda-forge + pip install flexx + ``` +- [Conda](https://anaconda.org/conda-forge/flexx) (📥 100K · ⏱️ 16.06.2023): + ``` + conda install -c conda-forge flexx ```
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Toga (🥉18 · ⭐ 3.2K) - 一个 Python 原生的, 操作系统原生的 GUI 工具包。BSD-3 +
Toga (🥉22 · ⭐ 4.1K) - A Python native, OS native GUI toolkit. BSD-3 -- [GitHub](https://github.com/beeware/toga) (👨‍💻 210 · 🔀 540 · 📋 560 - 17% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/beeware/toga) (👨‍💻 260 · 🔀 640 · 📥 3.4K · 📦 3 · 📋 870 - 18% open · ⏱️ 08.05.2024): ``` git clone https://github.com/pybee/toga ``` -- [PyPi](https://pypi.org/project/toga) (📥 1.5K / month): +- [PyPi](https://pypi.org/project/toga) (📥 5.7K / month): ``` pip install toga ``` @@ -4510,18 +4510,18 @@ _用来创建图形用户界面程序的库。_ conda install -c conda-forge toga ```
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enaml (🥉17 · ⭐ 1.2K) - 使用类似 QML 的 Declaratic 语法来创建美观的用户界面。❗Unlicensed +
enaml (🥉20 · ⭐ 1.5K) - Creating beautiful user-interfaces with Declarative Syntax like QML. ❗Unlicensed -- [GitHub](https://github.com/nucleic/enaml) (👨‍💻 36 · 🔀 110 · 📥 150 · 📋 220 - 15% open · ⏱️ 19.08.2022): +- [GitHub](https://github.com/nucleic/enaml) (👨‍💻 39 · 🔀 120 · 📥 780 · 📦 230 · 📋 240 - 18% open · ⏱️ 24.04.2024): ``` git clone https://github.com/nucleic/enaml ``` -- [PyPi](https://pypi.org/project/enaml) (📥 2.4K / month): +- [PyPi](https://pypi.org/project/enaml) (📥 3.5K / month): ``` pip install enaml ``` -- [Conda](https://anaconda.org/conda-forge/enaml) (📥 120K · ⏱️ 20.08.2022): +- [Conda](https://anaconda.org/conda-forge/enaml) (📥 170K · ⏱️ 20.11.2023): ``` conda install -c conda-forge enaml ``` @@ -4530,15 +4530,15 @@ _用来创建图形用户界面程序的库。_ ## GraphQL -Back to top +Back to top -_GraphQL 相关库。_ +_Libraries for working with GraphQL._ -🔗 tartiflette - 支持 Python 3.6+ 和 asyncio 的 SDL 优先的 GraphQL 引擎实现。 +🔗 tartiflette - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio. -
graphene (🥇25 · ⭐ 7.4K) - Python GraphQL 框架。MIT +
graphene (🥇25 · ⭐ 8K · 💤) - GraphQL framework for Python. MIT -- [GitHub](https://github.com/graphql-python/graphene) (🔀 760 · 📦 14K · 📋 950 - 11% open · ⏱️ 20.08.2022): +- [GitHub](https://github.com/graphql-python/graphene) (🔀 800 · 📦 21K · 📋 990 - 11% open · ⏱️ 06.10.2023): ``` git clone https://github.com/graphql-python/graphene/ @@ -4548,9 +4548,9 @@ _GraphQL 相关库。_ conda install -c conda-forge ```
-
tartiflette-aiohttp (🥉16 · ⭐ 59 · 💤) - Tartiflette 的基于 aiohttp 的装饰器，用于通过 HTTP 公开 GraphQL API。MIT +
tartiflette-aiohttp (🥉15 · ⭐ 60 · 💀) - An `aiohttp`-based wrapper for Tartiflette to expose.. MIT -- [GitHub](https://github.com/tartiflette/tartiflette-aiohttp) (🔀 7 · 📦 44 · 📋 18 - 16% open · ⏱️ 15.11.2021): +- [GitHub](https://github.com/tartiflette/tartiflette-aiohttp) (🔀 10 · 📦 53 · 📋 19 - 21% open · ⏱️ 07.09.2022): ``` git clone https://github.com/tartiflette/tartiflette-aiohttp/ @@ -4560,9 +4560,9 @@ _GraphQL 相关库。_ conda install -c conda-forge ```
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tartiflette-asgi (🥉15 · ⭐ 100) - Tartiflette GraphQL 引擎的 ASGI 支持。MIT +
tartiflette-asgi (🥉13 · ⭐ 99 · 💀) - ASGI support for the Tartiflette GraphQL engine. MIT -- [GitHub](https://github.com/tartiflette/tartiflette-asgi) (🔀 15 · 📦 10 · 📋 49 - 12% open · ⏱️ 20.05.2022): +- [GitHub](https://github.com/tartiflette/tartiflette-asgi) (🔀 16 · 📦 20 · 📋 49 - 12% open · ⏱️ 20.05.2022): ``` git clone https://github.com/tartiflette/tartiflette-asgi/ @@ -4574,75 +4574,75 @@ _GraphQL 相关库。_

-## 游戏开发 +## Game Development -Back to top +Back to top -_超赞的游戏开发库。_ +_Awesome game development libraries._ -🔗 Arcade - 一个现代 Python 框架，用于制作具有引人入胜的图形与声音的游戏。 +🔗 Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound. -🔗 Cocos2d - cocos2d 是一个用来开发 2D 游戏， 示例和其他图形/交互应用的框架。基于 pyglet。 +🔗 Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive.. -🔗 Harfang3D - 支持3D，VR 与游戏开发的 Python 框架。 +🔗 Harfang3D - Python framework for 3D, VR and game development. -🔗 Panda3D - 由迪士尼开发的 3D 游戏引擎，并由卡内基梅陇娱乐技术中心负责维护。使用 C++ 编写, 针对 Python 进行了完全的封装。 +🔗 Panda3D - 3D game engine developed by Disney. -🔗 Pygame - Pygame 是一组 Python 模块，用来编写游戏。 +🔗 Pygame - Pygame is a set of Python modules designed for writing games. -🔗 PyOgre - Ogre 3D 渲染引擎的 Python 绑定，可以用来开发游戏和仿真程序等任何 3D 应用。 +🔗 PyOgre - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. -🔗 PyOpenGL - OpenGL 的 Python 绑定及其相关 APIs。 +🔗 PyOpenGL - Python ctypes bindings for OpenGL and it's related APIs. -🔗 PySDL2 - SDL2 库的封装，基于 ctypes。 +🔗 PySDL2 - A ctypes based wrapper for the SDL2 library. 🔗 RenPy - A Visual Novel engine.
-## 地理位置 +## Geolocation -Back to top +Back to top -_地理编码地址以及用来处理经纬度的库。_ +_Libraries for geocoding addresses and working with latitudes and longitudes._ -🔗 GeoDjango - 世界级地理图形 web 框架。 +🔗 GeoDjango - A world-class geographic web framework. -
geopy (🥇32 · ⭐ 3.7K) - Python 地址编码工具箱。MIT +
geopy (🥇26 · ⭐ 4.3K · 📉) - Python Geocoding Toolbox. MIT -- [GitHub](https://github.com/geopy/geopy) (👨‍💻 130 · 🔀 580 · 📦 41K · 📋 260 - 7% open · ⏱️ 07.08.2022): +- [GitHub](https://github.com/geopy/geopy) (👨‍💻 130 · 🔀 610 · 📥 41 · 📋 280 - 9% open · ⏱️ 23.11.2023): ``` git clone https://github.com/geopy/geopy ``` -- [PyPi](https://pypi.org/project/geopy) (📥 5M / month): +- [PyPi](https://pypi.org/project/geopy) (📥 5.2M / month): ``` pip install geopy ``` -- [Conda](https://anaconda.org/conda-forge/geopy) (📥 780K · ⏱️ 12.07.2021): +- [Conda](https://anaconda.org/conda-forge/geopy) (📥 1.3M · ⏱️ 28.02.2024): ``` conda install -c conda-forge geopy ```
-
django-countries (🥈22 · ⭐ 1.2K) - 一个 Django 应用程序，提供用于表格的国家选择功能，国旗图标静态文件以及模型中的国家字段。MIT +
django-countries (🥈21 · ⭐ 1.4K) - A Django app that provides a country field for models and.. MIT -- [GitHub](https://github.com/SmileyChris/django-countries) (👨‍💻 48 · 🔀 240 · 📋 250 - 4% open · ⏱️ 12.08.2022): +- [GitHub](https://github.com/SmileyChris/django-countries) (👨‍💻 56 · 🔀 280 · 📋 290 - 6% open · ⏱️ 02.05.2024): ``` git clone https://github.com/SmileyChris/django-countries ``` -- [PyPi](https://pypi.org/project/django-countries) (📥 420K / month): +- [PyPi](https://pypi.org/project/django-countries) (📥 820K / month): ``` pip install django-countries ``` -- [Conda](https://anaconda.org/conda-forge/django-countries) (📥 1.5K · ⏱️ 28.02.2022): +- [Conda](https://anaconda.org/conda-forge/django-countries) (📥 4.8K · ⏱️ 02.04.2024): ``` conda install -c conda-forge django-countries ```
-
geojson (🥉20 · ⭐ 740) - GeoJSON 的 Python 绑定及工具。BSD-3 +
geojson (🥉18 · ⭐ 880) - Python bindings and utilities for GeoJSON. BSD-3 -- [GitHub](https://github.com/jazzband/geojson) (👨‍💻 48 · 🔀 93 · 📦 10K · 📋 85 - 25% open · ⏱️ 07.05.2022): +- [GitHub](https://github.com/jazzband/geojson) (👨‍💻 56 · 🔀 120 · 📦 17K · 📋 98 - 24% open · ⏱️ 25.03.2024): ``` git clone https://github.com/frewsxcv/python-geojson @@ -4656,9 +4656,9 @@ _地理编码地址以及用来处理经纬度的库。_ conda install -c conda-forge python-geojson ```
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GeoIP (🥉16 · ⭐ 230 · 💀) - MaxMind GeoIP Legacy 数据库的 Python API。❗️LGPL-2.1 +
GeoIP (🥉16 · ⭐ 230 · 💀) - Python API for MaxMind GeoIP Legacy Database. ❗️LGPL-2.1 -- [GitHub](https://github.com/maxmind/geoip-api-python) (👨‍💻 12 · 🔀 52 · 📦 1.1K · ⏱️ 11.02.2021): +- [GitHub](https://github.com/maxmind/geoip-api-python) (👨‍💻 12 · 🔀 51 · 📦 1.6K · ⏱️ 11.02.2021): ``` git clone https://github.com/maxmind/geoip-api-python @@ -4674,105 +4674,105 @@ _地理编码地址以及用来处理经纬度的库。_

-## HTML 处理 +## HTML Manipulation -Back to top +Back to top -_处理 HTML 和 XML 的库。_ +_Libraries for working with HTML and XML._ -🔗 BeautifulSoup - 以 Python 风格的方式来对 HTML 或 XML 进行迭代，搜索和修改。 +🔗 BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. 🔗 cssutils - A CSS library for Python. -🔗 lxml - 一个非常快速，简单易用，功能齐全的库，用来处理 HTML 和 XML。 +🔗 lxml - A very fast, easy-to-use and versatile library for handling HTML and XML. -🔗 WeasyPrint - 用于HTML和CSS的可视化呈现引擎，并可以导出为PDF。 +🔗 WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF. 🔗 xmldataset - Simple XML Parsing. -
MarkupSafe (🥇32 · ⭐ 490) - 为 Python 实现 XML/HTML/XHTML 标记安全字符串。BSD-3 +
MarkupSafe (🥇33 · ⭐ 600) - Implements a XML/HTML/XHTML Markup safe string for Python. BSD-3 -- [GitHub](https://github.com/pallets/markupsafe) (👨‍💻 39 · 🔀 110 · 📦 930K · ⏱️ 01.08.2022): +- [GitHub](https://github.com/pallets/markupsafe) (👨‍💻 44 · 🔀 140 · 📥 4.5K · 📦 1.6M · ⏱️ 06.05.2024): ``` git clone https://github.com/pallets/markupsafe ``` -- [PyPi](https://pypi.org/project/markupsafe) (📥 110M / month): +- [PyPi](https://pypi.org/project/markupsafe) (📥 170M / month): ``` pip install markupsafe ``` -- [Conda](https://anaconda.org/conda-forge/markupsafe) (📥 21M · ⏱️ 08.06.2022): +- [Conda](https://anaconda.org/conda-forge/markupsafe) (📥 40M · ⏱️ 02.02.2024): ``` conda install -c conda-forge markupsafe ```
-
xmltodict (🥈31 · ⭐ 4.9K) - 像处理 JSON 一样处理 XML。MIT +
xmltodict (🥈32 · ⭐ 5.4K) - Working with XML feel like you are working with JSON. MIT -- [GitHub](https://github.com/martinblech/xmltodict) (👨‍💻 49 · 🔀 430 · 📦 42K · 📋 220 - 27% open · ⏱️ 08.05.2022): +- [GitHub](https://github.com/martinblech/xmltodict) (👨‍💻 51 · 🔀 450 · 📦 66K · 📋 250 - 33% open · ⏱️ 03.05.2024): ``` git clone https://github.com/martinblech/xmltodict ``` -- [PyPi](https://pypi.org/project/xmltodict) (📥 18M / month): +- [PyPi](https://pypi.org/project/xmltodict) (📥 46M / month): ``` pip install xmltodict ``` -- [Conda](https://anaconda.org/conda-forge/xmltodict) (📥 1.9M · ⏱️ 08.05.2022): +- [Conda](https://anaconda.org/conda-forge/xmltodict) (📥 3.9M · ⏱️ 16.06.2023): ``` conda install -c conda-forge xmltodict ```
-
bleach (🥈28 · ⭐ 2.4K) - 一个基于白名单的 HTML 清理和文本链接库。❗Unlicensed +
bleach (🥈28 · ⭐ 2.6K) - A whitelist-based HTML sanitization and text linkification library. ❗Unlicensed -- [GitHub](https://github.com/mozilla/bleach) (👨‍💻 78 · 🔀 220 · 📦 190K · 📋 360 - 9% open · ⏱️ 27.06.2022): +- [GitHub](https://github.com/mozilla/bleach) (👨‍💻 79 · 🔀 230 · 📦 320K · 📋 370 - 1% open · ⏱️ 15.04.2024): ``` git clone https://github.com/mozilla/bleach ``` -- [PyPi](https://pypi.org/project/bleach) (📥 14M / month): +- [PyPi](https://pypi.org/project/bleach) (📥 23M / month): ``` pip install bleach ``` -- [Conda](https://anaconda.org/conda-forge/bleach) (📥 8.2M · ⏱️ 27.06.2022): +- [Conda](https://anaconda.org/conda-forge/bleach) (📥 17M · ⏱️ 06.10.2023): ``` conda install -c conda-forge bleach ```
-
pyquery (🥉27 · ⭐ 2.1K) - 一个解析 HTML 的库，类似 jQuery。❗Unlicensed +
pyquery (🥈28 · ⭐ 2.3K) - A jQuery-like library for parsing HTML. ❗Unlicensed -- [GitHub](https://github.com/gawel/pyquery) (👨‍💻 50 · 🔀 170 · 📦 15K · 📋 170 - 26% open · ⏱️ 17.07.2022): +- [GitHub](https://github.com/gawel/pyquery) (👨‍💻 53 · 🔀 180 · 📦 23K · 📋 190 - 28% open · ⏱️ 02.04.2024): ``` git clone https://github.com/gawel/pyquery ``` -- [PyPi](https://pypi.org/project/pyquery) (📥 1.1M / month): +- [PyPi](https://pypi.org/project/pyquery) (📥 3.2M / month): ``` pip install pyquery ``` -- [Conda](https://anaconda.org/conda-forge/pyquery) (📥 28K · ⏱️ 27.11.2020): +- [Conda](https://anaconda.org/conda-forge/pyquery) (📥 62K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pyquery ```
-
untangle (🥉24 · ⭐ 550) - 将 XML 文档转换为 Python 对象，使其可以方便的访问。MIT +
untangle (🥉22 · ⭐ 610) - Converts XML documents to Python objects for easy access. MIT -- [GitHub](https://github.com/stchris/untangle) (👨‍💻 17 · 🔀 80 · 📥 530 · 📦 890 · 📋 54 - 27% open · ⏱️ 02.07.2022): +- [GitHub](https://github.com/stchris/untangle) (👨‍💻 18 · 🔀 82 · 📥 530 · 📦 1.1K · 📋 57 - 28% open · ⏱️ 19.01.2024): ``` git clone https://github.com/stchris/untangle ``` -- [PyPi](https://pypi.org/project/untangle) (📥 160K / month): +- [PyPi](https://pypi.org/project/untangle) (📥 150K / month): ``` pip install untangle ``` -- [Conda](https://anaconda.org/conda-forge/untangle) (📥 2.7K · ⏱️ 30.06.2020): +- [Conda](https://anaconda.org/conda-forge/untangle) (📥 5.1K · ⏱️ 16.06.2023): ``` conda install -c conda-forge untangle ```
-
html5lib (🥉16 · ⭐ 980 · 💤) - 一个兼容标准的 HTML 文档和片段解析及序列化库。MIT +
html5lib (🥉15 · ⭐ 1.1K) - A standards-compliant library for parsing and serializing HTML documents.. MIT -- [GitHub](https://github.com/html5lib/html5lib-python) (👨‍💻 62 · 🔀 260 · 📋 240 - 34% open · ⏱️ 17.09.2021): +- [GitHub](https://github.com/html5lib/html5lib-python) (👨‍💻 66 · 🔀 270 · 📋 260 - 30% open · ⏱️ 21.02.2024): ``` git clone https://github.com/html5lib/html5lib-python @@ -4788,160 +4788,160 @@ _处理 HTML 和 XML 的库。_

-## HTTP +## HTTP Clients -Back to top +Back to top -_使用 HTTP 的库。_ +_Libraries for working with HTTP._ -
requests (🥇40 · ⭐ 48K) - 人性化的 HTTP 请求库。Apache-2 +
requests (🥇39 · ⭐ 51K) - HTTP Requests for Humans. Apache-2 -- [GitHub](https://github.com/psf/requests) (👨‍💻 720 · 🔀 8.5K · 📥 3.1K · 📦 1.6M · 📋 3.6K - 5% open · ⏱️ 27.07.2022): +- [GitHub](https://github.com/psf/requests) (👨‍💻 760 · 🔀 8.9K · 📥 10K · 📦 2.9M · 📋 3.9K - 5% open · ⏱️ 23.04.2024): ``` git clone https://github.com/psf/requests ``` -- [PyPi](https://pypi.org/project/requests) (📥 230M / month): +- [PyPi](https://pypi.org/project/requests) (📥 460M / month): ``` pip install requests ``` -- [Conda](https://anaconda.org/conda-forge/requests) (📥 22M · ⏱️ 29.06.2022): +- [Conda](https://anaconda.org/conda-forge/requests) (📥 42M · ⏱️ 16.06.2023): ``` conda install -c conda-forge requests ```
-
urllib3 (🥈36 · ⭐ 3.1K) - 一个具有线程安全连接池，支持文件 post，清晰友好的 HTTP 库。MIT +
httpx (🥈38 · ⭐ 12K) - A next generation HTTP client for Python. BSD-3 -- [GitHub](https://github.com/urllib3/urllib3) (👨‍💻 310 · 🔀 930 · 📥 2.9K · 📦 940K · 📋 1K - 9% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/encode/httpx) (👨‍💻 220 · 🔀 780 · 📦 200K · 📋 830 - 3% open · ⏱️ 05.05.2024): ``` - git clone https://github.com/shazow/urllib3 + git clone https://github.com/encode/httpx ``` -- [PyPi](https://pypi.org/project/urllib3) (📥 260M / month): +- [PyPi](https://pypi.org/project/httpx) (📥 60M / month): ``` - pip install urllib3 + pip install httpx ``` -- [Conda](https://anaconda.org/conda-forge/urllib3) (📥 22M · ⏱️ 25.07.2022): +- [Conda](https://anaconda.org/conda-forge/httpx) (📥 1.7M · ⏱️ 21.02.2024): ``` - conda install -c conda-forge urllib3 + conda install -c conda-forge httpx ```
-
httplib2 (🥈30 · ⭐ 450) - 全面的 HTTP 客户端库。❗Unlicensed +
urllib3 (🥈37 · ⭐ 3.7K) - A HTTP library with thread-safe connection pooling, file post support,.. MIT -- [GitHub](https://github.com/httplib2/httplib2) (👨‍💻 72 · 🔀 170 · 📦 110K · 📋 110 - 39% open · ⏱️ 16.07.2022): +- [GitHub](https://github.com/urllib3/urllib3) (👨‍💻 350 · 🔀 1.1K · 📥 39K · 📦 1.8M · 📋 1.2K - 9% open · ⏱️ 26.04.2024): ``` - git clone https://github.com/httplib2/httplib2 + git clone https://github.com/shazow/urllib3 ``` -- [PyPi](https://pypi.org/project/httplib2) (📥 32M / month): +- [PyPi](https://pypi.org/project/urllib3) (📥 530M / month): ``` - pip install httplib2 + pip install urllib3 ``` -- [Conda](https://anaconda.org/conda-forge/httplib2) (📥 1.7M · ⏱️ 11.02.2022): +- [Conda](https://anaconda.org/conda-forge/urllib3) (📥 45M · ⏱️ 18.02.2024): ``` - conda install -c conda-forge httplib2 + conda install -c conda-forge urllib3 ```
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httpx (🥉29 · ⭐ 9.3K) - 下一代 Python HTTP 客户端。BSD-3 +
httplib2 (🥉29 · ⭐ 490 · 💀) - Comprehensive HTTP client library. ❗Unlicensed -- [GitHub](https://github.com/encode/httpx) (👨‍💻 170 · 🔀 600 · 📋 710 - 6% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/httplib2/httplib2) (👨‍💻 77 · 🔀 180 · 📦 190K · 📋 120 - 41% open · ⏱️ 21.03.2023): ``` - git clone https://github.com/encode/httpx + git clone https://github.com/httplib2/httplib2 ``` -- [PyPi](https://pypi.org/project/httpx) (📥 10M / month): +- [PyPi](https://pypi.org/project/httplib2) (📥 42M / month): ``` - pip install httpx + pip install httplib2 ``` -- [Conda](https://anaconda.org/conda-forge/httpx) (📥 280K · ⏱️ 09.08.2022): +- [Conda](https://anaconda.org/conda-forge/httplib2) (📥 3M · ⏱️ 16.06.2023): ``` - conda install -c conda-forge httpx + conda install -c conda-forge httplib2 ```
-
grequests (🥉27 · ⭐ 4.1K · 💤) - requests + gevent for asynchronous HTTP requests. BSD-2 +
grequests (🥉27 · ⭐ 4.4K · 💤) - requests + gevent for asynchronous HTTP requests. BSD-2 -- [GitHub](https://github.com/spyoungtech/grequests) (👨‍💻 28 · 🔀 300 · 📦 3.2K · 📋 110 - 6% open · ⏱️ 26.01.2022): +- [GitHub](https://github.com/spyoungtech/grequests) (👨‍💻 28 · 🔀 300 · 📥 14 · 📦 4.4K · 📋 120 - 5% open · ⏱️ 08.06.2023): ``` git clone https://github.com/spyoungtech/grequests ``` -- [PyPi](https://pypi.org/project/grequests) (📥 350K / month): +- [PyPi](https://pypi.org/project/grequests) (📥 370K / month): ``` pip install grequests ``` -- [Conda](https://anaconda.org/conda-forge/grequests) (📥 58K · ⏱️ 22.04.2020): +- [Conda](https://anaconda.org/conda-forge/grequests) (📥 94K · ⏱️ 16.06.2023): ``` conda install -c conda-forge grequests ```
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treq (🥉21 · ⭐ 550) - 类似 requests 的 Python API 构建于 Twisted HTTP 客户端之上。❗Unlicensed +
treq (🥉21 · ⭐ 580) - Python requests like API built on top of Twisted's HTTP client. ❗Unlicensed -- [GitHub](https://github.com/twisted/treq) (👨‍💻 48 · 🔀 130 · 📥 120 · 📦 1K · 📋 150 - 37% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/twisted/treq) (👨‍💻 51 · 🔀 130 · 📥 270 · 📦 1.6K · 📋 160 - 33% open · ⏱️ 01.05.2024): ``` git clone https://github.com/twisted/treq ``` -- [PyPi](https://pypi.org/project/treq) (📥 64K / month): +- [PyPi](https://pypi.org/project/treq) (📥 100K / month): ``` pip install treq ``` -- [Conda](https://anaconda.org/conda-forge/treq) (📥 63K · ⏱️ 30.01.2022): +- [Conda](https://anaconda.org/conda-forge/treq) (📥 76K · ⏱️ 04.11.2023): ``` conda install -c conda-forge treq ```

-## 硬件 +## Hardware -Back to top +Back to top -_用来对硬件进行编程的库。_ +_Libraries for programming with hardware._ -🔗 ino - 操作 Arduino 的命令行工具。 +🔗 ino - Command line toolkit for working with Arduino. -🔗 Pingo - Pingo 为类似 Raspberry Pi，pcDuino， Intel Galileo 等设备提供统一的 API 用以编程。 +🔗 Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo,.. -
scapy (🥇32 · ⭐ 7.9K) - 一个非常棒的操作数据包的库。❗️GPL-2.0 +
scapy (🥇33 · ⭐ 10K) - A brilliant packet manipulation library. ❗️GPL-2.0 -- [GitHub](https://github.com/secdev/scapy) (👨‍💻 400 · 🔀 1.6K · 📦 8.5K · 📋 1.4K - 2% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/secdev/scapy) (👨‍💻 470 · 🔀 1.9K · 📦 14K · 📋 1.6K - 3% open · ⏱️ 09.05.2024): ``` git clone https://github.com/secdev/scapy ``` -- [PyPi](https://pypi.org/project/scapy) (📥 1.7M / month): +- [PyPi](https://pypi.org/project/scapy) (📥 2.5M / month): ``` pip install scapy ``` -- [Conda](https://anaconda.org/conda-forge/scapy) (📥 46K · ⏱️ 19.04.2021): +- [Conda](https://anaconda.org/conda-forge/scapy) (📥 110K · ⏱️ 16.06.2023): ``` conda install -c conda-forge scapy ```
-
keyboard (🥈29 · ⭐ 3.1K) - 在 Windows 和 Linux 上挂钩并模拟全局键盘事件。MIT +
keyboard (🥈30 · ⭐ 3.7K · 💀) - Hook and simulate global keyboard events on Windows and Linux. MIT -- [GitHub](https://github.com/boppreh/keyboard) (👨‍💻 40 · 🔀 360 · 📦 7.4K · 📋 500 - 63% open · ⏱️ 20.07.2022): +- [GitHub](https://github.com/boppreh/keyboard) (👨‍💻 41 · 🔀 420 · 📦 17K · 📋 570 - 65% open · ⏱️ 31.01.2023): ``` git clone https://github.com/boppreh/keyboard ``` -- [PyPi](https://pypi.org/project/keyboard) (📥 310K / month): +- [PyPi](https://pypi.org/project/keyboard) (📥 520K / month): ``` pip install keyboard ``` -- [Conda](https://anaconda.org/conda-forge/keyboard) (📥 7.3K · ⏱️ 08.11.2021): +- [Conda](https://anaconda.org/conda-forge/keyboard) (📥 27K · ⏱️ 16.06.2023): ``` conda install -c conda-forge keyboard ```
-
mouse (🥉22 · ⭐ 660) - 在 Windows 和 Linux 上挂钩并模拟全局键盘事件。MIT +
mouse (🥉23 · ⭐ 870 · 💤) - Hook and simulate global mouse events on Windows and Linux. MIT -- [GitHub](https://github.com/boppreh/mouse) (👨‍💻 8 · 🔀 97 · 📦 710 · 📋 110 - 73% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/boppreh/mouse) (👨‍💻 9 · 🔀 130 · 📦 1.5K · 📋 120 - 74% open · ⏱️ 26.06.2023): ``` git clone https://github.com/boppreh/mouse ``` -- [PyPi](https://pypi.org/project/mouse) (📥 17K / month): +- [PyPi](https://pypi.org/project/mouse) (📥 51K / month): ``` pip install mouse ``` @@ -4950,14 +4950,14 @@ _用来对硬件进行编程的库。_ conda install -c conda-forge mouse ```
-
PyUserInput (🥉20 · ⭐ 1K · 💀) - 跨平台的，控制鼠标和键盘的模块。❗️GPL-3.0 +
PyUserInput (🥉20 · ⭐ 1.1K · 💀) - A module for cross-platform control of the mouse and.. ❗️GPL-3.0 -- [GitHub](https://github.com/SavinaRoja/PyUserInput) (👨‍💻 21 · 🔀 170 · 📦 440 · 📋 100 - 70% open · ⏱️ 19.04.2021): +- [GitHub](https://github.com/SavinaRoja/PyUserInput) (👨‍💻 21 · 🔀 170 · 📦 570 · 📋 100 - 70% open · ⏱️ 19.04.2021): ``` git clone https://github.com/SavinaRoja/PyUserInput ``` -- [PyPi](https://pypi.org/project/PyUserInput) (📥 6K / month): +- [PyPi](https://pypi.org/project/PyUserInput) (📥 6.6K / month): ``` pip install PyUserInput ``` @@ -4966,14 +4966,14 @@ _用来对硬件进行编程的库。_ conda install -c conda-forge PyUserInput ```
-
wifi (🥉19 · ⭐ 290 · 💀) - 一个 Python 库和命令行工具用来在 Linux 平台上操作 WiFi。BSD-2 +
wifi (🥉19 · ⭐ 300 · 💀) - A Python library and command line tool for working with WiFi on Linux. BSD-2 -- [GitHub](https://github.com/rockymeza/wifi) (👨‍💻 13 · 🔀 140 · 📦 410 · 📋 64 - 51% open · ⏱️ 20.03.2017): +- [GitHub](https://github.com/rockymeza/wifi) (👨‍💻 13 · 🔀 140 · 📦 620 · 📋 64 - 51% open · ⏱️ 20.03.2017): ``` git clone https://github.com/rockymeza/wifi ``` -- [PyPi](https://pypi.org/project/wifi) (📥 8.3K / month): +- [PyPi](https://pypi.org/project/wifi) (📥 8.6K / month): ``` pip install wifi ``` @@ -4984,58 +4984,58 @@ _用来对硬件进行编程的库。_

-## 图像处理 +## Image Processing -Back to top +Back to top -_用来操作图像的库._ +_Libraries for manipulating images._ -🔗 imgSeek - 一个使用视觉相似性搜索一组图片集合的项目。 +🔗 imgSeek - A project for searching a collection of images using visual similarity. -🔗 PyMatting - 支持 alpha matting 的库。 +🔗 PyMatting - A library for alpha matting. -🔗 scikit-image - 一个用于（科学）图像处理的 Python 库。 +🔗 scikit-image - A Python library for (scientific) image processing. -
pillow (🥇35 · ⭐ 10K · 📈) - Pillow is the friendly.. ❗Unlicensed +
pillow (🥇36 · ⭐ 12K) - Pillow is the friendly.. ❗Unlicensed -- [GitHub](https://github.com/python-pillow/Pillow) (👨‍💻 410 · 🔀 1.7K · 📦 820K · 📋 2.6K - 3% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/python-pillow/Pillow) (👨‍💻 470 · 🔀 2K · 📦 1.6M · 📋 3.1K - 2% open · ⏱️ 08.05.2024): ``` git clone https://github.com/python-pillow/Pillow ``` -- [PyPi](https://pypi.org/project/Pillow) (📥 45M / month): +- [PyPi](https://pypi.org/project/Pillow) (📥 97M / month): ``` pip install Pillow ``` -- [Conda](https://anaconda.org/conda-forge/Pillow) (📥 18M · ⏱️ 13.08.2022): +- [Conda](https://anaconda.org/conda-forge/Pillow) (📥 39M · ⏱️ 03.04.2024): ``` conda install -c conda-forge Pillow ```
-
wand (🥇30 · ⭐ 1.2K) - Python bindings for.. ❗Unlicensed +
wand (🥇30 · ⭐ 1.4K) - Python bindings for.. ❗Unlicensed -- [GitHub](https://github.com/emcconville/wand) (👨‍💻 100 · 🔀 190 · 📥 8.5K · 📦 12K · 📋 380 - 4% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/emcconville/wand) (👨‍💻 100 · 🔀 200 · 📥 46K · 📦 19K · 📋 420 - 4% open · ⏱️ 11.02.2024): ``` git clone https://github.com/dahlia/wand ``` -- [PyPi](https://pypi.org/project/wand) (📥 450K / month): +- [PyPi](https://pypi.org/project/wand) (📥 790K / month): ``` pip install wand ``` -- [Conda](https://anaconda.org/conda-forge/wand) (📥 15K · ⏱️ 22.08.2022): +- [Conda](https://anaconda.org/conda-forge/wand) (📥 44K · ⏱️ 16.06.2023): ``` conda install -c conda-forge wand ```
-
thumbor (🥈29 · ⭐ 9.1K) - 一个小型图像服务，具有剪裁，尺寸重设和翻转功能。MIT +
thumbor (🥈29 · ⭐ 9.9K) - A smart imaging service. It enables on-demand crop, re-sizing and.. MIT -- [GitHub](https://github.com/thumbor/thumbor) (👨‍💻 180 · 🔀 740 · 📦 320 · 📋 900 - 1% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/thumbor/thumbor) (👨‍💻 200 · 🔀 810 · 📦 350 · 📋 990 - 1% open · ⏱️ 18.04.2024): ``` git clone https://github.com/thumbor/thumbor ``` -- [PyPi](https://pypi.org/project/thumbor) (📥 3.2K / month): +- [PyPi](https://pypi.org/project/thumbor) (📥 6.8K / month): ``` pip install thumbor ``` @@ -5044,30 +5044,30 @@ _用来操作图像的库._ conda install -c conda-forge thumbor ```
-
python-barcode (🥈26 · ⭐ 380) - 不借助其他库在 Python 程序中生成条形码。MIT +
python-barcode (🥈26 · ⭐ 530) - Create barcodes in Python with no extra dependencies. MIT -- [GitHub](https://github.com/WhyNotHugo/python-barcode) (👨‍💻 41 · 🔀 95 · 📥 240 · 📦 14K · 📋 92 - 39% open · ⏱️ 09.08.2022): +- [GitHub](https://github.com/WhyNotHugo/python-barcode) (👨‍💻 52 · 🔀 120 · 📥 360 · 📦 19K · 📋 110 - 35% open · ⏱️ 08.04.2024): ``` git clone https://github.com/WhyNotHugo/python-barcode ``` -- [PyPi](https://pypi.org/project/python-barcode) (📥 160K / month): +- [PyPi](https://pypi.org/project/python-barcode) (📥 430K / month): ``` pip install python-barcode ``` -- [Conda](https://anaconda.org/conda-forge/python-barcode) (📥 7K · ⏱️ 22.08.2020): +- [Conda](https://anaconda.org/conda-forge/python-barcode) (📥 13K · ⏱️ 16.06.2023): ``` conda install -c conda-forge python-barcode ```
-
pywal (🥈25 · ⭐ 6.6K · 💤) - 由图像生成配色方案的工具。MIT +
pywal (🥈25 · ⭐ 8.1K · 💀) - A tool that generates color schemes from images. MIT -- [GitHub](https://github.com/dylanaraps/pywal) (👨‍💻 60 · 🔀 260 · 📥 820 · 📦 190 · 📋 510 - 23% open · ⏱️ 09.09.2021): +- [GitHub](https://github.com/dylanaraps/pywal) (👨‍💻 60 · 🔀 300 · 📥 1.2K · 📦 310 · 📋 550 - 26% open · ⏱️ 09.09.2021): ``` git clone https://github.com/dylanaraps/pywal ``` -- [PyPi](https://pypi.org/project/pywal) (📥 2.6K / month): +- [PyPi](https://pypi.org/project/pywal) (📥 6.6K / month): ``` pip install pywal ``` @@ -5076,30 +5076,30 @@ _用来操作图像的库._ conda install -c conda-forge pywal ```
-
pyvips (🥉22 · ⭐ 440) - 低内存消耗且快速的图像处理库。MIT +
pyvips (🥉22 · ⭐ 590) - A fast image processing library with low memory needs. MIT -- [GitHub](https://github.com/libvips/pyvips) (👨‍💻 14 · 🔀 40 · 📦 350 · 📋 300 - 36% open · ⏱️ 13.08.2022): +- [GitHub](https://github.com/libvips/pyvips) (👨‍💻 16 · 🔀 50 · 📦 710 · 📋 410 - 42% open · ⏱️ 28.04.2024): ``` git clone https://github.com/libvips/pyvips ``` -- [PyPi](https://pypi.org/project/pyvips) (📥 19K / month): +- [PyPi](https://pypi.org/project/pyvips) (📥 42K / month): ``` pip install pyvips ``` -- [Conda](https://anaconda.org/conda-forge/pyvips) (📥 29K · ⏱️ 24.07.2022): +- [Conda](https://anaconda.org/conda-forge/pyvips) (📥 81K · ⏱️ 28.04.2024): ``` conda install -c conda-forge pyvips ```
-
pagan (🥉18 · ⭐ 270 · 💤) - 基于输入和哈希的复古风图标（头像）生成工具。❗️GPL-2.0 +
pagan (🥉17 · ⭐ 300 · 💀) - Retro identicon (Avatar) generation based on input string and hash. ❗️GPL-2.0 -- [GitHub](https://github.com/daboth/pagan) (👨‍💻 9 · 🔀 42 · 📦 53 · 📋 8 - 62% open · ⏱️ 02.12.2021): +- [GitHub](https://github.com/daboth/pagan) (👨‍💻 11 · 🔀 43 · 📦 90 · 📋 8 - 50% open · ⏱️ 30.11.2022): ``` git clone https://github.com/daboth/pagan ``` -- [PyPi](https://pypi.org/project/pagan) (📥 300 / month): +- [PyPi](https://pypi.org/project/pagan) (📥 230 / month): ``` pip install pagan ``` @@ -5108,9 +5108,9 @@ _用来操作图像的库._ conda install -c conda-forge pagan ```
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nude.py (🥉16 · ⭐ 860 · 💀) - 裸体检测。MIT +
nude.py (🥉16 · ⭐ 920 · 💀) - Nudity detection. MIT -- [GitHub](https://github.com/hhatto/nude.py) (👨‍💻 12 · 🔀 130 · 📦 2.6K · 📋 10 - 70% open · ⏱️ 23.11.2020): +- [GitHub](https://github.com/hhatto/nude.py) (👨‍💻 12 · 🔀 130 · 📦 3.6K · 📋 12 - 66% open · ⏱️ 23.11.2020): ``` git clone https://github.com/hhatto/nude.py @@ -5124,9 +5124,9 @@ _用来操作图像的库._ conda install -c conda-forge nude.py ```
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python-qrcode (🥉14 · ⭐ 3.3K) - 一个纯 Python 实现的二维码生成器。❗Unlicensed +
python-qrcode (🥉12 · ⭐ 4.2K · 💀) - A pure Python QR Code generator. ❗Unlicensed -- [GitHub](https://github.com/lincolnloop/python-qrcode) (👨‍💻 50 · 🔀 510 · 📋 180 - 19% open · ⏱️ 14.03.2022): +- [GitHub](https://github.com/lincolnloop/python-qrcode) (👨‍💻 56 · 🔀 620 · 📋 240 - 31% open · ⏱️ 05.02.2023): ``` git clone https://github.com/lincolnloop/python-qrcode @@ -5140,14 +5140,14 @@ _用来操作图像的库._ conda install -c conda-forge python-qrcode ```
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Quads (🥉11 · ⭐ 1.1K · 💀) - 基于四叉树的计算机艺术。❗Unlicensed +
Quads (🥉12 · ⭐ 1.2K · 💀) - Computer art based on quadtrees. ❗Unlicensed - [GitHub](https://github.com/fogleman/Quads) (🔀 140 · ⏱️ 20.05.2014): ``` git clone https://github.com/fogleman/Quads ``` -- [PyPi](https://pypi.org/project/Quads) (📥 210 / month): +- [PyPi](https://pypi.org/project/Quads) (📥 360 / month): ``` pip install Quads ``` @@ -5156,14 +5156,14 @@ _用来操作图像的库._ conda install -c conda-forge Quads ```
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hmap (🥉11 · ⭐ 200 · 💀) - 图像直方图映射。❗Unlicensed +
hmap (🥉10 · ⭐ 210 · 💀) - Image histogram remapping. ❗Unlicensed -- [GitHub](https://github.com/rossgoodwin/hmap) (👨‍💻 3 · 🔀 21 · ⏱️ 04.11.2019): +- [GitHub](https://github.com/rossgoodwin/hmap) (👨‍💻 2 · 🔀 23 · ⏱️ 04.11.2019): ``` git clone https://github.com/rossgoodwin/hmap ``` -- [PyPi](https://pypi.org/project/hmap) (📥 650 / month): +- [PyPi](https://pypi.org/project/hmap) (📥 910 / month): ``` pip install hmap ``` @@ -5174,55 +5174,55 @@ _用来操作图像的库._

-## 高性能 +## Implementations -Back to top +Back to top -_让 Python 更快的库。_ +_Implementations of Python._ -🔗 Cython - 优化的 Python 静态编译器。使用类型混合使 Python 编译成 C 或 C++ 模块来获得性能的极大提升。 +🔗 Cython - Optimizing Static Compiler for Python. -🔗 Jython - 为 JVM 用 Java 编写的 Python 编程语言的实现。 +🔗 Jython - Implementation of Python programming language written in Java for the JVM. -🔗 Numba - Python JIT (just in time) 编译器，针对科学用的 Python ，由 Cython 和 NumPy 的开发者开发。 +🔗 Numba - Python JIT compiler to LLVM aimed at scientific Python. -🔗 PyPy - 使用 Python 实现的 Python。解释器使用黑魔法加快 Python 运行速度且不需要加入额外的类型信息。 +🔗 PyPy - A very fast and compliant implementation of the Python language. -
MicroPython (🥇23 · ⭐ 15K) - 精简高效的 Python 编程语言实现。❗Unlicensed +
CPython (🥇28 · ⭐ 60K) - **Default, most widely used implementation of the Python.. ❗Unlicensed -- [GitHub](https://github.com/micropython/micropython) (👨‍💻 520 · 🔀 4.2K · 📥 46K · 📋 4.4K - 25% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/python/cpython) (👨‍💻 2.9K · 🔀 28K · 📦 610K · 📋 67K - 10% open · ⏱️ 09.05.2024): ``` - git clone https://github.com/micropython/micropython + git clone https://github.com/python/cpython ``` -- [PyPi](https://pypi.org/project/micropython): +- [PyPi](https://pypi.org/project/cpython) (📥 31 / month): ``` - pip install micropython + pip install cpython ``` -- [Conda](https://anaconda.org/conda-forge/micropython) (📥 8.1K · ⏱️ 17.06.2022): +- [Conda](https://anaconda.org/conda-forge/cpython): ``` - conda install -c conda-forge micropython + conda install -c conda-forge cpython ```
-
CPython (🥈21 · ⭐ 47K) - **Default, most widely used implementation of the Python.. ❗Unlicensed +
MicroPython (🥈25 · ⭐ 18K) - A lean and efficient Python programming language.. ❗Unlicensed -- [GitHub](https://github.com/python/cpython) (👨‍💻 2.2K · 🔀 23K · 📋 61K - 11% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/micropython/micropython) (👨‍💻 630 · 🔀 5.4K · 📥 78K · 📋 5.2K - 27% open · ⏱️ 09.05.2024): ``` - git clone https://github.com/python/cpython + git clone https://github.com/micropython/micropython ``` -- [PyPi](https://pypi.org/project/cpython) (📥 33K / month): +- [PyPi](https://pypi.org/project/micropython): ``` - pip install cpython + pip install micropython ``` -- [Conda](https://anaconda.org/conda-forge/cpython): +- [Conda](https://anaconda.org/conda-forge/micropython) (📥 18K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge cpython + conda install -c conda-forge micropython ```
-
IronPython (🥈21 · ⭐ 1.9K) - 用 Common Lisp 编写的 Python 编程语言的实现。Apache-2 +
IronPython (🥈22 · ⭐ 2.4K) - Implementation of the Python programming language written in C#. Apache-2 -- [GitHub](https://github.com/IronLanguages/ironpython3) (👨‍💻 31 · 🔀 220 · 📥 32K · 📋 510 - 46% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/IronLanguages/ironpython3) (👨‍💻 35 · 🔀 280 · 📥 100K · 📋 620 - 44% open · ⏱️ 24.04.2024): ``` git clone https://github.com/IronLanguages/ironpython3 @@ -5236,9 +5236,25 @@ _让 Python 更快的库。_ conda install -c conda-forge ironpython3 ```
-
Grumpy (🥈16 · ⭐ 10K · 💀) - 编译器比解释器更强大的 cpython2.7 替代品（alpha）。Apache-2 +
Pyston (🥈19 · ⭐ 4.9K · 💀) - A Python implementation using JIT techniques. ❗Unlicensed + +- [GitHub](https://github.com/pyston/pyston_v1) (🔀 290 · 📥 5.2K · 📦 20 · 📋 280 - 3% open · ⏱️ 06.05.2021): + + ``` + git clone https://github.com/dropbox/pyston + ``` +- [PyPi](https://pypi.org/project/pyston) (📥 650K / month): + ``` + pip install pyston + ``` +- [Conda](https://anaconda.org/conda-forge/pyston): + ``` + conda install -c conda-forge pyston + ``` +
+
Grumpy (🥉18 · ⭐ 11K · 💀) - More compiler than interpreter as more powerful CPython2.7.. Apache-2 -- [GitHub](https://github.com/google/grumpy) (👨‍💻 30 · 🔀 630 · 📋 140 - 44% open · ⏱️ 22.11.2017): +- [GitHub](https://github.com/google/grumpy) (👨‍💻 30 · 🔀 630 · 📦 21 · 📋 140 - 42% open · ⏱️ 22.11.2017): ``` git clone https://github.com/google/grumpy @@ -5252,14 +5268,14 @@ _让 Python 更快的库。_ conda install -c conda-forge grumpy ```
-
PeachPy (🥈16 · ⭐ 1.7K) - 嵌入 Python 的 x86-64 汇编器。可以被用作 Python 内联的汇编器或者是独立的汇编器，用于 Windows, Linux, OS X, Native Client 或者 Go 。❗Unlicensed +
PeachPy (🥉16 · ⭐ 2K · 💀) - x86-64 assembler embedded in Python. ❗Unlicensed -- [GitHub](https://github.com/Maratyszcza/PeachPy) (👨‍💻 23 · 🔀 140 · 📦 11 · 📋 86 - 25% open · ⏱️ 23.05.2022): +- [GitHub](https://github.com/Maratyszcza/PeachPy) (👨‍💻 25 · 🔀 160 · 📦 17 · 📋 89 - 26% open · ⏱️ 13.11.2022): ``` git clone https://github.com/Maratyszcza/PeachPy ``` -- [PyPi](https://pypi.org/project/PeachPy) (📥 36 / month): +- [PyPi](https://pypi.org/project/PeachPy) (📥 50 / month): ``` pip install PeachPy ``` @@ -5268,46 +5284,30 @@ _让 Python 更快的库。_ conda install -c conda-forge PeachPy ```
-
Pyjion (🥉15 · ⭐ 1.6K · 💀) - 基于 CoreCLR 的 Python JIT。MIT +
Pyjion (🥉16 · ⭐ 1.6K · 💀) - A JIT for Python based upon CoreCLR. MIT -- [GitHub](https://github.com/microsoft/Pyjion) (👨‍💻 17 · 🔀 70 · 📋 110 - 33% open · ⏱️ 16.11.2020): +- [GitHub](https://github.com/microsoft/Pyjion) (👨‍💻 19 · 🔀 67 · 📋 110 - 33% open · ⏱️ 16.11.2020): ``` git clone https://github.com/Microsoft/Pyjion ``` -- [PyPi](https://pypi.org/project/Pyjion) (📥 860 / month): +- [PyPi](https://pypi.org/project/Pyjion) (📥 1.3K / month): ``` pip install Pyjion ``` -- [Conda](https://anaconda.org/conda-forge/Pyjion) (📥 270 · ⏱️ 13.02.2022): +- [Conda](https://anaconda.org/conda-forge/Pyjion) (📥 720 · ⏱️ 18.06.2023): ``` conda install -c conda-forge Pyjion ```
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Pyston (🥉12 · ⭐ 4.9K · 💀) - 使用 LLVM 和现代 JIT 技术构建的 Python 实现，目标是为了获得很好的性能。❗Unlicensed - -- [GitHub](https://github.com/pyston/pyston_v1) (🔀 300 · 📥 5.1K · 📋 280 - 3% open · ⏱️ 06.05.2021): - - ``` - git clone https://github.com/dropbox/pyston - ``` -- [PyPi](https://pypi.org/project/pyston): - ``` - pip install pyston - ``` -- [Conda](https://anaconda.org/conda-forge/pyston): - ``` - conda install -c conda-forge pyston - ``` -
-
Stackless Python (🥉12 · ⭐ 840 · 💤) - 一个强化版的 Python。❗Unlicensed +
Stackless Python (🥉11 · ⭐ 1K · 💀) - An enhanced version of the Python programming language. ❗Unlicensed -- [GitHub](https://github.com/stackless-dev/stackless) (👨‍💻 1K · 🔀 57 · 📋 270 - 4% open · ⏱️ 11.08.2021): +- [GitHub](https://github.com/stackless-dev/stackless) (👨‍💻 1K · 🔀 59 · 📋 270 - 4% open · ⏱️ 11.08.2021): ``` git clone https://github.com/stackless-dev/stackless ``` -- [PyPi](https://pypi.org/project/stackless) (📥 45 / month): +- [PyPi](https://pypi.org/project/stackless) (📥 42 / month): ``` pip install stackless ``` @@ -5316,9 +5316,9 @@ _让 Python 更快的库。_ conda install -c conda-forge stackless ```
-
CLPython (🥉11 · ⭐ 330) - 用 Common Lisp 编写的 Python 编程语言的实现。❗Unlicensed +
CLPython (🥉11 · ⭐ 370 · 💤) - Implementation of the Python programming language written in.. ❗Unlicensed -- [GitHub](https://github.com/metawilm/cl-python) (👨‍💻 12 · 🔀 32 · 📋 17 - 11% open · ⏱️ 10.03.2022): +- [GitHub](https://github.com/metawilm/cl-python) (👨‍💻 12 · 🔀 34 · 📋 18 - 11% open · ⏱️ 26.10.2023): ``` git clone https://github.com/metawilm/cl-python @@ -5334,132 +5334,132 @@ _让 Python 更快的库。_

-## 交互式解析器 +## Interactive Interpreter -Back to top +Back to top -_交互式 Python 解析器。_ +_Interactive Python interpreters (REPL)._ -🔗 Jupyter Notebook (IPython) - 一个能够让你最大限度地以交互式方式使用 Python 的丰富工具包。 +🔗 Jupyter Notebook (IPython) - A rich toolkit to help you make the most out of using Python.. -🔗 awesome-jupyter ( ⭐ 2.9K) - A curated list of awesome Jupyter projects, libraries and resources. +🔗 awesome-jupyter ( ⭐ 3.8K) - A curated list of awesome Jupyter projects, libraries and resources. -
ptpython (🥇28 · ⭐ 4.6K) - 高级交互式 Python 解析器， 构建于 python-prompt-toolkit 之上。BSD-3 +
ptpython (🥇30 · ⭐ 5.1K) - Advanced Python REPL built on top of the [python-prompt-.. BSD-3 -- [GitHub](https://github.com/prompt-toolkit/ptpython) (👨‍💻 52 · 🔀 260 · 📦 1.9K · 📋 340 - 56% open · ⏱️ 20.06.2022): +- [GitHub](https://github.com/prompt-toolkit/ptpython) (👨‍💻 61 · 🔀 270 · 📦 2.9K · 📋 390 - 57% open · ⏱️ 15.04.2024): ``` git clone https://github.com/jonathanslenders/ptpython ``` -- [PyPi](https://pypi.org/project/ptpython) (📥 480K / month): +- [PyPi](https://pypi.org/project/ptpython) (📥 800K / month): ``` pip install ptpython ``` -- [Conda](https://anaconda.org/conda-forge/ptpython) (📥 18K · ⏱️ 14.11.2021): +- [Conda](https://anaconda.org/conda-forge/ptpython) (📥 49K · ⏱️ 08.01.2024): ``` conda install -c conda-forge ptpython ```
-
bpython (🥉19 · ⭐ 2.2K) - 界面丰富的 Python 解析器。❗Unlicensed +
bpython (🥉18 · ⭐ 2.6K) - A fancy interface to the Python interpreter. ❗Unlicensed -- [GitHub](https://github.com/bpython/bpython) (👨‍💻 130 · 🔀 210 · 📋 760 - 16% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/bpython/bpython) (👨‍💻 140 · 🔀 230 · 📋 790 - 17% open · ⏱️ 29.04.2024): ``` git clone https://github.com/bpython/bpython ``` -- [PyPi](https://pypi.org/project/bpython) (📥 71K / month): +- [PyPi](https://pypi.org/project/bpython) (📥 160K / month): ``` pip install bpython ``` -- [Conda](https://anaconda.org/conda-forge/bpython) (📥 44K · ⏱️ 22.04.2022): +- [Conda](https://anaconda.org/conda-forge/bpython) (📥 89K · ⏱️ 07.10.2023): ``` conda install -c conda-forge bpython ```

-## 国际化 +## Internationalization -Back to top +Back to top -_用来进行国际化的库。_ +_Libraries for working with i18n._ -🔗 Babel - 一个 Python 的国际化库。 +🔗 Babel - An internationalization library for Python. -
PyICU (🥇20 · ⭐ 130 · 💀) - 一个封装了 ICU C++ 库的 Python 扩展。❗Unlicensed +
PyICU (🥇22 · ⭐ 130 · 💀) - A wrapper of International Components for Unicode C++ library.. ❗Unlicensed -- [GitHub](https://github.com/ovalhub/pyicu) (👨‍💻 18 · 🔀 53 · 📦 2.6K · ⏱️ 08.04.2021): +- [GitHub](https://github.com/ovalhub/pyicu) (👨‍💻 18 · 🔀 50 · 📦 4.6K · ⏱️ 08.04.2021): ``` git clone https://github.com/ovalhub/pyicu ``` -- [PyPi](https://pypi.org/project/pyicu) (📥 160K / month): +- [PyPi](https://pypi.org/project/pyicu) (📥 370K / month): ``` pip install pyicu ``` -- [Conda](https://anaconda.org/conda-forge/pyicu) (📥 100K · ⏱️ 26.04.2022): +- [Conda](https://anaconda.org/conda-forge/pyicu) (📥 200K · ⏱️ 30.04.2024): ``` conda install -c conda-forge pyicu ```

-## 任务调度 +## Job Scheduler -Back to top +Back to top -_任务调度库。_ +_Libraries for scheduling jobs._ -🔗 Airflow - 是一个工作流分配管理系统，通过有向非循环图的方式管理任务流程，设置任务依赖关系和时间调度。 +🔗 Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows. -🔗 APScheduler - 轻巧但强大的进程内任务调度，使你可以调度函数。 +🔗 APScheduler - A light but powerful in-process task scheduler that lets you schedule functions. -🔗 doit - 一个任务执行和构建工具。 +🔗 doit - A task runner and build tool. -🔗 Joblib - 一组为 Python 提供轻量级作业流水线的工具。 +🔗 Joblib - A set of tools to provide lightweight pipelining in Python. -🔗 TaskFlow - 一个可以让你方便执行任务的 Python 库，一致并且可靠。 +🔗 TaskFlow - A Python library that helps to make task execution easy, consistent and reliable. -
schedule (🥇31 · ⭐ 9.8K) - 人性化的 Python 任务调度库。MIT +
Prefect (🥇32 · ⭐ 15K) - A modern workflow orchestration framework that makes it easy to.. Apache-2 -- [GitHub](https://github.com/dbader/schedule) (👨‍💻 51 · 🔀 780 · 📦 19K · 📋 380 - 31% open · ⏱️ 23.04.2022): +- [GitHub](https://github.com/PrefectHQ/prefect) (👨‍💻 240 · 🔀 1.5K · 📦 4.8K · 📋 4.9K - 16% open · ⏱️ 08.05.2024): ``` - git clone https://github.com/dbader/schedule + git clone https://github.com/PrefectHQ/prefect ``` -- [PyPi](https://pypi.org/project/schedule) (📥 1.9M / month): +- [PyPi](https://pypi.org/project/prefect) (📥 1.2M / month): ``` - pip install schedule + pip install prefect ``` -- [Conda](https://anaconda.org/conda-forge/schedule) (📥 19K · ⏱️ 10.04.2021): +- [Conda](https://anaconda.org/conda-forge/prefect) (📥 640K · ⏱️ 03.05.2024): ``` - conda install -c conda-forge schedule + conda install -c conda-forge prefect ```
-
Prefect (🥈28 · ⭐ 9.9K) - 一个现代的工作流程编排框架，使构建、计划和监视健壮的数据管道变得容易。Apache-2 +
schedule (🥈31 · ⭐ 12K) - Python job scheduling for humans. MIT -- [GitHub](https://github.com/PrefectHQ/prefect) (👨‍💻 60 · 🔀 950 · 📦 1.1K · 📋 2.6K - 25% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/dbader/schedule) (👨‍💻 60 · 🔀 870 · 📦 34K · 📋 430 - 31% open · ⏱️ 28.04.2024): ``` - git clone https://github.com/PrefectHQ/prefect + git clone https://github.com/dbader/schedule ``` -- [PyPi](https://pypi.org/project/prefect) (📥 400K / month): +- [PyPi](https://pypi.org/project/schedule) (📥 2.3M / month): ``` - pip install prefect + pip install schedule ``` -- [Conda](https://anaconda.org/conda-forge/prefect) (📥 310K · ⏱️ 23.08.2022): +- [Conda](https://anaconda.org/conda-forge/schedule) (📥 55K · ⏱️ 02.10.2023): ``` - conda install -c conda-forge prefect + conda install -c conda-forge schedule ```
-
Spiff (🥈21 · ⭐ 1.2K) - 使用纯 Python 实现的强大的工作流引擎。❗️LGPL-3.0 +
Spiff (🥈22 · ⭐ 1.6K) - A powerful workflow engine implemented in pure Python. ❗️LGPL-3.0 -- [GitHub](https://github.com/sartography/SpiffWorkflow) (👨‍💻 49 · 🔀 260 · 📦 40 · 📋 94 - 10% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/sartography/SpiffWorkflow) (👨‍💻 53 · 🔀 300 · 📦 70 · 📋 140 - 5% open · ⏱️ 01.05.2024): ``` git clone https://github.com/knipknap/SpiffWorkflow ``` -- [PyPi](https://pypi.org/project/SpiffWorkflow) (📥 3.7K / month): +- [PyPi](https://pypi.org/project/SpiffWorkflow) (📥 5K / month): ``` pip install SpiffWorkflow ``` @@ -5468,14 +5468,14 @@ _任务调度库。_ conda install -c conda-forge SpiffWorkflow ```
-
Plan (🥉16 · ⭐ 1.2K · 💀) - 如有神助地编写 crontab 文件。❗Unlicensed +
Plan (🥉16 · ⭐ 1.2K · 💀) - Writing crontab file in Python like a charm. ❗Unlicensed -- [GitHub](https://github.com/fengsp/plan) (👨‍💻 7 · 🔀 89 · 📦 71 · 📋 9 - 11% open · ⏱️ 14.05.2020): +- [GitHub](https://github.com/fengsp/plan) (👨‍💻 7 · 🔀 91 · 📦 86 · 📋 9 - 11% open · ⏱️ 14.05.2020): ``` git clone https://github.com/fengsp/plan ``` -- [PyPi](https://pypi.org/project/plan) (📥 850 / month): +- [PyPi](https://pypi.org/project/plan) (📥 2.2K / month): ``` pip install plan ``` @@ -5484,9 +5484,9 @@ _任务调度库。_ conda install -c conda-forge plan ```
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gunnery (🥉13 · ⭐ 750 · 💀) - 分布式系统使用的多用途任务执行工具 ，具有 web 交互界面。Apache-2 +
gunnery (🥉13 · ⭐ 760 · 💀) - Multipurpose task execution tool for distributed systems with.. Apache-2 -- [GitHub](https://github.com/gunnery/gunnery) (👨‍💻 7 · 🔀 73 · 📋 37 - 27% open · ⏱️ 29.10.2015): +- [GitHub](https://github.com/gunnery/gunnery) (👨‍💻 8 · 🔀 71 · 📋 37 - 27% open · ⏱️ 29.10.2015): ``` git clone https://github.com/gunnery/gunnery @@ -5500,9 +5500,9 @@ _任务调度库。_ conda install -c conda-forge gunnery ```
-
django-schedule (🥉11 · ⭐ 800 · 💀) - 一个 Django 排程应用。❗Unlicensed +
django-schedule (🥉11 · ⭐ 830 · 💀) - A calendaring app for Django. ❗Unlicensed -- [GitHub](https://github.com/thauber/django-schedule) (👨‍💻 17 · 🔀 190 · 📋 59 - 33% open · ⏱️ 16.04.2016): +- [GitHub](https://github.com/thauber/django-schedule) (👨‍💻 17 · 🔀 190 · 📋 59 - 32% open · ⏱️ 16.04.2016): ``` git clone https://github.com/thauber/django-schedule @@ -5518,37 +5518,37 @@ _任务调度库。_

-## 日志 +## Logging -Back to top +Back to top -_用来生成和操作日志的库。_ +_Libraries for generating and working with logs._ -🔗 logbook - Logging 库的替代品。 +🔗 logbook - Logging replacement for Python. -🔗 logging - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 logging - (Python standard library) Logging facility for Python. -🔗 structlog - 结构化日志，让日志变得简单。 +🔗 structlog - Structured logging made easy. -
loguru (🥇33 · ⭐ 13K) - 旨在带来愉悦体验的 Python 日志库。MIT +
loguru (🥇35 · ⭐ 18K) - Library which aims to bring enjoyable logging in Python. MIT -- [GitHub](https://github.com/Delgan/loguru) (👨‍💻 38 · 🔀 540 · 📦 25K · 📋 620 - 9% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/Delgan/loguru) (👨‍💻 53 · 🔀 660 · 📦 83K · 📋 960 - 17% open · ⏱️ 02.05.2024): ``` git clone https://github.com/Delgan/loguru ``` -- [PyPi](https://pypi.org/project/loguru) (📥 3.5M / month): +- [PyPi](https://pypi.org/project/loguru) (📥 26M / month): ``` pip install loguru ``` -- [Conda](https://anaconda.org/conda-forge/loguru) (📥 620K · ⏱️ 08.04.2022): +- [Conda](https://anaconda.org/conda-forge/loguru) (📥 2.2M · ⏱️ 24.09.2023): ``` conda install -c conda-forge loguru ```
-
sentry-python (🥉28 · ⭐ 1.3K) - Python 版 Sentry SDK。BSD-2 +
sentry-python (🥉22 · ⭐ 1.8K · 📉) - Sentry SDK for Python. MIT -- [GitHub](https://github.com/getsentry/sentry-python) (👨‍💻 140 · 🔀 290 · 📥 4.2K · 📦 23K · 📋 700 - 20% open · ⏱️ 19.08.2022): +- [GitHub](https://github.com/getsentry/sentry-python) (👨‍💻 220 · 🔀 440 · 📥 2.2K · 📋 1.2K - 13% open · ⏱️ 08.05.2024): ``` git clone https://github.com/getsentry/sentry-python @@ -5564,56 +5564,56 @@ _用来生成和操作日志的库。_

-## 机器学习 +## Machine Learning -Back to top +Back to top -_机器学习相关库，也可以参考 [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python)。_ +_Libraries for Machine Learning._ -🔗 scikit-learn - 基于 SciPy 构建的机器学习 Python 模块。 +🔗 scikit-learn - The most popular Python library for Machine Learning. 🔗 Spark ML - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. -
xgboost (🥇37 · ⭐ 23K) - 可扩展，便携式和分布式梯度提升库。Apache-2 +
xgboost (🥇39 · ⭐ 26K) - A scalable, portable, and distributed gradient boosting library. Apache-2 -- [GitHub](https://github.com/dmlc/xgboost) (👨‍💻 570 · 🔀 7.9K · 📥 5K · 📦 35K · 📋 4.5K - 5% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/dmlc/xgboost) (👨‍💻 640 · 🔀 8.2K · 📥 8.5K · 📦 90K · 📋 5.1K - 7% open · ⏱️ 08.05.2024): ``` git clone https://github.com/dmlc/xgboost ``` -- [PyPi](https://pypi.org/project/xgboost) (📥 8.3M / month): +- [PyPi](https://pypi.org/project/xgboost) (📥 19M / month): ``` pip install xgboost ``` -- [Conda](https://anaconda.org/conda-forge/xgboost) (📥 2.9M · ⏱️ 12.08.2022): +- [Conda](https://anaconda.org/conda-forge/xgboost) (📥 4.7M · ⏱️ 18.04.2024): ``` conda install -c conda-forge xgboost ```
-
gym (🥈34 · ⭐ 28K) - 在 AWS Lambda 开发和部署 Python 代码的工具包。❗Unlicensed +
gym (🥈33 · ⭐ 34K · 💀) - A toolkit for developing and comparing reinforcement learning.. ❗Unlicensed -- [GitHub](https://github.com/openai/gym) (👨‍💻 380 · 🔀 7.5K · 📦 32K · 📋 1.6K - 0% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/openai/gym) (👨‍💻 380 · 🔀 8.1K · 📦 53K · 📋 1.8K - 4% open · ⏱️ 30.01.2023): ``` git clone https://github.com/openai/gym ``` -- [PyPi](https://pypi.org/project/gym) (📥 620K / month): +- [PyPi](https://pypi.org/project/gym) (📥 500K / month): ``` pip install gym ``` -- [Conda](https://anaconda.org/conda-forge/gym) (📥 140K · ⏱️ 10.07.2022): +- [Conda](https://anaconda.org/conda-forge/gym) (📥 280K · ⏱️ 16.06.2023): ``` conda install -c conda-forge gym ```
-
NuPIC (🥈24 · ⭐ 6.3K · 💀) - 智能计算 Numenta 平台。❗️AGPL-3.0 +
NuPIC (🥈23 · ⭐ 6.3K · 💤) - Numenta Platform for Intelligent Computing. ❗️AGPL-3.0 -- [GitHub](https://github.com/numenta/nupic) (👨‍💻 120 · 🔀 1.6K · 📦 110 · 📋 1.8K - 25% open · ⏱️ 23.10.2019): +- [GitHub](https://github.com/numenta/nupic-legacy) (👨‍💻 120 · 🔀 1.5K · 📥 8 · 📦 21 · 📋 1.8K - 25% open · ⏱️ 31.08.2023): ``` git clone https://github.com/numenta/nupic ``` -- [PyPi](https://pypi.org/project/nupic) (📥 1.4K / month): +- [PyPi](https://pypi.org/project/nupic) (📥 2.1K / month): ``` pip install nupic ``` @@ -5622,9 +5622,9 @@ _机器学习相关库，也可以参考 [awesome-machine-learning](https://gith conda install -c conda-forge nupic ```
-
H2O (🥉20 · ⭐ 6K) - 开源快速可扩展的机器学习平台。Apache-2 +
H2O (🥉22 · ⭐ 6.7K) - Open Source Fast Scalable Machine Learning Platform. Apache-2 -- [GitHub](https://github.com/h2oai/h2o-3) (👨‍💻 230 · 🔀 1.9K · ⏱️ 25.08.2022): +- [GitHub](https://github.com/h2oai/h2o-3) (👨‍💻 260 · 🔀 2K · 📦 21 · 📋 9.3K - 28% open · ⏱️ 07.05.2024): ``` git clone https://github.com/h2oai/h2o-3 @@ -5638,14 +5638,14 @@ _机器学习相关库，也可以参考 [awesome-machine-learning](https://gith conda install -c conda-forge h2o-3 ```
-
MindsDB (🥉19 · ⭐ 9.7K) - MindsDB是现有数据库的开源AI层，可让使用标准查询轻松地进行开发，训练和部署最新的机器学习模型。❗️GPL-3.0 +
MindsDB (🥉21 · ⭐ 21K) - MindsDB is an open source AI layer for existing databases that.. ❗Unlicensed -- [GitHub](https://github.com/mindsdb/mindsdb) (👨‍💻 130 · 🔀 1K · 📋 1.2K - 11% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/mindsdb/mindsdb) (👨‍💻 830 · 🔀 2.7K · 📋 3.8K - 9% open · ⏱️ 09.05.2024): ``` git clone https://github.com/mindsdb/mindsdb ``` -- [PyPi](https://pypi.org/project/mindsdb) (📥 2.9K / month): +- [PyPi](https://pypi.org/project/mindsdb) (📥 21K / month): ``` pip install mindsdb ``` @@ -5654,14 +5654,14 @@ _机器学习相关库，也可以参考 [awesome-machine-learning](https://gith conda install -c conda-forge mindsdb ```
-
Metrics (🥉16 · ⭐ 1.5K · 💀) - 机器学习的评估指标。❗Unlicensed +
Metrics (🥉15 · ⭐ 1.6K · 💀) - Machine learning evaluation metrics. ❗Unlicensed -- [GitHub](https://github.com/benhamner/Metrics) (👨‍💻 7 · 🔀 410 · 📋 17 - 58% open · ⏱️ 09.09.2015): +- [GitHub](https://github.com/benhamner/Metrics) (👨‍💻 7 · 🔀 420 · 📋 19 - 63% open · ⏱️ 09.09.2015): ``` git clone https://github.com/benhamner/Metrics ``` -- [PyPi](https://pypi.org/project/Metrics) (📥 2.2K / month): +- [PyPi](https://pypi.org/project/Metrics) (📥 4.4K / month): ``` pip install Metrics ``` @@ -5670,14 +5670,14 @@ _机器学习相关库，也可以参考 [awesome-machine-learning](https://gith conda install -c conda-forge Metrics ```
-
vowpal_porpoise (🥉9 · ⭐ 160 · 💀) - 支持 Apache Solr 的轻量级 Python 装饰器。❗Unlicensed +
vowpal_porpoise (🥉9 · ⭐ 170 · 💀) - A lightweight Python wrapper for [Vowpal.. ❗Unlicensed - [GitHub](https://github.com/josephreisinger/vowpal_porpoise) (👨‍💻 14 · 🔀 28 · 📋 9 - 66% open · ⏱️ 07.01.2020): ``` git clone https://github.com/josephreisinger/vowpal_porpoise ``` -- [PyPi](https://pypi.org/project/vowpal_porpoise) (📥 13 / month): +- [PyPi](https://pypi.org/project/vowpal_porpoise) (📥 16 / month): ``` pip install vowpal_porpoise ``` @@ -5688,116 +5688,116 @@ _机器学习相关库，也可以参考 [awesome-machine-learning](https://gith

-## 微软的 Windows 平台 +## Microsoft Windows -Back to top +Back to top -_在 Windows 平台上进行 Python 编程。_ +_Python programming on Microsoft Windows._ -🔗 Python(x,y) - 面向科学应用的 Python 发行版，基于 Qt 和 Spyder。 +🔗 Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. -🔗 pythonlibs - 非官方的 Windows 平台 Python 扩展二进制包。 +🔗 pythonlibs - Unofficial Windows binaries for Python extension packages. -🔗 WinPython - Windows 7/8 系统下便携式开发环境。 +🔗 WinPython - Portable development environment for Windows 7/8. -
PyWin32 (🥇29 · ⭐ 3.9K) - 针对 Windows 的 Python 扩展。❗Unlicensed +
PythonNet (🥇30 · ⭐ 4.4K) - Python Integration with the .NET Common Language Runtime (CLR). MIT -- [GitHub](https://github.com/mhammond/pywin32) (👨‍💻 80 · 🔀 690 · 📥 570K · 📦 89K · 📋 1.7K - 25% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/pythonnet/pythonnet) (👨‍💻 100 · 🔀 610 · 📥 2.7K · 📦 2.3K · 📋 1.4K - 9% open · ⏱️ 05.05.2024): ``` - git clone https://github.com/mhammond/pywin32 + git clone https://github.com/pythonnet/pythonnet ``` -- [PyPi](https://pypi.org/project/pywin32) (📥 3.5M / month): +- [PyPi](https://pypi.org/project/pythonnet) (📥 560K / month): ``` - pip install pywin32 + pip install pythonnet ``` -- [Conda](https://anaconda.org/conda-forge/pywin32) (📥 2.6M · ⏱️ 27.12.2021): +- [Conda](https://anaconda.org/conda-forge/pythonnet) (📥 99K · ⏱️ 11.10.2023): ``` - conda install -c conda-forge pywin32 + conda install -c conda-forge pythonnet ```
-
PythonNet (🥉27 · ⭐ 3.2K) - Python 与 .NET 公共语言运行库 (CLR)的集成。MIT +
PyWin32 (🥉28 · ⭐ 4.8K) - Python Extensions for Windows. ❗Unlicensed -- [GitHub](https://github.com/pythonnet/pythonnet) (👨‍💻 97 · 🔀 520 · 📥 160 · 📦 100 · 📋 1.2K - 9% open · ⏱️ 17.07.2022): +- [GitHub](https://github.com/mhammond/pywin32) (👨‍💻 94 · 🔀 770 · 📥 670K · 📦 180K · 📋 1.9K - 20% open · ⏱️ 12.04.2024): ``` - git clone https://github.com/pythonnet/pythonnet + git clone https://github.com/mhammond/pywin32 ``` -- [PyPi](https://pypi.org/project/pythonnet) (📥 130K / month): +- [PyPi](https://pypi.org/project/pywin32) (📥 10M / month): ``` - pip install pythonnet + pip install pywin32 ``` -- [Conda](https://anaconda.org/conda-forge/pythonnet) (📥 46K · ⏱️ 16.07.2022): +- [Conda](https://anaconda.org/conda-forge/pywin32) (📥 5M · ⏱️ 29.09.2023): ``` - conda install -c conda-forge pythonnet + conda install -c conda-forge pywin32 ```

-## 杂项 +## Miscellaneous -Back to top +Back to top -_不属于上面任何一个类别，但是非常有用的库。_ +_Useful libraries or tools that don't fit in the categories above._ -🔗 tryton - 一个通用业务框架。 +🔗 tryton - A general purpose business framework. -
itsdangerous (🥇34 · ⭐ 2.5K) - 将受信任的数据传递到不受信任的环境的帮助工具。BSD-3 +
itsdangerous (🥇34 · ⭐ 2.8K) - Various helpers to pass trusted data to untrusted environments. BSD-3 -- [GitHub](https://github.com/pallets/itsdangerous) (👨‍💻 41 · 🔀 200 · 📦 660K · ⏱️ 01.08.2022): +- [GitHub](https://github.com/pallets/itsdangerous) (👨‍💻 43 · 🔀 210 · 📥 5 · 📦 1.1M · ⏱️ 06.05.2024): ``` git clone https://github.com/pallets/itsdangerous ``` -- [PyPi](https://pypi.org/project/itsdangerous) (📥 63M / month): +- [PyPi](https://pypi.org/project/itsdangerous) (📥 67M / month): ``` pip install itsdangerous ``` -- [Conda](https://anaconda.org/conda-forge/itsdangerous) (📥 3.6M · ⏱️ 24.03.2022): +- [Conda](https://anaconda.org/conda-forge/itsdangerous) (📥 7.2M · ⏱️ 17.04.2024): ``` conda install -c conda-forge itsdangerous ```
-
blinker (🥈29 · ⭐ 1.4K) - 快速的 Python 运行时信号/事件分配系统。MIT +
blinker (🥈32 · ⭐ 1.7K) - A fast Python in-process signal/event dispatching system. MIT -- [GitHub](https://github.com/pallets-eco/blinker) (👨‍💻 14 · 🔀 160 · 📦 110K · 📋 35 - 8% open · ⏱️ 17.07.2022): +- [GitHub](https://github.com/pallets-eco/blinker) (👨‍💻 20 · 🔀 170 · 📥 53 · 📦 340K · ⏱️ 06.05.2024): ``` git clone https://github.com/jek/blinker ``` -- [PyPi](https://pypi.org/project/blinker) (📥 7.8M / month): +- [PyPi](https://pypi.org/project/blinker) (📥 40M / month): ``` pip install blinker ``` -- [Conda](https://anaconda.org/conda-forge/blinker) (📥 5.8M · ⏱️ 20.06.2018): +- [Conda](https://anaconda.org/conda-forge/blinker) (📥 12M · ⏱️ 07.05.2024): ``` conda install -c conda-forge blinker ```
-
boltons (🥉28 · ⭐ 5.9K) - 一组纯 Python 实用工具。❗Unlicensed +
boltons (🥉31 · ⭐ 6.4K) - A set of pure-Python utilities. ❗Unlicensed -- [GitHub](https://github.com/mahmoud/boltons) (👨‍💻 75 · 🔀 320 · 📥 23 · 📦 2.5K · 📋 140 - 31% open · ⏱️ 29.04.2022): +- [GitHub](https://github.com/mahmoud/boltons) (👨‍💻 90 · 🔀 350 · 📥 30 · 📦 7K · 📋 160 - 32% open · ⏱️ 28.04.2024): ``` git clone https://github.com/mahmoud/boltons ``` -- [PyPi](https://pypi.org/project/boltons) (📥 2M / month): +- [PyPi](https://pypi.org/project/boltons) (📥 4.1M / month): ``` pip install boltons ``` -- [Conda](https://anaconda.org/conda-forge/boltons) (📥 660K · ⏱️ 27.05.2021): +- [Conda](https://anaconda.org/conda-forge/boltons) (📥 4.7M · ⏱️ 01.04.2024): ``` conda install -c conda-forge boltons ```
-
magenta (🥉27 · ⭐ 18K) - 使用人工智能生成音乐与艺术的工具。Apache-2 +
magenta (🥉26 · ⭐ 19K · 💤) - A tool to generate music and art using artificial intelligence. Apache-2 -- [GitHub](https://github.com/magenta/magenta) (👨‍💻 150 · 🔀 3.5K · 📦 380 · 📋 890 - 34% open · ⏱️ 08.08.2022): +- [GitHub](https://github.com/magenta/magenta) (👨‍💻 160 · 🔀 3.6K · 📦 500 · 📋 950 - 38% open · ⏱️ 11.07.2023): ``` git clone https://github.com/magenta/magenta ``` -- [PyPi](https://pypi.org/project/magenta) (📥 3.9K / month): +- [PyPi](https://pypi.org/project/magenta) (📥 4K / month): ``` pip install magenta ``` @@ -5806,106 +5806,106 @@ _不属于上面任何一个类别，但是非常有用的库。_ conda install -c conda-forge magenta ```
-
pluginbase (🥉22 · ⭐ 1K · 💀) - 一个简单但灵活的Python插件系统。❗Unlicensed +
pluginbase (🥉22 · ⭐ 1.1K · 💀) - A simple but flexible plugin system for Python. ❗Unlicensed -- [GitHub](https://github.com/mitsuhiko/pluginbase) (👨‍💻 9 · 🔀 140 · 📦 1.4K · ⏱️ 16.05.2021): +- [GitHub](https://github.com/mitsuhiko/pluginbase) (👨‍💻 9 · 🔀 140 · 📦 2.3K · 📋 15 - 20% open · ⏱️ 16.05.2021): ``` git clone https://github.com/mitsuhiko/pluginbase ``` -- [PyPi](https://pypi.org/project/pluginbase) (📥 500K / month): +- [PyPi](https://pypi.org/project/pluginbase) (📥 650K / month): ``` pip install pluginbase ``` -- [Conda](https://anaconda.org/conda-forge/pluginbase) (📥 240K · ⏱️ 04.02.2019): +- [Conda](https://anaconda.org/conda-forge/pluginbase) (📥 310K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pluginbase ```

-## 自然语言处理 +## Natural Language Processing -Back to top +Back to top -_用来处理人类语言的库。_ +_Libraries for working with human languages._ -🔗 nltk - 一个先进的平台，用以构建处理人类语言数据的 Python 程序。 +🔗 nltk - A leading platform for building Python programs to work with human language data. -🔗 spacy - Python 和 Cython 中用于工业级自然语言处理的库。 +🔗 spacy - A library for industrial-strength natural language processing in Python and Cython. -
gensim (🥇36 · ⭐ 13K) - 人性化的话题建模库。❗️LGPL-2.1 +
gensim (🥇35 · ⭐ 15K) - Topic Modeling for Humans. ❗️LGPL-2.1 -- [GitHub](https://github.com/RaRe-Technologies/gensim) (👨‍💻 430 · 🔀 4K · 📥 3.8K · 📦 36K · 📋 1.8K - 20% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/piskvorky/gensim) (👨‍💻 450 · 🔀 4.2K · 📥 4.6K · 📦 59K · 📋 1.8K - 20% open · ⏱️ 08.04.2024): ``` git clone https://github.com/RaRe-Technologies/gensim ``` -- [PyPi](https://pypi.org/project/gensim) (📥 4.9M / month): +- [PyPi](https://pypi.org/project/gensim) (📥 5.5M / month): ``` pip install gensim ``` -- [Conda](https://anaconda.org/conda-forge/gensim) (📥 860K · ⏱️ 29.07.2022): +- [Conda](https://anaconda.org/conda-forge/gensim) (📥 1.2M · ⏱️ 08.02.2024): ``` conda install -c conda-forge gensim ```
-
jieba (🥇32 · ⭐ 29K · 💀) - 中文分词工具。MIT +
jieba (🥇33 · ⭐ 32K · 💀) - The most popular Chinese text segmentation library. MIT -- [GitHub](https://github.com/fxsjy/jieba) (👨‍💻 48 · 🔀 6.3K · 📦 14K · 📋 810 - 73% open · ⏱️ 15.02.2020): +- [GitHub](https://github.com/fxsjy/jieba) (👨‍💻 49 · 🔀 6.5K · 📦 28K · 📋 840 - 73% open · ⏱️ 15.02.2020): ``` git clone https://github.com/fxsjy/jieba ``` -- [PyPi](https://pypi.org/project/jieba) (📥 440K / month): +- [PyPi](https://pypi.org/project/jieba) (📥 930K / month): ``` pip install jieba ``` -- [Conda](https://anaconda.org/conda-forge/jieba) (📥 120K · ⏱️ 30.05.2021): +- [Conda](https://anaconda.org/conda-forge/jieba) (📥 150K · ⏱️ 16.06.2023): ``` conda install -c conda-forge jieba ```
-
pattern (🥈30 · ⭐ 8.3K · 💀) - Python 网络挖掘模块。BSD-3 +
pattern (🥈29 · ⭐ 8.7K · 💀) - A web mining module. BSD-3 -- [GitHub](https://github.com/clips/pattern) (👨‍💻 30 · 🔀 1.5K · 📦 1.4K · 📋 200 - 62% open · ⏱️ 25.04.2020): +- [GitHub](https://github.com/clips/pattern) (👨‍💻 30 · 🔀 1.5K · 📥 120 · 📦 1.8K · 📋 210 - 63% open · ⏱️ 25.04.2020): ``` git clone https://github.com/clips/pattern ``` -- [PyPi](https://pypi.org/project/pattern) (📥 1M / month): +- [PyPi](https://pypi.org/project/pattern) (📥 530K / month): ``` pip install pattern ``` -- [Conda](https://anaconda.org/conda-forge/pattern) (📥 11K · ⏱️ 05.05.2020): +- [Conda](https://anaconda.org/conda-forge/pattern) (📥 16K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pattern ```
-
Stanza (🥈25 · ⭐ 6.2K) - 斯坦福 NLP 集团的官方 Python 库，支持60多种语言。❗Unlicensed +
Stanza (🥈25 · ⭐ 7.1K) - The Stanford NLP Group's official Python library, supporting 60+.. ❗Unlicensed -- [GitHub](https://github.com/stanfordnlp/stanza) (👨‍💻 48 · 🔀 790 · 📦 1.2K · 📋 720 - 11% open · ⏱️ 23.04.2022): +- [GitHub](https://github.com/stanfordnlp/stanza) (👨‍💻 68 · 🔀 840 · 📦 2.7K · 📋 880 - 10% open · ⏱️ 20.04.2024): ``` git clone https://github.com/stanfordnlp/stanza ``` -- [PyPi](https://pypi.org/project/stanza) (📥 330K / month): +- [PyPi](https://pypi.org/project/stanza) (📥 220K / month): ``` pip install stanza ``` -- [Conda](https://anaconda.org/conda-forge/stanza) (📥 4.6K · ⏱️ 21.07.2022): +- [Conda](https://anaconda.org/conda-forge/stanza) (📥 16K · ⏱️ 21.04.2024): ``` conda install -c conda-forge stanza ```
-
PyTorch-NLP (🥈24 · ⭐ 2.1K · 💀) - 一个支持快速深度学习 NLP 原型研究的工具包。BSD-3 +
PyTorch-NLP (🥈24 · ⭐ 2.2K · 💤) - A toolkit enabling rapid deep learning NLP prototyping for.. BSD-3 -- [GitHub](https://github.com/PetrochukM/PyTorch-NLP) (👨‍💻 18 · 🔀 250 · 📦 410 · 📋 67 - 26% open · ⏱️ 10.07.2021): +- [GitHub](https://github.com/PetrochukM/PyTorch-NLP) (👨‍💻 18 · 🔀 250 · 📦 680 · 📋 69 - 27% open · ⏱️ 04.07.2023): ``` git clone https://github.com/PetrochukM/PyTorch-NLP ``` -- [PyPi](https://pypi.org/project/PyTorch-NLP) (📥 6K / month): +- [PyPi](https://pypi.org/project/PyTorch-NLP) (📥 8.9K / month): ``` pip install PyTorch-NLP ``` @@ -5914,73 +5914,73 @@ _用来处理人类语言的库。_ conda install -c conda-forge PyTorch-NLP ```
-
pkuseg-python (🥉23 · ⭐ 5.9K) - 一个支持对不同领域进行中文分词的工具箱。MIT +
snownlp (🥉23 · ⭐ 6.3K · 💀) - A library for processing Chinese text. MIT -- [GitHub](https://github.com/lancopku/pkuseg-python) (👨‍💻 6 · 🔀 930 · 📥 85K · 📦 210 · 📋 150 - 73% open · ⏱️ 08.06.2022): +- [GitHub](https://github.com/isnowfy/snownlp) (👨‍💻 8 · 🔀 1.4K · 📦 1.3K · 📋 110 - 38% open · ⏱️ 19.01.2020): ``` - git clone https://github.com/lancopku/pkuseg-python + git clone https://github.com/isnowfy/snownlp ``` -- [PyPi](https://pypi.org/project/pkuseg-python): +- [PyPi](https://pypi.org/project/snownlp) (📥 43K / month): ``` - pip install pkuseg-python + pip install snownlp ``` -- [Conda](https://anaconda.org/conda-forge/pkuseg-python): +- [Conda](https://anaconda.org/conda-forge/snownlp) (📥 3K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge pkuseg-python + conda install -c conda-forge snownlp ```
-
snownlp (🥉22 · ⭐ 5.9K · 💀) - 一个用来处理中文文本的库。MIT +
polyglot (🥉23 · ⭐ 2.3K · 💀) - Natural language pipeline supporting hundreds of languages. ❗Unlicensed -- [GitHub](https://github.com/isnowfy/snownlp) (👨‍💻 8 · 🔀 1.3K · 📦 930 · 📋 100 - 38% open · ⏱️ 19.01.2020): +- [GitHub](https://github.com/aboSamoor/polyglot) (👨‍💻 26 · 🔀 330 · 📦 1.2K · 📋 220 - 69% open · ⏱️ 22.09.2020): ``` - git clone https://github.com/isnowfy/snownlp + git clone https://github.com/aboSamoor/polyglot ``` -- [PyPi](https://pypi.org/project/snownlp) (📥 3.6K / month): +- [PyPi](https://pypi.org/project/polyglot) (📥 67K / month): ``` - pip install snownlp + pip install polyglot ``` -- [Conda](https://anaconda.org/conda-forge/snownlp) (📥 900 · ⏱️ 07.09.2021): +- [Conda](https://anaconda.org/conda-forge/polyglot): ``` - conda install -c conda-forge snownlp + conda install -c conda-forge polyglot ```
-
polyglot (🥉21 · ⭐ 2K · 💀) - 支持数百种语言的自然语言处理管道。❗Unlicensed +
pkuseg-python (🥉22 · ⭐ 6.4K · 💀) - A toolkit for Chinese word segmentation in various domains. MIT -- [GitHub](https://github.com/aboSamoor/polyglot) (👨‍💻 26 · 🔀 310 · 📦 750 · 📋 210 - 68% open · ⏱️ 22.09.2020): +- [GitHub](https://github.com/lancopku/pkuseg-python) (👨‍💻 6 · 🔀 960 · 📥 210K · 📦 310 · 📋 160 - 75% open · ⏱️ 08.06.2022): ``` - git clone https://github.com/aboSamoor/polyglot + git clone https://github.com/lancopku/pkuseg-python ``` -- [PyPi](https://pypi.org/project/polyglot) (📥 53K / month): +- [PyPi](https://pypi.org/project/pkuseg-python): ``` - pip install polyglot + pip install pkuseg-python ``` -- [Conda](https://anaconda.org/conda-forge/polyglot): +- [Conda](https://anaconda.org/conda-forge/pkuseg-python): ``` - conda install -c conda-forge polyglot + conda install -c conda-forge pkuseg-python ```
-
pytext (🥉18 · ⭐ 6.4K) - 基于 PyTouch 的自然语言模型框架。❗Unlicensed +
funNLP (🥉18 · ⭐ 64K · 💤) - A collection of tools and datasets for Chinese NLP. ❗Unlicensed -- [GitHub](https://github.com/facebookresearch/pytext) (👨‍💻 230 · 🔀 790 · 📥 300 · 📦 110 · 📋 140 - 45% open · ⏱️ 11.08.2022): +- [GitHub](https://github.com/fighting41love/funNLP) (👨‍💻 13 · 🔀 14K · 📋 71 - 33% open · ⏱️ 24.08.2023): ``` - git clone https://github.com/facebookresearch/pytext + git clone https://github.com/fighting41love/funNLP ``` -- [PyPi](https://pypi.org/project/pytext): +- [PyPi](https://pypi.org/project/funNLP) (📥 24 / month): ``` - pip install pytext + pip install funNLP ``` -- [Conda](https://anaconda.org/conda-forge/pytext): +- [Conda](https://anaconda.org/conda-forge/funNLP): ``` - conda install -c conda-forge pytext + conda install -c conda-forge funNLP ```
-
langid.py (🥉17 · ⭐ 2K · 💀) - 独立的语言识别系统。❗Unlicensed +
langid.py (🥉18 · ⭐ 2.2K · 💀) - Stand-alone language identification system. ❗Unlicensed -- [GitHub](https://github.com/saffsd/langid.py) (👨‍💻 9 · 🔀 280 · 📦 1.1K · 📋 71 - 35% open · ⏱️ 15.07.2017): +- [GitHub](https://github.com/saffsd/langid.py) (👨‍💻 9 · 🔀 300 · 📦 11K · 📋 72 - 34% open · ⏱️ 15.07.2017): ``` git clone https://github.com/saffsd/langid.py @@ -5994,38 +5994,38 @@ _用来处理人类语言的库。_ conda install -c conda-forge langid.py ```
-
funNLP (🥉15 · ⭐ 43K) - 中文自然语言处理的工具和数据集。❗Unlicensed +
pytext (🥉16 · ⭐ 6.3K · 💀) - A natural language modeling framework based on PyTorch. ❗Unlicensed -- [GitHub](https://github.com/fighting41love/funNLP) (👨‍💻 10 · 🔀 11K · 📋 50 - 22% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/facebookresearch/pytext) (👨‍💻 230 · 🔀 790 · 📥 360 · 📦 21 · 📋 140 - 45% open · ⏱️ 17.10.2022): ``` - git clone https://github.com/fighting41love/funNLP + git clone https://github.com/facebookresearch/pytext ``` -- [PyPi](https://pypi.org/project/funNLP) (📥 12 / month): +- [PyPi](https://pypi.org/project/pytext): ``` - pip install funNLP + pip install pytext ``` -- [Conda](https://anaconda.org/conda-forge/funNLP): +- [Conda](https://anaconda.org/conda-forge/pytext): ``` - conda install -c conda-forge funNLP + conda install -c conda-forge pytext ```

-## 网络可视化和 SDN +## Network Virtualization -Back to top +Back to top -_用来进行网络可视化和 SDN(软件定义网络)的工具和库。_ +_Tools and libraries for Virtual Networking and SDN (Software Defined Networking)._ -
napalm (🥇30 · ⭐ 1.9K) - 可跨供应商 API 来操纵网络设备。Apache-2 +
napalm (🥇31 · ⭐ 2.2K) - Cross-vendor API to manipulate network devices. Apache-2 -- [GitHub](https://github.com/napalm-automation/napalm) (👨‍💻 190 · 🔀 500 · 📦 900 · 📋 560 - 20% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/napalm-automation/napalm) (👨‍💻 210 · 🔀 520 · 📦 1.5K · 📋 630 - 21% open · ⏱️ 11.04.2024): ``` git clone https://github.com/napalm-automation/napalm ``` -- [PyPi](https://pypi.org/project/napalm) (📥 31K / month): +- [PyPi](https://pypi.org/project/napalm) (📥 66K / month): ``` pip install napalm ``` @@ -6034,14 +6034,14 @@ _用来进行网络可视化和 SDN(软件定义网络)的工具和库。_ conda install -c conda-forge napalm ```
-
mininet (🥉26 · ⭐ 4.5K) - 一款流行的网络模拟器以及用 Python 编写的 API。BSD-3 +
mininet (🥉28 · ⭐ 5.2K · 💤) - A popular network emulator and API written in Python. BSD-3 -- [GitHub](https://github.com/mininet/mininet) (👨‍💻 80 · 🔀 1.6K · 📥 450K · 📦 160 · 📋 670 - 39% open · ⏱️ 11.07.2022): +- [GitHub](https://github.com/mininet/mininet) (👨‍💻 81 · 🔀 1.7K · 📥 580K · 📦 330 · 📋 710 - 37% open · ⏱️ 17.09.2023): ``` git clone https://github.com/mininet/mininet ``` -- [PyPi](https://pypi.org/project/mininet) (📥 1.1K / month): +- [PyPi](https://pypi.org/project/mininet) (📥 4.5K / month): ``` pip install mininet ``` @@ -6050,38 +6050,38 @@ _用来进行网络可视化和 SDN(软件定义网络)的工具和库。_ conda install -c conda-forge mininet ```
-
pox (🥉21 · ⭐ 580 · 💀) - 一个针对基于 Python 的软件定义网络应用（例如 OpenFlow SDN 控制器）的开源开发平台。Apache-2 +
pox (🥉20 · ⭐ 610 · 💀) - A Python-based SDN control applications, such as OpenFlow SDN.. Apache-2 -- [GitHub](https://github.com/noxrepo/pox) (👨‍💻 26 · 🔀 430 · 📋 180 - 20% open · ⏱️ 20.05.2020): +- [GitHub](https://github.com/noxrepo/pox) (👨‍💻 26 · 🔀 440 · 📋 200 - 15% open · ⏱️ 20.05.2020): ``` git clone https://github.com/noxrepo/pox ``` -- [PyPi](https://pypi.org/project/pox) (📥 3.6M / month): +- [PyPi](https://pypi.org/project/pox) (📥 16M / month): ``` pip install pox ``` -- [Conda](https://anaconda.org/conda-forge/pox) (📥 220K · ⏱️ 20.05.2022): +- [Conda](https://anaconda.org/conda-forge/pox) (📥 430K · ⏱️ 28.01.2024): ``` conda install -c conda-forge pox ```

-## 动态消息 +## News Feed -Back to top +Back to top -_用来创建用户活动的库。_ +_Libraries for building user's activities._ -
django-activity-stream (🥇25 · ⭐ 2.1K) - 从你的站点行为中生成通用活动信息流。BSD-3 +
django-activity-stream (🥇26 · ⭐ 2.3K · 💤) - Generating generic activity streams from the actions.. BSD-3 -- [GitHub](https://github.com/justquick/django-activity-stream) (👨‍💻 110 · 🔀 450 · 📦 860 · 📋 300 - 4% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/justquick/django-activity-stream) (👨‍💻 110 · 🔀 460 · 📥 9 · 📦 1.2K · 📋 310 - 5% open · ⏱️ 04.10.2023): ``` git clone https://github.com/justquick/django-activity-stream ``` -- [PyPi](https://pypi.org/project/django-activity-stream) (📥 46K / month): +- [PyPi](https://pypi.org/project/django-activity-stream) (📥 90K / month): ``` pip install django-activity-stream ``` @@ -6090,14 +6090,14 @@ _用来创建用户活动的库。_ conda install -c conda-forge django-activity-stream ```
-
Stream Framework (🥉18 · ⭐ 4.6K · 💀) - Building news feed and notification systems using.. ❗Unlicensed +
Stream Framework (🥉16 · ⭐ 4.7K · 💀) - Building news feed and notification systems using.. ❗Unlicensed -- [GitHub](https://github.com/tschellenbach/Stream-Framework) (👨‍💻 26 · 🔀 540 · 📋 180 - 35% open · ⏱️ 15.07.2020): +- [GitHub](https://github.com/tschellenbach/Stream-Framework) (👨‍💻 26 · 🔀 520 · 📋 190 - 35% open · ⏱️ 15.07.2020): ``` git clone https://github.com/tschellenbach/Stream-Framework ``` -- [PyPi](https://pypi.org/project/Stream-Framework) (📥 1.6K / month): +- [PyPi](https://pypi.org/project/Stream-Framework) (📥 690 / month): ``` pip install Stream-Framework ``` @@ -6110,99 +6110,99 @@ _用来创建用户活动的库。_ ## ORM -Back to top +Back to top -_实现对象关系映射或数据映射技术的库。_ +_Libraries that implement Object-Relational Mapping or data mapping techniques._ 🔗 Django Models - The Django ORM. -🔗 SQLAlchemy - Python SQL 工具以及对象关系映射工具。 +🔗 SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper. -🔗 awesome-sqlalchemy ( ⭐ 2.5K · 💀) - A curated list of awesome tools for SQLAlchemy. +🔗 awesome-sqlalchemy ( ⭐ 2.7K · 💤) - A curated list of awesome tools for SQLAlchemy. -
mongoengine (🥇35 · ⭐ 3.8K) - 一个 Python 对象文档映射工具，用于 MongoDB。MIT +
peewee (🥇36 · ⭐ 11K) - A small, expressive ORM. MIT -- [GitHub](https://github.com/MongoEngine/mongoengine) (👨‍💻 380 · 🔀 1.1K · 📦 17K · 📋 1.6K - 21% open · ⏱️ 17.07.2022): +- [GitHub](https://github.com/coleifer/peewee) (👨‍💻 150 · 🔀 1.3K · 📦 29K · ⏱️ 08.05.2024): ``` - git clone https://github.com/MongoEngine/mongoengine + git clone https://github.com/coleifer/peewee ``` -- [PyPi](https://pypi.org/project/mongoengine) (📥 830K / month): +- [PyPi](https://pypi.org/project/peewee) (📥 2.5M / month): ``` - pip install mongoengine + pip install peewee ``` -- [Conda](https://anaconda.org/conda-forge/mongoengine) (📥 160K · ⏱️ 18.07.2022): +- [Conda](https://anaconda.org/conda-forge/peewee) (📥 640K · ⏱️ 18.04.2024): ``` - conda install -c conda-forge mongoengine + conda install -c conda-forge peewee ```
-
peewee (🥈34 · ⭐ 9.4K) - 一个小但是很有表现力的 ORM。MIT +
mongoengine (🥈35 · ⭐ 4.2K) - A Python Object-Document-Mapper for working with MongoDB. MIT -- [GitHub](https://github.com/coleifer/peewee) (👨‍💻 150 · 🔀 1.3K · 📦 17K · ⏱️ 26.08.2022): +- [GitHub](https://github.com/MongoEngine/mongoengine) (👨‍💻 390 · 🔀 1.2K · 📦 24K · 📋 1.7K - 20% open · ⏱️ 10.03.2024): ``` - git clone https://github.com/coleifer/peewee + git clone https://github.com/MongoEngine/mongoengine ``` -- [PyPi](https://pypi.org/project/peewee) (📥 1.2M / month): +- [PyPi](https://pypi.org/project/mongoengine) (📥 1.3M / month): ``` - pip install peewee + pip install mongoengine ``` -- [Conda](https://anaconda.org/conda-forge/peewee) (📥 420K · ⏱️ 12.07.2022): +- [Conda](https://anaconda.org/conda-forge/mongoengine) (📥 240K · ⏱️ 28.09.2023): ``` - conda install -c conda-forge peewee + conda install -c conda-forge mongoengine ```
-
PynamoDB (🥈29 · ⭐ 2K) - Amazon DynamoDB 的一个 Python 风格接口。MIT +
PynamoDB (🥈30 · ⭐ 2.4K) - A Pythonic interface for [Amazon.. MIT -- [GitHub](https://github.com/pynamodb/PynamoDB) (👨‍💻 97 · 🔀 390 · 📦 1.1K · 📋 510 - 39% open · ⏱️ 18.07.2022): +- [GitHub](https://github.com/pynamodb/PynamoDB) (👨‍💻 110 · 🔀 420 · 📦 1.7K · 📋 600 - 37% open · ⏱️ 09.04.2024): ``` git clone https://github.com/pynamodb/PynamoDB ``` -- [PyPi](https://pypi.org/project/PynamoDB) (📥 1.4M / month): +- [PyPi](https://pypi.org/project/PynamoDB) (📥 2.1M / month): ``` pip install PynamoDB ``` -- [Conda](https://anaconda.org/conda-forge/PynamoDB) (📥 190K · ⏱️ 09.06.2022): +- [Conda](https://anaconda.org/conda-forge/PynamoDB) (📥 600K · ⏱️ 17.01.2024): ``` conda install -c conda-forge PynamoDB ```
-
dataset (🥈27 · ⭐ 4.2K) - 在数据库中存储字典，支持 SQLite，MySQL 和 PostgreSQL。MIT +
dataset (🥈27 · ⭐ 4.7K · 💤) - Store Python dicts in a database - works with SQLite, MySQL, and.. MIT -- [GitHub](https://github.com/pudo/dataset) (👨‍💻 76 · 🔀 280 · 📦 2.5K · 📋 270 - 4% open · ⏱️ 03.06.2022): +- [GitHub](https://github.com/pudo/dataset) (👨‍💻 78 · 🔀 290 · 📦 3.9K · 📋 290 - 10% open · ⏱️ 12.07.2023): ``` git clone https://github.com/pudo/dataset ``` -- [PyPi](https://pypi.org/project/dataset) (📥 66K / month): +- [PyPi](https://pypi.org/project/dataset) (📥 120K / month): ``` pip install dataset ``` -- [Conda](https://anaconda.org/conda-forge/dataset) (📥 2.7K · ⏱️ 16.12.2021): +- [Conda](https://anaconda.org/conda-forge/dataset) (📥 8.5K · ⏱️ 12.07.2023): ``` conda install -c conda-forge dataset ```
-
orator (🥉22 · ⭐ 1.4K) - Orator ORM，提供了一个简单而美观的 ActiveRecord 实现。MIT +
orator (🥉25 · ⭐ 1.4K · 💀) - The Orator ORM provides a simple yet beautiful ActiveRecord.. MIT -- [GitHub](https://github.com/sdispater/orator) (👨‍💻 32 · 🔀 160 · 📋 310 - 42% open · ⏱️ 13.03.2022): +- [GitHub](https://github.com/sdispater/orator) (👨‍💻 32 · 🔀 160 · 📦 590 · 📋 320 - 42% open · ⏱️ 13.03.2022): ``` git clone https://github.com/sdispater/orator ``` -- [PyPi](https://pypi.org/project/orator) (📥 12K / month): +- [PyPi](https://pypi.org/project/orator) (📥 34K / month): ``` pip install orator ``` -- [Conda](https://anaconda.org/conda-forge/orator) (📥 1.9K · ⏱️ 18.03.2020): +- [Conda](https://anaconda.org/conda-forge/orator) (📥 3.2K · ⏱️ 16.06.2023): ``` conda install -c conda-forge orator ```
-
pony (🥉20 · ⭐ 3K) - 提供面向生成器的SQL接口的ORM。Apache-2 +
pony (🥉21 · ⭐ 3.5K · 💤) - ORM that provides a generator-oriented interface to SQL. Apache-2 -- [GitHub](https://github.com/ponyorm/pony) (🔀 210 · 📥 30 · 📦 2.6K · 📋 590 - 45% open · ⏱️ 25.05.2022): +- [GitHub](https://github.com/ponyorm/pony) (🔀 240 · 📥 100 · 📦 4K · 📋 630 - 47% open · ⏱️ 25.09.2023): ``` git clone https://github.com/ponyorm/pony/ @@ -6212,42 +6212,42 @@ _实现对象关系映射或数据映射技术的库。_ conda install -c conda-forge ```
-
pydal (🥉19 · ⭐ 430) - 纯 Python 数据库抽象接口层。BSD-3 +
orm (🥉21 · ⭐ 1.8K · 💀) - An async ORM. BSD-3 -- [GitHub](https://github.com/web2py/pydal) (🔀 120 · 📦 230 · 📋 310 - 44% open · ⏱️ 20.08.2022): +- [GitHub](https://github.com/encode/orm) (👨‍💻 18 · 🔀 97 · 📦 510 · 📋 80 - 20% open · ⏱️ 30.08.2022): ``` - git clone https://github.com/web2py/pydal/ + git clone https://github.com/encode/orm ``` -- [Conda](https://anaconda.org/conda-forge/): +- [PyPi](https://pypi.org/project/orm) (📥 8.1K / month): ``` - conda install -c conda-forge + pip install orm + ``` +- [Conda](https://anaconda.org/conda-forge/orm): + ``` + conda install -c conda-forge orm ```
-
orm (🥉18 · ⭐ 1.6K) - 一个异步的 ORM。BSD-3 +
pydal (🥉19 · ⭐ 480) - A pure Python Database Abstraction Layer. BSD-3 -- [GitHub](https://github.com/encode/orm) (👨‍💻 18 · 🔀 91 · 📋 77 - 18% open · ⏱️ 24.07.2022): +- [GitHub](https://github.com/web2py/pydal) (🔀 130 · 📦 460 · 📋 320 - 45% open · ⏱️ 28.04.2024): ``` - git clone https://github.com/encode/orm - ``` -- [PyPi](https://pypi.org/project/orm) (📥 4.6K / month): - ``` - pip install orm + git clone https://github.com/web2py/pydal/ ``` -- [Conda](https://anaconda.org/conda-forge/orm): +- [Conda](https://anaconda.org/conda-forge/): ``` - conda install -c conda-forge orm + conda install -c conda-forge ```
-
hot-redis (🥉16 · ⭐ 280 · 💀) - 为 Redis 提供 Python 丰富的数据类型。BSD-2 +
hot-redis (🥉17 · ⭐ 290 · 💀) - Rich Python data types for Redis. BSD-2 -- [GitHub](https://github.com/stephenmcd/hot-redis) (👨‍💻 6 · 🔀 29 · 📦 26 · 📋 11 - 54% open · ⏱️ 16.10.2018): +- [GitHub](https://github.com/stephenmcd/hot-redis) (👨‍💻 6 · 🔀 30 · 📦 29 · 📋 11 - 54% open · ⏱️ 16.10.2018): ``` git clone https://github.com/stephenmcd/hot-redis ``` -- [PyPi](https://pypi.org/project/hot-redis) (📥 350 / month): +- [PyPi](https://pypi.org/project/hot-redis) (📥 560 / month): ``` pip install hot-redis ``` @@ -6256,14 +6256,14 @@ _实现对象关系映射或数据映射技术的库。_ conda install -c conda-forge hot-redis ```
-
redisco (🥉14 · ⭐ 440 · 💀) - 一个 Python 库，提供可以持续存在在 Redis 中的简单模型和容器。MIT +
redisco (🥉14 · ⭐ 440 · 💀) - A Python Library for Simple Models and Containers Persisted in Redis. MIT -- [GitHub](https://github.com/kiddouk/redisco) (👨‍💻 20 · 🔀 83 · 📋 51 - 70% open · ⏱️ 06.06.2016): +- [GitHub](https://github.com/kiddouk/redisco) (👨‍💻 20 · 🔀 78 · 📋 51 - 68% open · ⏱️ 06.06.2016): ``` git clone https://github.com/kiddouk/redisco ``` -- [PyPi](https://pypi.org/project/redisco) (📥 370 / month): +- [PyPi](https://pypi.org/project/redisco) (📥 420 / month): ``` pip install redisco ``` @@ -6274,51 +6274,51 @@ _实现对象关系映射或数据映射技术的库。_

-## 包管理 +## Package Management -Back to top +Back to top -_管理包和依赖的工具。_ +_Libraries for package and dependency management._ -🔗 pip - Python 包和依赖关系管理工具。 +🔗 pip - The package installer for Python. 🔗 PyPI -
poetry (🥇30 · ⭐ 21K) - 可完全取代 setup.py 的包管理工具。MIT +
pip-tools (🥇32 · ⭐ 7.5K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3 -- [GitHub](https://github.com/python-poetry/poetry) (👨‍💻 380 · 🔀 1.7K · 📥 14M · 📋 4.1K - 22% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/jazzband/pip-tools) (👨‍💻 210 · 🔀 530 · 📦 28K · 📋 1K - 14% open · ⏱️ 02.05.2024): ``` - git clone https://github.com/sdispater/poetry + git clone https://github.com/jazzband/pip-tools ``` -- [PyPi](https://pypi.org/project/poetry) (📥 8M / month): +- [PyPi](https://pypi.org/project/pip-tools) (📥 12M / month): ``` - pip install poetry + pip install pip-tools ``` -- [Conda](https://anaconda.org/conda-forge/poetry) (📥 580K · ⏱️ 13.07.2022): +- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 150K · ⏱️ 06.03.2024): ``` - conda install -c conda-forge poetry + conda install -c conda-forge pip-tools ```
-
pip-tools (🥉28 · ⭐ 6.2K) - 保证 Python 包依赖关系更新的一组工具。BSD-3 +
poetry (🥉31 · ⭐ 30K) - Python dependency management and packaging made easy. MIT -- [GitHub](https://github.com/jazzband/pip-tools) (👨‍💻 170 · 🔀 460 · 📋 850 - 13% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/python-poetry/poetry) (👨‍💻 550 · 🔀 2.2K · 📥 15M · 📋 5.7K - 10% open · ⏱️ 06.05.2024): ``` - git clone https://github.com/jazzband/pip-tools + git clone https://github.com/sdispater/poetry ``` -- [PyPi](https://pypi.org/project/pip-tools) (📥 7.2M / month): +- [PyPi](https://pypi.org/project/poetry) (📥 36M / month): ``` - pip install pip-tools + pip install poetry ``` -- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 48K · ⏱️ 24.05.2022): +- [Conda](https://anaconda.org/conda-forge/poetry) (📥 1.2M · ⏱️ 09.05.2024): ``` - conda install -c conda-forge pip-tools + conda install -c conda-forge poetry ```
-
conda (🥉15 · ⭐ 4.8K) - 跨平台的 Python 二进制包管理工具。❗Unlicensed +
conda (🥉22 · ⭐ 6.1K) - Cross-platform, Python-agnostic binary package manager. ❗Unlicensed -- [GitHub](https://github.com/conda/conda) (🔀 1.2K · 📋 8.6K - 10% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/conda/conda) (🔀 1.5K · 📥 860 · 📦 47K · 📋 9.6K - 6% open · ⏱️ 08.05.2024): ``` git clone https://github.com/conda/conda/ @@ -6330,20 +6330,20 @@ _管理包和依赖的工具。_

-## 包仓库 +## Package Repositories -Back to top +Back to top -_本地 PyPI 仓库服务和代理。_ +_Local PyPI repository server and proxies._ -
devpi (🥇19 · ⭐ 590) - PyPI 服务和打包/测试/分发工具。❗Unlicensed +
devpi (🥇20 · ⭐ 830) - PyPI server and packaging/testing/release tool. ❗Unlicensed -- [GitHub](https://github.com/devpi/devpi) (👨‍💻 87 · 🔀 100 · 📦 190 · 📋 700 - 9% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/devpi/devpi) (👨‍💻 100 · 🔀 120 · 📦 250 · 📋 780 - 10% open · ⏱️ 20.04.2024): ``` git clone https://github.com/devpi/devpi ``` -- [PyPi](https://pypi.org/project/devpi) (📥 2.2K / month): +- [PyPi](https://pypi.org/project/devpi) (📥 5.3K / month): ``` pip install devpi ``` @@ -6352,41 +6352,41 @@ _本地 PyPI 仓库服务和代理。_ conda install -c conda-forge devpi ```
-
localshop (🥈16 · ⭐ 380) - 本地 PyPI 服务（自定义包并且自动对 PyPI 镜像）。MIT +
warehouse (🥈15 · ⭐ 3.5K) - Next generation Python Package Repository (PyPI). Apache-2 -- [GitHub](https://github.com/mvantellingen/localshop) (👨‍💻 46 · 🔀 110 · 📦 4 · 📋 110 - 30% open · ⏱️ 17.07.2022): +- [GitHub](https://github.com/pypi/warehouse) (👨‍💻 380 · 🔀 890 · 📋 3.2K - 13% open · ⏱️ 09.05.2024): ``` - git clone https://github.com/jazzband/localshop + git clone https://github.com/pypa/warehouse ``` -- [PyPi](https://pypi.org/project/localshop) (📥 80 / month): +- [PyPi](https://pypi.org/project/warehouse): ``` - pip install localshop + pip install warehouse ``` -- [Conda](https://anaconda.org/conda-forge/localshop): +- [Conda](https://anaconda.org/conda-forge/warehouse): ``` - conda install -c conda-forge localshop + conda install -c conda-forge warehouse ```
-
warehouse (🥉15 · ⭐ 3K) - 下一代 PyPI。Apache-2 +
localshop (🥈15 · ⭐ 390 · 💀) - Local PyPI server (custom packages and auto-mirroring of pypi). MIT -- [GitHub](https://github.com/pypi/warehouse) (👨‍💻 320 · 🔀 770 · 📋 2.7K - 15% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/mvantellingen/localshop) (👨‍💻 46 · 🔀 110 · 📦 5 · 📋 110 - 30% open · ⏱️ 17.07.2022): ``` - git clone https://github.com/pypa/warehouse + git clone https://github.com/jazzband/localshop ``` -- [PyPi](https://pypi.org/project/warehouse): +- [PyPi](https://pypi.org/project/localshop) (📥 140 / month): ``` - pip install warehouse + pip install localshop ``` -- [Conda](https://anaconda.org/conda-forge/warehouse): +- [Conda](https://anaconda.org/conda-forge/localshop): ``` - conda install -c conda-forge warehouse + conda install -c conda-forge localshop ```
-
bandersnatch (🥉13 · ⭐ 320) - PyPA 提供的 PyPI 镜像工具。❗️AFL-3.0 +
bandersnatch (🥉12 · ⭐ 420) - PyPI mirroring tool provided by Python Packaging Authority.. ❗️AFL-3.0 -- [GitHub](https://github.com/pypa/bandersnatch) (🔀 97 · 📋 210 - 15% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/pypa/bandersnatch) (🔀 130 · 📋 260 - 18% open · ⏱️ 06.05.2024): ``` git clone https://github.com/pypa/bandersnatch/ @@ -6398,20 +6398,20 @@ _本地 PyPI 仓库服务和代理。_

-## 渗透测试 +## Penetration Testing -Back to top +Back to top -_渗透测试相关框架和工具。_ +_Frameworks and tools for penetration testing._ -
sqlmap (🥇22 · ⭐ 24K) - 自动 SQL 注入和数据库接管工具。❗Unlicensed +
sqlmap (🥇26 · ⭐ 31K) - Automatic SQL injection and database takeover tool. ❗Unlicensed -- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨‍💻 120 · 🔀 4.8K · 📋 4.7K - 1% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨‍💻 140 · 🔀 5.4K · 📦 21 · 📋 5.2K - 0% open · ⏱️ 09.05.2024): ``` git clone https://github.com/sqlmapproject/sqlmap ``` -- [PyPi](https://pypi.org/project/sqlmap) (📥 5.6K / month): +- [PyPi](https://pypi.org/project/sqlmap) (📥 9.7K / month): ``` pip install sqlmap ``` @@ -6420,14 +6420,14 @@ _渗透测试相关框架和工具。_ conda install -c conda-forge sqlmap ```
-
fsociety (🥉19 · ⭐ 7.9K · 💀) - 一款渗透测试框架。MIT +
fsociety (🥉23 · ⭐ 10K · 💀) - A Penetration testing framework. MIT -- [GitHub](https://github.com/Manisso/fsociety) (👨‍💻 21 · 🔀 1.6K · 📋 120 - 20% open · ⏱️ 16.10.2020): +- [GitHub](https://github.com/Manisso/fsociety) (👨‍💻 22 · 🔀 1.9K · 📦 21 · 📋 150 - 36% open · ⏱️ 06.09.2022): ``` git clone https://github.com/Manisso/fsociety ``` -- [PyPi](https://pypi.org/project/fsociety) (📥 620 / month): +- [PyPi](https://pypi.org/project/fsociety) (📥 1.5K / month): ``` pip install fsociety ``` @@ -6436,9 +6436,9 @@ _渗透测试相关框架和工具。_ conda install -c conda-forge fsociety ```
-
setoolkit (🥉17 · ⭐ 7.9K · 💤) - 社会工程工具包。❗Unlicensed +
setoolkit (🥉20 · ⭐ 10K · 💀) - A toolkit for social engineering. ❗Unlicensed -- [GitHub](https://github.com/trustedsec/social-engineer-toolkit) (👨‍💻 85 · 🔀 2.2K · 📋 810 - 25% open · ⏱️ 26.01.2022): +- [GitHub](https://github.com/trustedsec/social-engineer-toolkit) (👨‍💻 85 · 🔀 2.6K · 📦 20 · 📋 910 - 32% open · ⏱️ 26.01.2022): ``` git clone https://github.com/trustedsec/social-engineer-toolkit @@ -6454,36 +6454,36 @@ _渗透测试相关框架和工具。_

-## 权限 +## Permissions -Back to top +Back to top -_允许或拒绝用户访问数据或功能的库。_ +_Libraries that allow or deny users access to data or functionality._ -
django-guardian (🥇27 · ⭐ 3.2K) - Django 1.2+ ，实现了单个对象权限。❗Unlicensed +
django-guardian (🥇28 · ⭐ 3.5K · 💀) - Implementation of per object permissions for Django.. ❗Unlicensed -- [GitHub](https://github.com/django-guardian/django-guardian) (👨‍💻 160 · 🔀 520 · 📦 4.9K · 📋 440 - 27% open · ⏱️ 25.03.2022): +- [GitHub](https://github.com/django-guardian/django-guardian) (👨‍💻 160 · 🔀 540 · 📦 6.6K · 📋 450 - 28% open · ⏱️ 25.03.2022): ``` git clone https://github.com/django-guardian/django-guardian ``` -- [PyPi](https://pypi.org/project/django-guardian) (📥 220K / month): +- [PyPi](https://pypi.org/project/django-guardian) (📥 470K / month): ``` pip install django-guardian ``` -- [Conda](https://anaconda.org/conda-forge/django-guardian) (📥 39K · ⏱️ 26.05.2021): +- [Conda](https://anaconda.org/conda-forge/django-guardian) (📥 52K · ⏱️ 16.06.2023): ``` conda install -c conda-forge django-guardian ```
-
django-rules (🥉23 · ⭐ 1.5K) - 一个小巧但是强大的应用，提供对象级别的权限管理，且不需要使用数据库。MIT +
django-rules (🥉24 · ⭐ 1.8K) - A tiny but powerful app providing object-level permissions to.. MIT -- [GitHub](https://github.com/dfunckt/django-rules) (👨‍💻 25 · 🔀 120 · 📦 920 · 📋 100 - 22% open · ⏱️ 23.03.2022): +- [GitHub](https://github.com/dfunckt/django-rules) (👨‍💻 31 · 🔀 140 · 📦 1.7K · 📋 110 - 22% open · ⏱️ 25.03.2024): ``` git clone https://github.com/dfunckt/django-rules ``` -- [PyPi](https://pypi.org/project/django-rules) (📥 140 / month): +- [PyPi](https://pypi.org/project/django-rules) (📥 600 / month): ``` pip install django-rules ``` @@ -6494,38 +6494,38 @@ _允许或拒绝用户访问数据或功能的库。_

-## 进程 +## Processes -Back to top +Back to top -_操作系统进程启动及通信库。_ +_Libraries for starting and communicating with OS processes._ -🔗 sarge - 另一 种 subprocess 模块的封装。 +🔗 sarge - Yet another wrapper for subprocess. -
sh (🥇31 · ⭐ 6.4K) - 一个完备的 subprocess 替代库。MIT +
sh (🥇32 · ⭐ 6.9K) - A full-fledged subprocess replacement for Python. MIT -- [GitHub](https://github.com/amoffat/sh) (👨‍💻 85 · 🔀 450 · 📦 9.9K · 📋 410 - 2% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/amoffat/sh) (👨‍💻 98 · 🔀 480 · 📦 15K · 📋 480 - 1% open · ⏱️ 13.03.2024): ``` git clone https://github.com/amoffat/sh ``` -- [PyPi](https://pypi.org/project/sh) (📥 3.3M / month): +- [PyPi](https://pypi.org/project/sh) (📥 8.2M / month): ``` pip install sh ``` -- [Conda](https://anaconda.org/conda-forge/sh) (📥 130K · ⏱️ 20.06.2022): +- [Conda](https://anaconda.org/conda-forge/sh) (📥 200K · ⏱️ 10.08.2023): ``` conda install -c conda-forge sh ```
-
delegator.py (🥉17 · ⭐ 1.6K · 💀) - .. MIT +
delegator.py (🥉21 · ⭐ 1.7K · 💀) - .. MIT -- [GitHub](https://github.com/amitt001/delegator.py) (👨‍💻 23 · 🔀 82 · 📋 45 - 17% open · ⏱️ 06.05.2019): +- [GitHub](https://github.com/amitt001/delegator.py) (👨‍💻 23 · 🔀 89 · 📦 600 · 📋 45 - 17% open · ⏱️ 06.05.2019): ``` git clone https://github.com/amitt001/delegator.py ``` -- [PyPi](https://pypi.org/project/delegator.py) (📥 51K / month): +- [PyPi](https://pypi.org/project/delegator.py) (📥 49K / month): ``` pip install delegator.py ``` @@ -6536,20 +6536,20 @@ _操作系统进程启动及通信库。_

-## 推荐系统 +## Recommender Systems -Back to top +Back to top -_用于构建推荐系统的相关库。_ +_Libraries for building recommender systems._ -
annoy (🥇31 · ⭐ 10K) - 对 C++/Python 实现的近似近邻算法进行了内存优化。Apache-2 +
annoy (🥇29 · ⭐ 13K · 💤) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2 -- [GitHub](https://github.com/spotify/annoy) (👨‍💻 82 · 🔀 1K · 📦 2.2K · 📋 350 - 10% open · ⏱️ 08.08.2022): +- [GitHub](https://github.com/spotify/annoy) (👨‍💻 88 · 🔀 1.1K · 📦 3.8K · 📋 390 - 12% open · ⏱️ 20.08.2023): ``` git clone https://github.com/spotify/annoy ``` -- [PyPi](https://pypi.org/project/annoy) (📥 1.5M / month): +- [PyPi](https://pypi.org/project/annoy) (📥 1.3M / month): ``` pip install annoy ``` @@ -6558,41 +6558,41 @@ _用于构建推荐系统的相关库。_ conda install -c conda-forge annoy ```
-
lightfm (🥈26 · ⭐ 4.1K) - John Gruber’s Markdown 的 Python 版实现。Apache-2 +
lightfm (🥈26 · ⭐ 4.6K · 💀) - A Python implementation of a number of popular recommendation.. Apache-2 -- [GitHub](https://github.com/lyst/lightfm) (👨‍💻 44 · 🔀 630 · 📦 790 · 📋 460 - 24% open · ⏱️ 19.07.2022): +- [GitHub](https://github.com/lyst/lightfm) (👨‍💻 47 · 🔀 670 · 📦 1.4K · 📋 500 - 28% open · ⏱️ 30.04.2023): ``` git clone https://github.com/lyst/lightfm ``` -- [PyPi](https://pypi.org/project/lightfm) (📥 360K / month): +- [PyPi](https://pypi.org/project/lightfm) (📥 430K / month): ``` pip install lightfm ``` -- [Conda](https://anaconda.org/conda-forge/lightfm) (📥 130K · ⏱️ 09.03.2022): +- [Conda](https://anaconda.org/conda-forge/lightfm) (📥 180K · ⏱️ 16.06.2023): ``` conda install -c conda-forge lightfm ```
-
implicit (🥈26 · ⭐ 2.9K) - 对隐式数据集进行协作过滤的快速 Python 实现。MIT +
implicit (🥈26 · ⭐ 3.4K) - A fast Python implementation of collaborative filtering for implicit.. MIT -- [GitHub](https://github.com/benfred/implicit) (👨‍💻 32 · 🔀 530 · 📥 95 · 📦 650 · 📋 420 - 16% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/benfred/implicit) (👨‍💻 34 · 🔀 580 · 📥 760 · 📦 1.3K · 📋 490 - 16% open · ⏱️ 21.11.2023): ``` git clone https://github.com/benfred/implicit ``` -- [PyPi](https://pypi.org/project/implicit) (📥 160K / month): +- [PyPi](https://pypi.org/project/implicit) (📥 180K / month): ``` pip install implicit ``` -- [Conda](https://anaconda.org/conda-forge/implicit) (📥 390K · ⏱️ 29.01.2022): +- [Conda](https://anaconda.org/conda-forge/implicit) (📥 610K · ⏱️ 21.11.2023): ``` conda install -c conda-forge implicit ```
-
Surprise (🥉20 · ⭐ 5.5K) - 用于构建和分析推荐系统的科学工具。BSD-3 +
Surprise (🥉22 · ⭐ 6.2K) - A scikit for building and analyzing recommender systems. BSD-3 -- [GitHub](https://github.com/NicolasHug/Surprise) (👨‍💻 43 · 🔀 920 · 📋 350 - 15% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/NicolasHug/Surprise) (👨‍💻 45 · 🔀 980 · 📦 21 · 📋 380 - 19% open · ⏱️ 29.04.2024): ``` git clone https://github.com/NicolasHug/Surprise @@ -6606,14 +6606,14 @@ _用于构建推荐系统的相关库。_ conda install -c conda-forge Surprise ```
-
spotlight (🥉19 · ⭐ 2.8K · 💀) - 使用 PyTorch 实现的深度推荐模型。MIT +
spotlight (🥉19 · ⭐ 2.9K · 💀) - Deep recommender models using PyTorch. MIT -- [GitHub](https://github.com/maciejkula/spotlight) (👨‍💻 11 · 🔀 400 · 📋 110 - 56% open · ⏱️ 09.02.2020): +- [GitHub](https://github.com/maciejkula/spotlight) (👨‍💻 11 · 🔀 410 · 📋 110 - 56% open · ⏱️ 09.02.2020): ``` git clone https://github.com/maciejkula/spotlight ``` -- [PyPi](https://pypi.org/project/spotlight) (📥 360 / month): +- [PyPi](https://pypi.org/project/spotlight) (📥 1.1K / month): ``` pip install spotlight ``` @@ -6622,39 +6622,39 @@ _用于构建推荐系统的相关库。_ conda install -c conda-forge spotlight ```
-
fastFM (🥉19 · ⭐ 1K · 💀) - Factorization Machine 相关库。❗Unlicensed +
tensorrec (🥉18 · ⭐ 1.3K · 💀) - A Recommendation Engine Framework in TensorFlow. Apache-2 -- [GitHub](https://github.com/ibayer/fastFM) (👨‍💻 20 · 🔀 200 · 📥 450 · 📦 97 · 📋 110 - 43% open · ⏱️ 24.03.2021): +- [GitHub](https://github.com/jfkirk/tensorrec) (👨‍💻 9 · 🔀 220 · 📦 34 · 📋 130 - 28% open · ⏱️ 04.02.2020): ``` - git clone https://github.com/ibayer/fastFM + git clone https://github.com/jfkirk/tensorrec ``` -- [PyPi](https://pypi.org/project/fastFM) (📥 370 / month): +- [PyPi](https://pypi.org/project/tensorrec) (📥 380 / month): ``` - pip install fastFM + pip install tensorrec ``` -- [Conda](https://anaconda.org/conda-forge/fastFM): +- [Conda](https://anaconda.org/conda-forge/tensorrec): ``` - conda install -c conda-forge fastFM + conda install -c conda-forge tensorrec ```
-
tensorrec (🥉18 · ⭐ 1.2K · 💀) - TensorFlow 的推荐引擎框架。Apache-2 +
fastFM (🥉18 · ⭐ 1.1K · 💀) - A library for Factorization Machines. ❗Unlicensed -- [GitHub](https://github.com/jfkirk/tensorrec) (👨‍💻 9 · 🔀 220 · 📦 27 · 📋 130 - 28% open · ⏱️ 04.02.2020): +- [GitHub](https://github.com/ibayer/fastFM) (👨‍💻 20 · 🔀 200 · 📥 600 · 📦 120 · 📋 110 - 42% open · ⏱️ 24.03.2021): ``` - git clone https://github.com/jfkirk/tensorrec + git clone https://github.com/ibayer/fastFM ``` -- [PyPi](https://pypi.org/project/tensorrec) (📥 470 / month): +- [PyPi](https://pypi.org/project/fastFM) (📥 500 / month): ``` - pip install tensorrec + pip install fastFM ``` -- [Conda](https://anaconda.org/conda-forge/tensorrec): +- [Conda](https://anaconda.org/conda-forge/fastFM): ``` - conda install -c conda-forge tensorrec + conda install -c conda-forge fastFM ```
-
libffm (🥉13 · ⭐ 1.6K · 💀) - Field-aware Factorization Machine (FFM) 相关库。BSD-3 +
libffm (🥉13 · ⭐ 1.6K · 💀) - A library for Field-aware Factorization Machine (FFM). BSD-3 - [GitHub](https://github.com/ycjuan/libffm) (👨‍💻 5 · 🔀 420 · 📋 36 - 55% open · ⏱️ 22.02.2019): @@ -6672,28 +6672,28 @@ _用于构建推荐系统的相关库。_

-## 重构 +## Refactoring -Back to top +Back to top -_Python 重构相关库和工具。_ +_Refactoring tools and libraries for Python_ -🔗 Bicycle Repair Man - Python 的重构工具。 +🔗 Bicycle Repair Man - Bicycle Repair Man, a refactoring tool for Python. -🔗 Bowler - 适用于现代Python的安全代码重构。 +🔗 Bowler - Safe code refactoring for modern Python. -
Rope (🥇22 · ⭐ 1.4K · 📉) - 一个 Python 的重构库。❗️LGPL-3.0 +
Rope (🥇32 · ⭐ 1.8K · 📈) - Rope is a python refactoring library. ❗️LGPL-3.0 -- [GitHub](https://github.com/python-rope/rope) (👨‍💻 70 · 🔀 140 · 📋 240 - 29% open · ⏱️ 31.07.2022): +- [GitHub](https://github.com/python-rope/rope) (👨‍💻 81 · 🔀 160 · 📥 28 · 📦 73K · 📋 350 - 26% open · ⏱️ 04.04.2024): ``` git clone https://github.com/python-rope/rope ``` -- [PyPi](https://pypi.org/project/rope) (📥 810K / month): +- [PyPi](https://pypi.org/project/rope) (📥 890K / month): ``` pip install rope ``` -- [Conda](https://anaconda.org/conda-forge/rope) (📥 810K · ⏱️ 29.07.2022): +- [Conda](https://anaconda.org/conda-forge/rope) (📥 1.4M · ⏱️ 24.03.2024): ``` conda install -c conda-forge rope ``` @@ -6702,168 +6702,168 @@ _Python 重构相关库和工具。_ ## RESTful API -Back to top +Back to top -_用来开发 RESTful APIs 的库_ +_Libraries for building RESTful APIs._ -🔗 django-rest-framework - 一个强大灵活的工具，用来构建 web API。 +🔗 django-rest-framework - A powerful and flexible toolkit to build web APIs. -🔗 django-tastypie - 为 Django 应用开发 API。 +🔗 django-tastypie - Creating delicious APIs for Django apps. -🔗 vibora - 快速高效且支持异步的 Web 框架，灵感来源于 Flask。 +🔗 vibora - Fast, efficient and asynchronous Web framework inspired by Flask. -
falcon (🥇34 · ⭐ 8.9K) - 一个用来建立云 API 和 web app 后端的高性能框架。Apache-2 +
fastapi (🥇41 · ⭐ 71K · 📈) - A modern, fast, web framework for building APIs with Python 3.6+ based.. MIT -- [GitHub](https://github.com/falconry/falcon) (👨‍💻 190 · 🔀 860 · 📥 3.9K · 📦 6.9K · 📋 960 - 17% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/tiangolo/fastapi) (👨‍💻 630 · 🔀 5.9K · 📦 360K · 📋 3.4K - 1% open · ⏱️ 08.05.2024): ``` - git clone https://github.com/falconry/falcon + git clone https://github.com/tiangolo/fastapi ``` -- [PyPi](https://pypi.org/project/falcon) (📥 610K / month): +- [PyPi](https://pypi.org/project/fastapi) (📥 34M / month): ``` - pip install falcon + pip install fastapi ``` -- [Conda](https://anaconda.org/conda-forge/falcon) (📥 270K · ⏱️ 09.04.2022): +- [Conda](https://anaconda.org/conda-forge/fastapi) (📥 2M · ⏱️ 08.05.2024): ``` - conda install -c conda-forge falcon + conda install -c conda-forge fastapi ```
-
flask-restful (🥈33 · ⭐ 6.4K) - 为 flask 快速创建 REST APIs 。BSD-3 +
falcon (🥈34 · ⭐ 9.4K) - A high-performance framework for building cloud APIs and web app.. Apache-2 -- [GitHub](https://github.com/flask-restful/flask-restful) (👨‍💻 160 · 🔀 960 · 📦 80K · 📋 540 - 16% open · ⏱️ 04.03.2022): +- [GitHub](https://github.com/falconry/falcon) (👨‍💻 200 · 🔀 910 · 📥 7.4K · 📦 9.1K · 📋 1K - 15% open · ⏱️ 07.05.2024): ``` - git clone https://github.com/flask-restful/flask-restful + git clone https://github.com/falconry/falcon ``` -- [PyPi](https://pypi.org/project/flask-restful) (📥 1.3M / month): +- [PyPi](https://pypi.org/project/falcon) (📥 680K / month): ``` - pip install flask-restful + pip install falcon ``` -- [Conda](https://anaconda.org/conda-forge/flask-restful) (📥 130K · ⏱️ 30.05.2021): +- [Conda](https://anaconda.org/conda-forge/falcon) (📥 370K · ⏱️ 07.12.2023): ``` - conda install -c conda-forge flask-restful + conda install -c conda-forge falcon ```
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sanic (🥈32 · ⭐ 16K) - A Python 3.6+ web server and web framework that's written to go fast. MIT +
sanic (🥈33 · ⭐ 18K) - A Python 3.6+ web server and web framework that's written to go fast. MIT -- [GitHub](https://github.com/sanic-org/sanic) (👨‍💻 320 · 🔀 1.4K · 📦 7.5K · 📋 1.2K - 4% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/sanic-org/sanic) (👨‍💻 340 · 🔀 1.5K · 📦 17K · 📋 1.4K - 6% open · ⏱️ 09.04.2024): ``` git clone https://github.com/huge-success/sanic ``` -- [PyPi](https://pypi.org/project/sanic) (📥 960K / month): +- [PyPi](https://pypi.org/project/sanic) (📥 800K / month): ``` pip install sanic ``` -- [Conda](https://anaconda.org/conda-forge/sanic) (📥 210K · ⏱️ 11.08.2022): +- [Conda](https://anaconda.org/conda-forge/sanic) (📥 330K · ⏱️ 09.01.2024): ``` conda install -c conda-forge sanic ```
-
fastapi (🥈30 · ⭐ 49K) - 一个现代，快速，基于标准 Python 类型注解的的 web框架，可使用 Python3.6+ 版本构建 API。MIT +
flask-restful (🥈33 · ⭐ 6.8K · 💤) - Quickly building REST APIs for Flask. BSD-3 -- [GitHub](https://github.com/tiangolo/fastapi) (👨‍💻 340 · 🔀 3.8K · 📋 3K - 36% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/flask-restful/flask-restful) (👨‍💻 160 · 🔀 1K · 📦 110K · 📋 560 - 17% open · ⏱️ 21.05.2023): ``` - git clone https://github.com/tiangolo/fastapi + git clone https://github.com/flask-restful/flask-restful ``` -- [PyPi](https://pypi.org/project/fastapi) (📥 8.1M / month): +- [PyPi](https://pypi.org/project/flask-restful) (📥 1.9M / month): ``` - pip install fastapi + pip install flask-restful ``` -- [Conda](https://anaconda.org/conda-forge/fastapi) (📥 890K · ⏱️ 24.08.2022): +- [Conda](https://anaconda.org/conda-forge/flask-restful) (📥 190K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge fastapi + conda install -c conda-forge flask-restful ```
-
hug (🥉28 · ⭐ 6.6K · 💀) - 一个为纯净公开的 API 打造的 Python 3 框架。MIT +
hug (🥉29 · ⭐ 6.8K · 💤) - A Python 3 framework for cleanly exposing APIs. MIT -- [GitHub](https://github.com/hugapi/hug) (👨‍💻 120 · 🔀 370 · 📦 1.5K · 📋 460 - 35% open · ⏱️ 10.08.2020): +- [GitHub](https://github.com/hugapi/hug) (👨‍💻 120 · 🔀 380 · 📦 4.9K · 📋 460 - 35% open · ⏱️ 30.06.2023): ``` git clone https://github.com/hugapi/hug ``` -- [PyPi](https://pypi.org/project/hug) (📥 40K / month): +- [PyPi](https://pypi.org/project/hug) (📥 67K / month): ``` pip install hug ``` -- [Conda](https://anaconda.org/conda-forge/hug) (📥 160K · ⏱️ 26.01.2022): +- [Conda](https://anaconda.org/conda-forge/hug) (📥 190K · ⏱️ 16.06.2023): ``` conda install -c conda-forge hug ```
-
flask-api (🥉26 · ⭐ 1.3K) - 为 flask 开发的，可浏览 Web APIs 。❗Unlicensed +
eve (🥉25 · ⭐ 6.7K · 💤) - REST API framework powered by Flask, MongoDB and good intentions. ❗Unlicensed -- [GitHub](https://github.com/flask-api/flask-api) (👨‍💻 32 · 🔀 170 · 📦 5.2K · 📋 63 - 19% open · ⏱️ 18.07.2022): +- [GitHub](https://github.com/pyeve/eve) (👨‍💻 210 · 🔀 730 · 📦 1.1K · 📋 970 - 2% open · ⏱️ 10.07.2023): ``` - git clone https://github.com/flask-api/flask-api + git clone https://github.com/pyeve/eve ``` -- [PyPi](https://pypi.org/project/flask-api) (📥 220K / month): +- [PyPi](https://pypi.org/project/eve) (📥 15K / month): ``` - pip install flask-api + pip install eve ``` -- [Conda](https://anaconda.org/conda-forge/flask-api): +- [Conda](https://anaconda.org/conda-forge/eve): ``` - conda install -c conda-forge flask-api + conda install -c conda-forge eve ```
-
eve (🥉25 · ⭐ 6.5K) - REST API 框架，由 Flask, MongoDB 等驱动。❗Unlicensed +
flask-api (🥉25 · ⭐ 1.4K) - Browsable Web APIs for Flask. ❗Unlicensed -- [GitHub](https://github.com/pyeve/eve) (👨‍💻 210 · 🔀 730 · 📦 1K · 📋 960 - 2% open · ⏱️ 01.08.2022): +- [GitHub](https://github.com/flask-api/flask-api) (👨‍💻 35 · 🔀 180 · 📦 6.2K · 📋 69 - 21% open · ⏱️ 20.02.2024): ``` - git clone https://github.com/pyeve/eve + git clone https://github.com/flask-api/flask-api ``` -- [PyPi](https://pypi.org/project/eve) (📥 22K / month): +- [PyPi](https://pypi.org/project/flask-api) (📥 93K / month): ``` - pip install eve + pip install flask-api ``` -- [Conda](https://anaconda.org/conda-forge/eve): +- [Conda](https://anaconda.org/conda-forge/flask-api): ``` - conda install -c conda-forge eve + conda install -c conda-forge flask-api ```
-
apistar (🥉24 · ⭐ 5.6K · 💤) - 专为Python 3设计的智能 Web API 框架。BSD-3 +
apistar (🥉24 · ⭐ 5.6K · 💀) - A smart Web API framework, designed for Python 3. BSD-3 -- [GitHub](https://github.com/encode/apistar) (👨‍💻 89 · 🔀 420 · 📦 680 · 📋 310 - 7% open · ⏱️ 31.08.2021): +- [GitHub](https://github.com/encode/apistar) (👨‍💻 91 · 🔀 400 · 📦 760 · 📋 310 - 7% open · ⏱️ 31.08.2021): ``` git clone https://github.com/encode/apistar ``` -- [PyPi](https://pypi.org/project/apistar) (📥 9.1K / month): +- [PyPi](https://pypi.org/project/apistar) (📥 8.7K / month): ``` pip install apistar ``` -- [Conda](https://anaconda.org/conda-forge/apistar) (📥 100K · ⏱️ 03.04.2019): +- [Conda](https://anaconda.org/conda-forge/apistar) (📥 130K · ⏱️ 16.06.2023): ``` conda install -c conda-forge apistar ```
-
cornice (🥉23 · ⭐ 380) - 一个 Pyramid 的 REST 框架 。❗Unlicensed +
cornice (🥉22 · ⭐ 380) - A RESTful framework for Pyramid. ❗Unlicensed -- [GitHub](https://github.com/Cornices/cornice) (👨‍💻 120 · 🔀 140 · 📦 740 · 📋 240 - 19% open · ⏱️ 18.07.2022): +- [GitHub](https://github.com/Cornices/cornice) (👨‍💻 120 · 🔀 140 · 📦 860 · 📋 240 - 20% open · ⏱️ 04.04.2024): ``` git clone https://github.com/Cornices/cornice ``` -- [PyPi](https://pypi.org/project/cornice) (📥 23K / month): +- [PyPi](https://pypi.org/project/cornice) (📥 49K / month): ``` pip install cornice ``` -- [Conda](https://anaconda.org/conda-forge/cornice): +- [Conda](https://anaconda.org/conda-forge/cornice) (📥 300 · ⏱️ 14.10.2023): ``` conda install -c conda-forge cornice ```
-
sandman2 (🥉20 · ⭐ 1.9K · 💀) - 为数据库驱动的系统自动生成 REST API。Apache-2 +
sandman2 (🥉20 · ⭐ 2K · 💀) - Automated REST APIs for existing database-driven systems. Apache-2 -- [GitHub](https://github.com/jeffknupp/sandman2) (👨‍💻 23 · 🔀 210 · 📦 22 · 📋 83 - 37% open · ⏱️ 21.12.2020): +- [GitHub](https://github.com/jeffknupp/sandman2) (👨‍💻 23 · 🔀 210 · 📦 26 · 📋 89 - 41% open · ⏱️ 21.12.2020): ``` git clone https://github.com/jeffknupp/sandman2 ``` -- [PyPi](https://pypi.org/project/sandman2) (📥 220 / month): +- [PyPi](https://pypi.org/project/sandman2) (📥 290 / month): ``` pip install sandman2 ``` @@ -6874,17 +6874,17 @@ _用来开发 RESTful APIs 的库_

-## 机器人 +## Robotics -Back to top +Back to top -_机器人相关库。_ +_Libraries for robotics._ -🔗 rospy - ROS (Robot Operating System) 库。 +🔗 rospy - This is a library for ROS (Robot Operating System). -
PythonRobotics (🥇17 · ⭐ 16K) - 各种具有可视化效果的机器人算法的汇总。❗Unlicensed +
PythonRobotics (🥇19 · ⭐ 22K) - This is a compilation of various robotics algorithms.. ❗Unlicensed -- [GitHub](https://github.com/AtsushiSakai/PythonRobotics) (👨‍💻 100 · 🔀 4.8K · 📋 290 - 4% open · ⏱️ 15.08.2022): +- [GitHub](https://github.com/AtsushiSakai/PythonRobotics) (👨‍💻 120 · 🔀 5.9K · 📦 21 · 📋 350 - 3% open · ⏱️ 07.05.2024): ``` git clone https://github.com/AtsushiSakai/PythonRobotics @@ -6900,15 +6900,15 @@ _机器人相关库。_

-## RPC 服务器 +## RPC Servers -Back to top +Back to top -_兼容 RPC 的服务器。_ +_RPC-compatible servers._ -
zeroRPC (🥇16 · ⭐ 3K · 💤) - zerorpc 是一个灵活的 RPC 实现，基于 ZeroMQ 和 MessagePack。❗Unlicensed +
zeroRPC (🥇14 · ⭐ 3.1K · 💀) - zerorpc is a flexible RPC implementation based on.. ❗Unlicensed -- [GitHub](https://github.com/0rpc/zerorpc-python) (👨‍💻 38 · 🔀 360 · 📋 160 - 30% open · ⏱️ 06.01.2022): +- [GitHub](https://github.com/0rpc/zerorpc-python) (👨‍💻 38 · 🔀 370 · 📋 170 - 26% open · ⏱️ 06.01.2022): ``` git clone https://github.com/0rpc/zerorpc-python @@ -6917,133 +6917,133 @@ _兼容 RPC 的服务器。_ ``` pip install zerorpc-python ``` -- [Conda](https://anaconda.org/conda-forge/zerorpc-python) (📥 850 · ⏱️ 06.06.2022): +- [Conda](https://anaconda.org/conda-forge/zerorpc-python) (📥 3.1K · ⏱️ 18.06.2023): ``` conda install -c conda-forge zerorpc-python ```

-## 科学计算和数据分析 +## Science -Back to top +Back to top -_用来进行科学计算和数据分析的库。_ +_Libraries for scientific computing._ -🔗 astropy - 一个天文学 Python 库。 +🔗 astropy - A community Python library for Astronomy. -🔗 Biopython - Biopython 是一组可以免费使用的用来进行生物计算的工具。 +🔗 Biopython - Biopython is a set of freely available tools for biological computation. -🔗 cclib - 一个用来解析和解释计算化学软件包输出结果的库。 +🔗 cclib - A library for parsing and interpreting the results of computational chemistry packages. -🔗 Colour - 大量色彩理论转换和算法的实现。 +🔗 Colour - Implementing a comprehensive number of colour theory transformations and algorithms. -🔗 NetworkX - 一个为复杂网络设计的高性能软件。 +🔗 NetworkX - A high-productivity software for complex networks. -🔗 NIPY - 神经影响学工具箱集合。 +🔗 NIPY - A collection of neuroimaging toolkits. -🔗 NumPy - 使用 Python 进行科学计算的基础包。 +🔗 NumPy - A fundamental package for scientific computing with Python. -🔗 Open Babel - 一个化学工具箱，用来描述多种化学数据。 +🔗 Open Babel - A chemical toolbox designed to speak the many languages of chemical data. -🔗 PyDy - PyDy 是 Python Dynamics 的缩写，用来为动力学运动建模工作流程提供帮助， 基于 NumPy, SciPy, IPython 和 matplotlib。 +🔗 PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. -🔗 QuTiP - Python 版 Quantum 工具箱。 +🔗 QuTiP - Quantum Toolbox in Python. -🔗 RDKit - 化学信息学和机器学习软件。 +🔗 RDKit - Cheminformatics and Machine Learning Software. -🔗 SciPy - 由一些基于 Python ，用于数学，科学和工程的开源软件构成的生态系统。 +🔗 SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -🔗 SimPy - 一个基于过程的离散事件模拟框架。 +🔗 SimPy - A process-based discrete-event simulation framework. -
SymPy (🥇35 · ⭐ 9.5K) - 一个用于符号数学的 Python 库。❗Unlicensed +
SymPy (🥇37 · ⭐ 12K) - A Python library for symbolic mathematics. ❗Unlicensed -- [GitHub](https://github.com/sympy/sympy) (👨‍💻 1.2K · 🔀 3.6K · 📥 460K · 📦 45K · 📋 12K - 32% open · ⏱️ 26.08.2022): +- [GitHub](https://github.com/sympy/sympy) (👨‍💻 1.3K · 🔀 4.2K · 📥 540K · 📦 130K · 📋 13K - 33% open · ⏱️ 09.05.2024): ``` git clone https://github.com/sympy/sympy ``` -- [PyPi](https://pypi.org/project/sympy) (📥 2.6M / month): +- [PyPi](https://pypi.org/project/sympy) (📥 21M / month): ``` pip install sympy ``` -- [Conda](https://anaconda.org/conda-forge/sympy) (📥 2.3M · ⏱️ 23.08.2022): +- [Conda](https://anaconda.org/conda-forge/sympy) (📥 5.4M · ⏱️ 16.06.2023): ``` conda install -c conda-forge sympy ```
-
statsmodels (🥈32 · ⭐ 7.7K) - 统计建模和计量经济学。BSD-3 +
statsmodels (🥈35 · ⭐ 9.6K) - Statistical modeling and econometrics in Python. BSD-3 -- [GitHub](https://github.com/statsmodels/statsmodels) (👨‍💻 380 · 🔀 2.4K · 📥 26 · 📦 68K · 📋 4.8K - 46% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/statsmodels/statsmodels) (👨‍💻 430 · 🔀 2.6K · 📥 31 · 📦 120K · 📋 5.4K - 48% open · ⏱️ 08.05.2024): ``` git clone https://github.com/statsmodels/statsmodels ``` -- [PyPi](https://pypi.org/project/statsmodels) (📥 8.8M / month): +- [PyPi](https://pypi.org/project/statsmodels) (📥 17M / month): ``` pip install statsmodels ``` -- [Conda](https://anaconda.org/conda-forge/statsmodels) (📥 7M · ⏱️ 09.06.2022): +- [Conda](https://anaconda.org/conda-forge/statsmodels) (📥 13M · ⏱️ 14.12.2023): ``` conda install -c conda-forge statsmodels ```
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Zipline (🥈30 · ⭐ 15K · 💀) - 一个 Python 算法交易库。Apache-2 +
Zipline (🥈29 · ⭐ 17K · 💀) - A Pythonic algorithmic trading library. Apache-2 -- [GitHub](https://github.com/quantopian/zipline) (👨‍💻 160 · 🔀 4K · 📦 880 · 📋 970 - 32% open · ⏱️ 14.10.2020): +- [GitHub](https://github.com/quantopian/zipline) (👨‍💻 160 · 🔀 4.1K · 📦 990 · 📋 980 - 33% open · ⏱️ 14.10.2020): ``` git clone https://github.com/quantopian/zipline ``` -- [PyPi](https://pypi.org/project/zipline) (📥 3.1K / month): +- [PyPi](https://pypi.org/project/zipline) (📥 2.7K / month): ``` pip install zipline ``` -- [Conda](https://anaconda.org/conda-forge/zipline) (📥 6.2K · ⏱️ 05.10.2020): +- [Conda](https://anaconda.org/conda-forge/zipline) (📥 7.6K · ⏱️ 16.06.2023): ``` conda install -c conda-forge zipline ```
-
PyMC (🥉26 · ⭐ 6.9K) - 马尔科夫链蒙特卡洛采样工具。❗Unlicensed +
PyMC (🥈29 · ⭐ 8.2K) - Markov Chain Monte Carlo sampling toolkit. ❗Unlicensed -- [GitHub](https://github.com/pymc-devs/pymc) (👨‍💻 410 · 🔀 1.6K · 📥 1.9K · 📦 690 · 📋 2.8K - 6% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/pymc-devs/pymc) (👨‍💻 490 · 🔀 1.9K · 📥 1.9K · 📦 3.2K · 📋 3.2K - 6% open · ⏱️ 09.05.2024): ``` git clone https://github.com/pymc-devs/pymc3 ``` -- [PyPi](https://pypi.org/project/pymc3) (📥 410K / month): +- [PyPi](https://pypi.org/project/pymc3) (📥 850K / month): ``` pip install pymc3 ``` -- [Conda](https://anaconda.org/conda-forge/pymc3) (📥 440K · ⏱️ 20.05.2022): +- [Conda](https://anaconda.org/conda-forge/pymc3) (📥 560K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pymc3 ```
-
Karate Club (🥉23 · ⭐ 1.7K) - 用于图形结构化数据的无监督机器学习工具箱。❗️GPL-3.0 +
Karate Club (🥉23 · ⭐ 2.1K) - Unsupervised machine learning toolbox for graph structured data. ❗️GPL-3.0 -- [GitHub](https://github.com/benedekrozemberczki/karateclub) (👨‍💻 15 · 🔀 210 · 📦 100 · ⏱️ 20.08.2022): +- [GitHub](https://github.com/benedekrozemberczki/karateclub) (👨‍💻 20 · 🔀 240 · 📦 230 · 📋 120 - 4% open · ⏱️ 05.03.2024): ``` git clone https://github.com/benedekrozemberczki/karateclub ``` -- [PyPi](https://pypi.org/project/karateclub) (📥 2.8K / month): +- [PyPi](https://pypi.org/project/karateclub) (📥 4.2K / month): ``` pip install karateclub ``` -- [Conda](https://anaconda.org/conda-forge/karateclub) (📥 12K · ⏱️ 28.01.2022): +- [Conda](https://anaconda.org/conda-forge/karateclub) (📥 23K · ⏱️ 16.06.2023): ``` conda install -c conda-forge karateclub ```
-
bcbio-nextgen (🥉20 · ⭐ 890) - 这个工具箱为全自动高通量测序分析提供符合最佳实践的处理流程。MIT +
bcbio-nextgen (🥉21 · ⭐ 980) - Providing best-practice pipelines for fully automated high.. MIT -- [GitHub](https://github.com/bcbio/bcbio-nextgen) (👨‍💻 94 · 🔀 340 · 📋 3K - 3% open · ⏱️ 06.07.2022): +- [GitHub](https://github.com/bcbio/bcbio-nextgen) (👨‍💻 97 · 🔀 350 · 📋 3K - 4% open · ⏱️ 07.02.2024): ``` git clone https://github.com/chapmanb/bcbio-nextgen ``` -- [PyPi](https://pypi.org/project/bcbio-nextgen) (📥 32 / month): +- [PyPi](https://pypi.org/project/bcbio-nextgen) (📥 250 / month): ``` pip install bcbio-nextgen ``` @@ -7052,9 +7052,9 @@ _用来进行科学计算和数据分析的库。_ conda install -c conda-forge bcbio-nextgen ```
-
ObsPy (🥉18 · ⭐ 940) - 地震学 Python 工具箱。❗Unlicensed +
ObsPy (🥉19 · ⭐ 1.1K) - A Python toolbox for seismology. ❗Unlicensed -- [GitHub](https://github.com/obspy/obspy) (🔀 480 · 📥 6.7K · 📋 1.6K - 16% open · ⏱️ 08.08.2022): +- [GitHub](https://github.com/obspy/obspy) (🔀 520 · 📥 7K · 📋 1.7K - 10% open · ⏱️ 08.05.2024): ``` git clone https://github.com/obspy/obspy/wiki/ @@ -7064,9 +7064,9 @@ _用来进行科学计算和数据分析的库。_ conda install -c conda-forge ```
-
bccb (🥉18 · ⭐ 550 · 💤) - 生物分析相关代码集合。❗Unlicensed +
bccb (🥉17 · ⭐ 590) - Collection of useful code related to biological analysis. ❗Unlicensed -- [GitHub](https://github.com/chapmanb/bcbb) (👨‍💻 32 · 🔀 220 · 📦 230 · 📋 73 - 19% open · ⏱️ 18.11.2021): +- [GitHub](https://github.com/chapmanb/bcbb) (👨‍💻 35 · 🔀 230 · 📦 320 · 📋 79 - 21% open · ⏱️ 29.01.2024): ``` git clone https://github.com/chapmanb/bcbb @@ -7082,51 +7082,51 @@ _用来进行科学计算和数据分析的库。_

-## 搜索 +## Search -Back to top +Back to top -_对数据进行索引和执行搜索查询的库和软件。_ +_Libraries and software for indexing and performing search queries on data._ -🔗 elasticsearch-py - Elasticsearch 的官方底层 Python 客户端。 +🔗 elasticsearch-py - The official low-level Python client for.. -🔗 whoosh - 一个快速的纯 Python 搜索引擎库。 +🔗 whoosh - A fast, pure Python search engine library. -
django-haystack (🥇30 · ⭐ 3.3K) - Django 模块化搜索。❗Unlicensed +
django-haystack (🥇31 · ⭐ 3.5K) - Modular search for Django. ❗Unlicensed -- [GitHub](https://github.com/django-haystack/django-haystack) (👨‍💻 200 · 🔀 1.2K · 📦 8.1K · 📋 1.2K - 36% open · ⏱️ 27.07.2022): +- [GitHub](https://github.com/django-haystack/django-haystack) (👨‍💻 220 · 🔀 1.2K · 📦 9.6K · 📋 1.2K - 36% open · ⏱️ 07.05.2024): ``` git clone https://github.com/django-haystack/django-haystack ``` -- [PyPi](https://pypi.org/project/django-haystack) (📥 110K / month): +- [PyPi](https://pypi.org/project/django-haystack) (📥 120K / month): ``` pip install django-haystack ``` -- [Conda](https://anaconda.org/conda-forge/django-haystack) (📥 4.8K · ⏱️ 31.05.2018): +- [Conda](https://anaconda.org/conda-forge/django-haystack) (📥 6K · ⏱️ 11.02.2024): ``` conda install -c conda-forge django-haystack ```
-
pysolr (🥉27 · ⭐ 620) - 支持 Apache Solr 的轻量级 Python 装饰器。BSD-3 +
pysolr (🥉27 · ⭐ 660) - A lightweight Python wrapper for [Apache.. BSD-3 -- [GitHub](https://github.com/django-haystack/pysolr) (👨‍💻 65 · 🔀 300 · 📦 2.7K · 📋 140 - 14% open · ⏱️ 12.04.2022): +- [GitHub](https://github.com/django-haystack/pysolr) (👨‍💻 72 · 🔀 310 · 📦 3.4K · 📋 150 - 16% open · ⏱️ 07.05.2024): ``` git clone https://github.com/django-haystack/pysolr ``` -- [PyPi](https://pypi.org/project/pysolr) (📥 190K / month): +- [PyPi](https://pypi.org/project/pysolr) (📥 330K / month): ``` pip install pysolr ``` -- [Conda](https://anaconda.org/conda-forge/pysolr) (📥 19K · ⏱️ 28.04.2020): +- [Conda](https://anaconda.org/conda-forge/pysolr) (📥 33K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pysolr ```
-
elasticsearch-dsl-py (🥉24 · ⭐ 3.5K) - Elasticsearch 的官方高级 Python 客户端。Apache-2 +
elasticsearch-dsl-py (🥉23 · ⭐ 3.8K) - The official high-level Python client for.. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (👨‍💻 130 · 🔀 730 · 📥 140 · 📦 6.4K · 📋 1.2K - 8% open · ⏱️ 14.07.2022): +- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (👨‍💻 140 · 🔀 780 · 📥 200 · 📦 10K · 📋 1.3K - 3% open · ⏱️ 30.04.2024): ``` git clone https://github.com/elastic/elasticsearch-dsl-py @@ -7142,63 +7142,63 @@ _对数据进行索引和执行搜索查询的库和软件。_

-## 序列化 +## Serialization -Back to top +Back to top -_复杂数据类型序列化相关库。_ +_Libraries for serializing complex data types_ -
marshmallow (🥇30 · ⭐ 6.2K) - 一个轻量级的库，用于将复杂对象与简单 Python 数据类型相互转换。MIT +
marshmallow (🥇32 · ⭐ 6.9K) - A lightweight library for converting complex objects to and from.. MIT -- [GitHub](https://github.com/marshmallow-code/marshmallow) (👨‍💻 200 · 🔀 590 · 📦 53K · 📋 1.1K - 11% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/marshmallow-code/marshmallow) (👨‍💻 210 · 🔀 610 · 📦 140K · 📋 1.2K - 12% open · ⏱️ 07.05.2024): ``` git clone https://github.com/marshmallow-code/marshmallow ``` -- [PyPi](https://pypi.org/project/marshmallow) (📥 17M / month): +- [PyPi](https://pypi.org/project/marshmallow) (📥 47M / month): ``` pip install marshmallow ``` -- [Conda](https://anaconda.org/conda-forge/marshmallow) (📥 1.2M · ⏱️ 23.08.2022): +- [Conda](https://anaconda.org/conda-forge/marshmallow) (📥 2.4M · ⏱️ 02.05.2024): ``` conda install -c conda-forge marshmallow ```
-
python-rapidjson (🥈23 · ⭐ 460) - A Python wrapper around.. ❗Unlicensed +
python-rapidjson (🥈25 · ⭐ 490) - A Python wrapper around.. ❗Unlicensed -- [GitHub](https://github.com/python-rapidjson/python-rapidjson) (👨‍💻 19 · 🔀 40 · 📦 2.7K · 📋 100 - 10% open · ⏱️ 07.07.2022): +- [GitHub](https://github.com/python-rapidjson/python-rapidjson) (👨‍💻 23 · 🔀 46 · 📦 5.4K · 📋 110 - 10% open · ⏱️ 29.04.2024): ``` git clone https://github.com/python-rapidjson/python-rapidjson ``` -- [PyPi](https://pypi.org/project/python-rapidjson) (📥 880K / month): +- [PyPi](https://pypi.org/project/python-rapidjson) (📥 1.7M / month): ``` pip install python-rapidjson ``` -- [Conda](https://anaconda.org/conda-forge/python-rapidjson) (📥 1M · ⏱️ 19.02.2022): +- [Conda](https://anaconda.org/conda-forge/python-rapidjson) (📥 1.6M · ⏱️ 28.02.2024): ``` conda install -c conda-forge python-rapidjson ```
-
pysimdjson (🥉22 · ⭐ 550) - A Python bindings for.. ❗Unlicensed +
pysimdjson (🥉23 · ⭐ 630) - A Python bindings for.. ❗Unlicensed -- [GitHub](https://github.com/TkTech/pysimdjson) (👨‍💻 13 · 🔀 40 · 📦 400 · 📋 75 - 13% open · ⏱️ 04.06.2022): +- [GitHub](https://github.com/TkTech/pysimdjson) (👨‍💻 14 · 🔀 51 · 📦 1.3K · 📋 84 - 7% open · ⏱️ 05.02.2024): ``` git clone https://github.com/TkTech/pysimdjson ``` -- [PyPi](https://pypi.org/project/pysimdjson) (📥 240K / month): +- [PyPi](https://pypi.org/project/pysimdjson) (📥 1M / month): ``` pip install pysimdjson ``` -- [Conda](https://anaconda.org/conda-forge/pysimdjson) (📥 32K · ⏱️ 29.05.2022): +- [Conda](https://anaconda.org/conda-forge/pysimdjson) (📥 91K · ⏱️ 06.02.2024): ``` conda install -c conda-forge pysimdjson ```
-
ultrajson (🥉15 · ⭐ 3.8K) - 使用 Python 绑定的，用 C 编写的快速 JSON 解码器和编码器。❗Unlicensed +
ultrajson (🥉15 · ⭐ 4.3K) - A fast JSON decoder and encoder written in C with Python.. ❗Unlicensed -- [GitHub](https://github.com/ultrajson/ultrajson) (👨‍💻 82 · 🔀 320 · 📋 330 - 7% open · ⏱️ 08.08.2022): +- [GitHub](https://github.com/ultrajson/ultrajson) (👨‍💻 88 · 🔀 340 · 📋 340 - 7% open · ⏱️ 01.04.2024): ``` git clone https://github.com/esnme/ultrajson @@ -7214,20 +7214,20 @@ _复杂数据类型序列化相关库。_

-## Serverless 框架 +## Serverless Frameworks -Back to top +Back to top -_使用 Python 开发 Serverless 模型相关的库。_ +_Frameworks for developing serverless Python code._ -
Zappa (🥇27 · ⭐ 12K · 💀) - 在 AWS Lambda 和 API Gateway 部署 WSGI 应用的工具。MIT +
Zappa (🥇28 · ⭐ 12K · 💀) - A tool for deploying WSGI applications on AWS Lambda and API Gateway. MIT -- [GitHub](https://github.com/Miserlou/Zappa) (👨‍💻 260 · 🔀 1.2K · 📥 260 · 📋 1.3K - 47% open · ⏱️ 20.02.2021): +- [GitHub](https://github.com/Miserlou/Zappa) (👨‍💻 260 · 🔀 1.2K · 📥 320 · 📦 21 · 📋 1.3K - 47% open · ⏱️ 20.02.2021): ``` git clone https://github.com/Miserlou/Zappa ``` -- [PyPi](https://pypi.org/project/Zappa) (📥 88K / month): +- [PyPi](https://pypi.org/project/Zappa) (📥 150K / month): ``` pip install Zappa ``` @@ -7236,14 +7236,14 @@ _使用 Python 开发 Serverless 模型相关的库。_ conda install -c conda-forge Zappa ```
-
python-lambda (🥉22 · ⭐ 1.4K) - 在 AWS Lambda 开发和部署 Python 代码的工具包。ISC +
python-lambda (🥉22 · ⭐ 1.5K · 💀) - A toolkit for developing and deploying Python code in AWS.. ISC -- [GitHub](https://github.com/nficano/python-lambda) (👨‍💻 48 · 🔀 220 · 📦 160 · 📋 90 - 41% open · ⏱️ 03.06.2022): +- [GitHub](https://github.com/nficano/python-lambda) (👨‍💻 48 · 🔀 220 · 📦 210 · 📋 93 - 41% open · ⏱️ 03.06.2022): ``` git clone https://github.com/nficano/python-lambda ``` -- [PyPi](https://pypi.org/project/python-lambda) (📥 4.2K / month): +- [PyPi](https://pypi.org/project/python-lambda) (📥 6K / month): ``` pip install python-lambda ``` @@ -7254,15 +7254,15 @@ _使用 Python 开发 Serverless 模型相关的库。_

-## 命令行工具 +## Shell -Back to top +Back to top -_用于创建命令行程序的库。_ +_Shells based on Python._ -
xonsh (🥇15 · ⭐ 6.2K) - 一种基于 python 的跨平台，面向 unix 的 shell 语言和命令提示符。❗Unlicensed +
xonsh (🥇19 · ⭐ 8.1K) - A Python-powered, cross-platform, Unix-gazing shell language and.. ❗Unlicensed -- [GitHub](https://github.com/xonsh/xonsh) (🔀 550 · 📥 7.9K · 📋 2.4K - 10% open · ⏱️ 18.08.2022): +- [GitHub](https://github.com/xonsh/xonsh) (🔀 620 · 📥 10K · 📦 680 · 📋 2.5K - 10% open · ⏱️ 09.05.2024): ``` git clone https://github.com/xonsh/xonsh/ @@ -7274,170 +7274,186 @@ _用于创建命令行程序的库。_

-## 特殊文本格式处理 +## Specific Formats Processing -Back to top +Back to top -_一些用来解析和操作特殊文本格式的库。_ +_Libraries for parsing and manipulating specific text formats._ -🔗 openpyxl - 一个用来读写 Excel 2010 xlsx/xlsm/xltx/xltm 文件的库。 +🔗 openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. -🔗 ReportLab - 快速创建富文本 PDF 文档。 +🔗 ReportLab - Allowing Rapid creation of rich PDF documents. -🔗 PyYAML - Python 版本的 YAML 解析器。 +🔗 PyYAML - YAML implementations for Python. -
Mistune (🥇33 · ⭐ 2.1K · 📈) - 快速并且功能齐全的纯 Python 实现的 Markdown 解析器。BSD-3 +
tablib (🥇34 · ⭐ 4.5K) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. MIT -- [GitHub](https://github.com/lepture/mistune) (👨‍💻 35 · 🔀 200 · 📦 170K · 📋 230 - 8% open · ⏱️ 21.07.2022): +- [GitHub](https://github.com/jazzband/tablib) (👨‍💻 130 · 🔀 560 · 📦 97K · 📋 250 - 10% open · ⏱️ 05.04.2024): + + ``` + git clone https://github.com/jazzband/tablib + ``` +- [PyPi](https://pypi.org/project/tablib) (📥 2M / month): + ``` + pip install tablib + ``` +- [Conda](https://anaconda.org/conda-forge/tablib) (📥 96K · ⏱️ 04.04.2024): + ``` + conda install -c conda-forge tablib + ``` +
+
Mistune (🥇34 · ⭐ 2.5K) - Fastest and full featured pure Python parsers of Markdown. BSD-3 + +- [GitHub](https://github.com/lepture/mistune) (👨‍💻 44 · 🔀 240 · 📦 280K · 📋 280 - 10% open · ⏱️ 04.04.2024): ``` git clone https://github.com/lepture/mistune ``` -- [PyPi](https://pypi.org/project/mistune) (📥 11M / month): +- [PyPi](https://pypi.org/project/mistune) (📥 24M / month): ``` pip install mistune ``` -- [Conda](https://anaconda.org/conda-forge/mistune) (📥 8.3M · ⏱️ 15.07.2022): +- [Conda](https://anaconda.org/conda-forge/mistune) (📥 18M · ⏱️ 02.11.2023): ``` conda install -c conda-forge mistune ```
-
tablib (🥇32 · ⭐ 4.2K) - 一个用来处理中表格数据的模块。MIT +
PyPDF2 (🥈32 · ⭐ 7.5K) - A library capable of splitting, merging and transforming PDF pages. ❗Unlicensed -- [GitHub](https://github.com/jazzband/tablib) (👨‍💻 120 · 🔀 540 · 📦 15K · 📋 240 - 12% open · ⏱️ 11.07.2022): +- [GitHub](https://github.com/py-pdf/pypdf) (👨‍💻 230 · 🔀 1.2K · 📦 77K · 📋 1.1K - 7% open · ⏱️ 08.05.2024): ``` - git clone https://github.com/jazzband/tablib + git clone https://github.com/mstamy2/PyPDF2 ``` -- [PyPi](https://pypi.org/project/tablib) (📥 1.2M / month): +- [PyPi](https://pypi.org/project/PyPDF2) (📥 6.8M / month): ``` - pip install tablib + pip install PyPDF2 ``` -- [Conda](https://anaconda.org/conda-forge/tablib) (📥 75K · ⏱️ 09.04.2022): +- [Conda](https://anaconda.org/conda-forge/PyPDF2) (📥 550K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge tablib + conda install -c conda-forge PyPDF2 ```
-
XlsxWriter (🥇32 · ⭐ 3K) - 一个用于创建 Excel .xlsx 文件的 Python 模块。BSD-2 +
XlsxWriter (🥈32 · ⭐ 3.5K) - A Python module for creating Excel .xlsx files. BSD-2 -- [GitHub](https://github.com/jmcnamara/XlsxWriter) (👨‍💻 47 · 🔀 570 · 📦 50K · 📋 790 - 1% open · ⏱️ 17.08.2022): +- [GitHub](https://github.com/jmcnamara/XlsxWriter) (👨‍💻 52 · 🔀 620 · 📦 77K · 📋 930 - 1% open · ⏱️ 06.04.2024): ``` git clone https://github.com/jmcnamara/XlsxWriter ``` -- [PyPi](https://pypi.org/project/XlsxWriter) (📥 10M / month): +- [PyPi](https://pypi.org/project/XlsxWriter) (📥 19M / month): ``` pip install XlsxWriter ``` -- [Conda](https://anaconda.org/conda-forge/XlsxWriter) (📥 2.1M · ⏱️ 27.02.2022): +- [Conda](https://anaconda.org/conda-forge/XlsxWriter) (📥 3.2M · ⏱️ 05.11.2023): ``` conda install -c conda-forge XlsxWriter ```
-
PyPDF2 (🥈29 · ⭐ 4.6K) - 一个可以分割，合并和转换 PDF 页面的库。❗Unlicensed +
python-docx (🥈30 · ⭐ 4.2K) - Reads, queries and modifies Microsoft Word 2007/2008 docx files. MIT -- [GitHub](https://github.com/py-pdf/PyPDF2) (👨‍💻 140 · 🔀 970 · 📦 34K · 📋 550 - 12% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/python-openxml/python-docx) (👨‍💻 16 · 🔀 950 · 📦 28K · 📋 1.2K - 42% open · ⏱️ 01.05.2024): ``` - git clone https://github.com/mstamy2/PyPDF2 + git clone https://github.com/python-openxml/python-docx ``` -- [PyPi](https://pypi.org/project/PyPDF2) (📥 3.4M / month): +- [PyPi](https://pypi.org/project/python-docx) (📥 4.9M / month): ``` - pip install PyPDF2 + pip install python-docx ``` -- [Conda](https://anaconda.org/conda-forge/PyPDF2) (📥 280K · ⏱️ 19.08.2022): +- [Conda](https://anaconda.org/conda-forge/python-docx) (📥 180K · ⏱️ 02.05.2024): ``` - conda install -c conda-forge PyPDF2 + conda install -c conda-forge python-docx ```
-
csvkit (🥈28 · ⭐ 5.1K) - 用于转换和操作 CSV 的工具。MIT +
Python-Markdown (🥈29 · ⭐ 3.6K) - A Python implementation of John Grubers Markdown. BSD-3 -- [GitHub](https://github.com/wireservice/csvkit) (👨‍💻 100 · 🔀 560 · 📦 1.1K · 📋 860 - 8% open · ⏱️ 11.04.2022): +- [GitHub](https://github.com/Python-Markdown/markdown) (👨‍💻 170 · 🔀 840 · 📥 69 · 📦 360K · 📋 880 - 2% open · ⏱️ 25.04.2024): ``` - git clone https://github.com/wireservice/csvkit + git clone https://github.com/waylan/Python-Markdown ``` -- [PyPi](https://pypi.org/project/csvkit) (📥 160K / month): +- [PyPi](https://pypi.org/project/Python-Markdown): ``` - pip install csvkit + pip install Python-Markdown ``` -- [Conda](https://anaconda.org/conda-forge/csvkit) (📥 67K · ⏱️ 20.03.2022): +- [Conda](https://anaconda.org/conda-forge/Python-Markdown): ``` - conda install -c conda-forge csvkit + conda install -c conda-forge Python-Markdown ```
-
xlwings (🥈28 · ⭐ 2.4K) - 一个使得在 Excel 中方便调用 Python 的库（反之亦然），基于 BSD 协议。❗Unlicensed +
csvkit (🥉28 · ⭐ 5.8K) - Utilities for converting to and working with CSV. MIT -- [GitHub](https://github.com/xlwings/xlwings) (👨‍💻 57 · 🔀 420 · 📥 30K · 📦 24K · 📋 1.5K - 14% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/wireservice/csvkit) (👨‍💻 110 · 🔀 590 · 📦 1.6K · 📋 900 - 2% open · ⏱️ 02.05.2024): ``` - git clone https://github.com/ZoomerAnalytics/xlwings + git clone https://github.com/wireservice/csvkit ``` -- [PyPi](https://pypi.org/project/xlwings) (📥 680K / month): +- [PyPi](https://pypi.org/project/csvkit) (📥 160K / month): ``` - pip install xlwings + pip install csvkit ``` -- [Conda](https://anaconda.org/conda-forge/xlwings) (📥 450K · ⏱️ 25.08.2022): +- [Conda](https://anaconda.org/conda-forge/csvkit) (📥 110K · ⏱️ 02.05.2024): ``` - conda install -c conda-forge xlwings + conda install -c conda-forge csvkit ```
-
PDFMiner (🥉26 · ⭐ 4.9K · 💀) - 一个用于从 PDF 文档中抽取信息的工具。MIT +
xlwings (🥉27 · ⭐ 2.8K) - A BSD-licensed library that makes it easy to call Python from.. ❗Unlicensed -- [GitHub](https://github.com/euske/pdfminer) (👨‍💻 28 · 🔀 980 · 📦 3.2K · 📋 240 - 82% open · ⏱️ 18.01.2020): +- [GitHub](https://github.com/xlwings/xlwings) (👨‍💻 65 · 🔀 480 · 📥 18K · 📦 31K · 📋 1.9K - 18% open · ⏱️ 22.04.2024): ``` - git clone https://github.com/euske/pdfminer + git clone https://github.com/ZoomerAnalytics/xlwings ``` -- [PyPi](https://pypi.org/project/pdfminer) (📥 120K / month): +- [PyPi](https://pypi.org/project/xlwings) (📥 150K / month): ``` - pip install pdfminer + pip install xlwings ``` -- [Conda](https://anaconda.org/conda-forge/pdfminer) (📥 24K · ⏱️ 15.02.2021): +- [Conda](https://anaconda.org/conda-forge/xlwings) (📥 750K · ⏱️ 03.04.2024): ``` - conda install -c conda-forge pdfminer + conda install -c conda-forge xlwings ```
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pyexcel (🥉25 · ⭐ 1K) - 一个提供统一 API，用来读写，操作 Excel 文件的库。❗Unlicensed +
pyexcel (🥉27 · ⭐ 1.2K · 💤) - Providing one API for reading, manipulating and writing csv,.. ❗Unlicensed -- [GitHub](https://github.com/pyexcel/pyexcel) (👨‍💻 20 · 🔀 160 · 📥 160 · 📦 2.7K · 📋 200 - 5% open · ⏱️ 06.07.2022): +- [GitHub](https://github.com/pyexcel/pyexcel) (👨‍💻 21 · 🔀 160 · 📥 190 · 📦 4K · 📋 220 - 10% open · ⏱️ 16.07.2023): ``` git clone https://github.com/pyexcel/pyexcel ``` -- [PyPi](https://pypi.org/project/pyexcel) (📥 120K / month): +- [PyPi](https://pypi.org/project/pyexcel) (📥 270K / month): ``` pip install pyexcel ``` -- [Conda](https://anaconda.org/conda-forge/pyexcel) (📥 46K · ⏱️ 13.02.2022): +- [Conda](https://anaconda.org/conda-forge/pyexcel) (📥 66K · ⏱️ 16.06.2023): ``` conda install -c conda-forge pyexcel ```
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Python-Markdown (🥉24 · ⭐ 3K) - John Gruber’s Markdown 的 Python 版实现。❗Unlicensed +
PDFMiner (🥉23 · ⭐ 5.2K · 💀) - A tool for extracting information from PDF documents. MIT -- [GitHub](https://github.com/Python-Markdown/markdown) (👨‍💻 160 · 🔀 730 · 📦 210K · 📋 780 - 3% open · ⏱️ 25.07.2022): +- [GitHub](https://github.com/euske/pdfminer) (👨‍💻 28 · 🔀 1K · 📦 20 · 📋 240 - 82% open · ⏱️ 18.01.2020): ``` - git clone https://github.com/waylan/Python-Markdown + git clone https://github.com/euske/pdfminer ``` -- [PyPi](https://pypi.org/project/Python-Markdown): +- [PyPi](https://pypi.org/project/pdfminer) (📥 220K / month): ``` - pip install Python-Markdown + pip install pdfminer ``` -- [Conda](https://anaconda.org/conda-forge/Python-Markdown): +- [Conda](https://anaconda.org/conda-forge/pdfminer) (📥 37K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge Python-Markdown + conda install -c conda-forge pdfminer ```
-
unoconv (🥉23 · ⭐ 2.3K · 💤) - 在 LibreOffice/OpenOffice 支持的任意文件格式之间进行转换。❗️GPL-2.0 +
unoconv (🥉23 · ⭐ 2.5K · 💀) - Convert between any document format supported by.. ❗️GPL-2.0 -- [GitHub](https://github.com/unoconv/unoconv) (👨‍💻 52 · 🔀 360 · 📦 99 · 📋 480 - 16% open · ⏱️ 12.11.2021): +- [GitHub](https://github.com/unoconv/unoconv) (👨‍💻 52 · 🔀 370 · 📦 170 · 📋 490 - 18% open · ⏱️ 12.11.2021): ``` git clone https://github.com/unoconv/unoconv ``` -- [PyPi](https://pypi.org/project/unoconv) (📥 35K / month): +- [PyPi](https://pypi.org/project/unoconv) (📥 14K / month): ``` pip install unoconv ``` @@ -7446,41 +7462,25 @@ _一些用来解析和操作特殊文本格式的库。_ conda install -c conda-forge unoconv ```
-
python-docx (🥉22 · ⭐ 3.2K · 💀) - 读取，查询以及修改 Microsoft Word 2007/2008 docx 文件。MIT +
python-pptx (🥉23 · ⭐ 2.2K) - Python library for creating and updating PowerPoint (.pptx) files. MIT -- [GitHub](https://github.com/python-openxml/python-docx) (👨‍💻 14 · 🔀 800 · 📋 960 - 47% open · ⏱️ 15.05.2021): - - ``` - git clone https://github.com/python-openxml/python-docx - ``` -- [PyPi](https://pypi.org/project/python-docx) (📥 2.2M / month): - ``` - pip install python-docx - ``` -- [Conda](https://anaconda.org/conda-forge/python-docx) (📥 110K · ⏱️ 27.05.2021): - ``` - conda install -c conda-forge python-docx - ``` -
-
python-pptx (🥉22 · ⭐ 1.6K · 💤) - 可用于创建和修改 ppt 文件的 Python 库。MIT - -- [GitHub](https://github.com/scanny/python-pptx) (👨‍💻 12 · 🔀 350 · 📋 730 - 44% open · ⏱️ 20.09.2021): +- [GitHub](https://github.com/scanny/python-pptx) (👨‍💻 12 · 🔀 460 · 📋 850 - 46% open · ⏱️ 02.11.2023): ``` git clone https://github.com/scanny/python-pptx ``` -- [PyPi](https://pypi.org/project/python-pptx) (📥 1M / month): +- [PyPi](https://pypi.org/project/python-pptx) (📥 1.7M / month): ``` pip install python-pptx ``` -- [Conda](https://anaconda.org/conda-forge/python-pptx) (📥 170K · ⏱️ 21.09.2021): +- [Conda](https://anaconda.org/conda-forge/python-pptx) (📥 260K · ⏱️ 03.11.2023): ``` conda install -c conda-forge python-pptx ```
-
docxtpl (🥉20 · ⭐ 1.3K) - 通过 jinja2 模版编辑 docx 文档。❗️LGPL-2.1 +
docxtpl (🥉20 · ⭐ 1.9K) - Editing a docx document by jinja2 template. ❗️LGPL-2.1 -- [GitHub](https://github.com/elapouya/python-docx-template) (👨‍💻 48 · 🔀 320 · 📦 1.3K · 📋 360 - 17% open · ⏱️ 05.08.2022): +- [GitHub](https://github.com/elapouya/python-docx-template) (👨‍💻 57 · 🔀 360 · 📦 2.6K · 📋 440 - 26% open · ⏱️ 01.05.2024): ``` git clone https://github.com/elapouya/python-docx-template @@ -7494,14 +7494,14 @@ _一些用来解析和操作特殊文本格式的库。_ conda install -c conda-forge python-docx-template ```
-
unp (🥉10 · ⭐ 400 · 💀) - 一个用来方便解包归档文件的命令行工具。❗Unlicensed +
unp (🥉10 · ⭐ 420 · 💀) - A command line tool that can unpack archives easily. ❗Unlicensed -- [GitHub](https://github.com/mitsuhiko/unp) (👨‍💻 2 · 🔀 58 · 📦 10 · 📋 7 - 85% open · ⏱️ 26.08.2014): +- [GitHub](https://github.com/mitsuhiko/unp) (👨‍💻 2 · 🔀 56 · 📦 10 · 📋 7 - 85% open · ⏱️ 26.08.2014): ``` git clone https://github.com/mitsuhiko/unp ``` -- [PyPi](https://pypi.org/project/unp) (📥 31 / month): +- [PyPi](https://pypi.org/project/unp) (📥 67 / month): ``` pip install unp ``` @@ -7512,47 +7512,47 @@ _一些用来解析和操作特殊文本格式的库。_

-## 静态站点生成器 +## Static Site Generator -Back to top +Back to top -_静态站点生成器是一个软件，它把文本和模板作为输入，然后输出 HTML 文件。_ +_Static site generator is a software that takes some text + templates as input and produces HTML files on the output._ -
pelican (🥇32 · ⭐ 11K) - 使用 Markdown 或 ReST 来处理内容， Jinja 2 来制作主题。支持 DVCS, Disqus.。AGPL 许可。❗️AGPL-3.0 +
pelican (🥇31 · ⭐ 12K) - Static site generator that supports Markdown and reST syntax. ❗️AGPL-3.0 -- [GitHub](https://github.com/getpelican/pelican) (👨‍💻 430 · 🔀 1.7K · 📥 640 · 📦 6K · 📋 1.6K - 3% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/getpelican/pelican) (👨‍💻 460 · 🔀 1.8K · 📥 1.1K · 📦 7.8K · 📋 1.7K - 1% open · ⏱️ 19.04.2024): ``` git clone https://github.com/getpelican/pelican ``` -- [PyPi](https://pypi.org/project/pelican) (📥 14K / month): +- [PyPi](https://pypi.org/project/pelican) (📥 25K / month): ``` pip install pelican ``` -- [Conda](https://anaconda.org/conda-forge/pelican) (📥 120K · ⏱️ 11.07.2022): +- [Conda](https://anaconda.org/conda-forge/pelican) (📥 150K · ⏱️ 27.11.2023): ``` conda install -c conda-forge pelican ```
-
nikola (🥈29 · ⭐ 2.3K) - 一个静态网站和博客生成器。MIT +
nikola (🥈29 · ⭐ 2.6K) - A static website and blog generator. MIT -- [GitHub](https://github.com/getnikola/nikola) (👨‍💻 230 · 🔀 350 · 📦 440 · 📋 2.1K - 2% open · ⏱️ 02.08.2022): +- [GitHub](https://github.com/getnikola/nikola) (👨‍💻 240 · 🔀 370 · 📥 120 · 📦 510 · 📋 2.2K - 2% open · ⏱️ 07.05.2024): ``` git clone https://github.com/getnikola/nikola ``` -- [PyPi](https://pypi.org/project/nikola) (📥 2K / month): +- [PyPi](https://pypi.org/project/nikola) (📥 2.5K / month): ``` pip install nikola ``` -- [Conda](https://anaconda.org/conda-forge/nikola) (📥 5.1K · ⏱️ 24.05.2022): +- [Conda](https://anaconda.org/conda-forge/nikola) (📥 11K · ⏱️ 16.06.2023): ``` conda install -c conda-forge nikola ```
-
mkdocs (🥉28 · ⭐ 15K) - 对 Markdown 友好的文档生成器。BSD-2 +
mkdocs (🥉28 · ⭐ 18K) - Markdown friendly documentation generator. BSD-2 -- [GitHub](https://github.com/mkdocs/mkdocs) (🔀 2K · 📦 24K · 📋 1.7K - 6% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/mkdocs/mkdocs) (🔀 2.3K · 📦 61K · 📋 2K - 2% open · ⏱️ 04.05.2024): ``` git clone https://github.com/mkdocs/mkdocs/ @@ -7562,30 +7562,30 @@ _静态站点生成器是一个软件，它把文本和模板作为输入，然 conda install -c conda-forge ```
-
lektor (🥉23 · ⭐ 3.6K) - 一个简单易用的静态 CMS 和博客引擎。BSD-3 +
lektor (🥉27 · ⭐ 3.8K) - An easy to use static CMS and blog engine. BSD-3 -- [GitHub](https://github.com/lektor/lektor) (👨‍💻 92 · 🔀 290 · 📥 7K · 📋 590 - 36% open · ⏱️ 03.08.2022): +- [GitHub](https://github.com/lektor/lektor) (👨‍💻 94 · 🔀 300 · 📥 7.1K · 📦 450 · 📋 650 - 34% open · ⏱️ 27.02.2024): ``` git clone https://github.com/lektor/lektor ``` -- [PyPi](https://pypi.org/project/lektor) (📥 2.9K / month): +- [PyPi](https://pypi.org/project/lektor) (📥 4.1K / month): ``` pip install lektor ``` -- [Conda](https://anaconda.org/conda-forge/lektor) (📥 55K · ⏱️ 28.07.2022): +- [Conda](https://anaconda.org/conda-forge/lektor) (📥 69K · ⏱️ 05.03.2024): ``` conda install -c conda-forge lektor ```
-
makesite (🥉15 · ⭐ 1.6K · 💀) - 简单轻量的站点/博客生成器 (小于 130 行代码)。MIT +
makesite (🥉15 · ⭐ 1.8K · 💀) - Simple, lightweight, and magic-free static site/blog generator ( 130.. MIT -- [GitHub](https://github.com/sunainapai/makesite) (👨‍💻 8 · 🔀 260 · 📋 13 - 38% open · ⏱️ 03.01.2021): +- [GitHub](https://github.com/sunainapai/makesite) (👨‍💻 8 · 🔀 290 · 📋 16 - 43% open · ⏱️ 12.10.2022): ``` git clone https://github.com/sunainapai/makesite ``` -- [PyPi](https://pypi.org/project/makesite) (📥 140 / month): +- [PyPi](https://pypi.org/project/makesite) (📥 420 / month): ``` pip install makesite ``` @@ -7596,94 +7596,94 @@ _静态站点生成器是一个软件，它把文本和模板作为输入，然

-## 标记 +## Tagging -Back to top +Back to top -_用来进行标记的库。_ +_Libraries for tagging items._ -
django-taggit (🥇22 · ⭐ 2.9K) - 简单的 Django 标记工具。BSD-3 +
django-taggit (🥇24 · ⭐ 3.2K) - Simple tagging for Django. BSD-3 -- [GitHub](https://github.com/jazzband/django-taggit) (👨‍💻 140 · 🔀 560 · 📋 390 - 18% open · ⏱️ 09.08.2022): +- [GitHub](https://github.com/jazzband/django-taggit) (👨‍💻 150 · 🔀 570 · 📋 430 - 20% open · ⏱️ 07.03.2024): ``` git clone https://github.com/jazzband/django-taggit ``` -- [PyPi](https://pypi.org/project/django-taggit) (📥 340K / month): +- [PyPi](https://pypi.org/project/django-taggit) (📥 690K / month): ``` pip install django-taggit ``` -- [Conda](https://anaconda.org/conda-forge/django-taggit) (📥 96K · ⏱️ 02.05.2022): +- [Conda](https://anaconda.org/conda-forge/django-taggit) (📥 120K · ⏱️ 29.10.2023): ``` conda install -c conda-forge django-taggit ```

-## 队列 +## Task Queues -Back to top +Back to top -_处理事件以及任务队列的库。_ +_Libraries for working with task queues._ -🔗 celery - 一个异步任务队列/作业队列，基于分布式消息传递 +🔗 celery - An asynchronous task queue/job queue based on distributed message passing. -
rq (🥇32 · ⭐ 8.5K) - 简单的 Python 作业队列。❗Unlicensed +
rq (🥇33 · ⭐ 9.5K) - Simple job queues for Python. ❗Unlicensed -- [GitHub](https://github.com/rq/rq) (👨‍💻 270 · 🔀 1.3K · 📦 11K · 📋 980 - 19% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/rq/rq) (👨‍💻 310 · 🔀 1.4K · 📦 16K · 📋 1.1K - 15% open · ⏱️ 02.05.2024): ``` git clone https://github.com/rq/rq ``` -- [PyPi](https://pypi.org/project/rq) (📥 680K / month): +- [PyPi](https://pypi.org/project/rq) (📥 1.4M / month): ``` pip install rq ``` -- [Conda](https://anaconda.org/conda-forge/rq) (📥 76K · ⏱️ 30.06.2021): +- [Conda](https://anaconda.org/conda-forge/rq) (📥 100K · ⏱️ 26.03.2024): ``` conda install -c conda-forge rq ```
-
huey (🥈28 · ⭐ 4.2K) - 小型多线程任务队列。MIT +
huey (🥈28 · ⭐ 4.9K) - Little multi-threaded task queue. MIT -- [GitHub](https://github.com/coleifer/huey) (👨‍💻 66 · 🔀 340 · 📦 980 · ⏱️ 18.08.2022): +- [GitHub](https://github.com/coleifer/huey) (👨‍💻 67 · 🔀 360 · 📦 1.5K · ⏱️ 04.04.2024): ``` git clone https://github.com/coleifer/huey ``` -- [PyPi](https://pypi.org/project/huey) (📥 89K / month): +- [PyPi](https://pypi.org/project/huey) (📥 100K / month): ``` pip install huey ``` -- [Conda](https://anaconda.org/conda-forge/huey) (📥 26K · ⏱️ 16.10.2019): +- [Conda](https://anaconda.org/conda-forge/huey) (📥 34K · ⏱️ 16.06.2023): ``` conda install -c conda-forge huey ```
-
dramatiq (🥉27 · ⭐ 3.2K) - A fast and reliable background task processing library for Python.. ❗️LGPL-3.0 +
dramatiq (🥈28 · ⭐ 4.1K) - A fast and reliable background task processing library for Python.. ❗️LGPL-3.0 -- [GitHub](https://github.com/Bogdanp/dramatiq) (👨‍💻 83 · 🔀 230 · 📥 33 · 📦 500 · 📋 290 - 9% open · ⏱️ 23.07.2022): +- [GitHub](https://github.com/Bogdanp/dramatiq) (👨‍💻 110 · 🔀 280 · 📥 40 · 📦 1.1K · 📋 360 - 10% open · ⏱️ 08.05.2024): ``` git clone https://github.com/Bogdanp/dramatiq ``` -- [PyPi](https://pypi.org/project/dramatiq) (📥 110K / month): +- [PyPi](https://pypi.org/project/dramatiq) (📥 230K / month): ``` pip install dramatiq ``` -- [Conda](https://anaconda.org/conda-forge/dramatiq) (📥 33K · ⏱️ 03.04.2022): +- [Conda](https://anaconda.org/conda-forge/dramatiq) (📥 54K · ⏱️ 25.01.2024): ``` conda install -c conda-forge dramatiq ```
-
mrq (🥉19 · ⭐ 870 · 💀) - 一个 Python 的分布式 worker 任务队列， 使用 Redis 和 gevent。MIT +
mrq (🥉19 · ⭐ 880 · 💀) - A distributed worker task queue in Python using Redis & gevent. MIT -- [GitHub](https://github.com/pricingassistant/mrq) (👨‍💻 40 · 🔀 110 · 📦 29 · 📋 170 - 30% open · ⏱️ 13.12.2020): +- [GitHub](https://github.com/pricingassistant/mrq) (👨‍💻 40 · 🔀 120 · 📦 32 · 📋 170 - 30% open · ⏱️ 13.12.2020): ``` git clone https://github.com/pricingassistant/mrq ``` -- [PyPi](https://pypi.org/project/mrq) (📥 130 / month): +- [PyPi](https://pypi.org/project/mrq) (📥 360 / month): ``` pip install mrq ``` @@ -7694,24 +7694,24 @@ _处理事件以及任务队列的库。_

-## 模板引擎 +## Template Engine -Back to top +Back to top -_模板生成和词法解析的库和工具。_ +_Libraries and tools for templating and lexing._ -🔗 Genshi - Python 模板工具，用以生成 web 感知的结果。 +🔗 Genshi - Python templating toolkit for generation of web-aware output. -🔗 Mako - Python 平台的超高速轻量级模板。 +🔗 Mako - Hyperfast and lightweight templating for the Python platform. -
Jinja2 (🥇24 · ⭐ 8.7K) - 一个现代的，对设计师友好的模板引擎。BSD-3 +
Jinja2 (🥇25 · ⭐ 10K) - A modern and designer friendly templating language. BSD-3 -- [GitHub](https://github.com/pallets/jinja) (👨‍💻 300 · 🔀 1.4K · 📥 53K · 📋 900 - 4% open · ⏱️ 02.08.2022): +- [GitHub](https://github.com/pallets/jinja) (👨‍💻 310 · 🔀 1.5K · 📥 56K · 📦 21 · 📋 1K - 6% open · ⏱️ 06.05.2024): ``` git clone https://github.com/pallets/jinja ``` -- [PyPi](https://pypi.org/project/jinja) (📥 7.3K / month): +- [PyPi](https://pypi.org/project/jinja) (📥 5.6K / month): ``` pip install jinja ``` @@ -7722,326 +7722,326 @@ _模板生成和词法解析的库和工具。_

-## 测试 +## Testing -Back to top +Back to top -_进行代码库测试和生成测试数据的库。_ +_Libraries for testing codebases and generating test data._ -🔗 pytest - 一个成熟的全功能 Python 测试工具。 +🔗 pytest - A mature full-featured Python testing tool. -🔗 unittest - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 unittest - (Python standard library) Unit testing framework. -🔗 mamba - Python 的终极测试工具， 拥护 BDD。 +🔗 mamba - The definitive testing tool for Python. Born under the banner of BDD. -🔗 tox - 自动化测试与发布的工具，支持多个 Python 版本。 +🔗 tox - Auto builds and tests distributions in multiple Python versions. -🔗 Selenium - Selenium WebDriver 的 Python 绑定。 +🔗 Selenium - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. -🔗 doublex - Python 的一个功能强大的 doubles 测试框架。 +🔗 doublex - Powerful test doubles framework for Python. -🔗 mock - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 mock - (Python standard library) A mocking and patching library. -🔗 coverage - 代码覆盖率测量。 +🔗 coverage - Code coverage measurement. -🔗 radar - 生成随机的日期/时间。 +🔗 radar - Generate random datetime / time. -
faker (🥇37 · ⭐ 15K) - 一个 Python 库，用来生成伪数据。MIT +
faker (🥇38 · ⭐ 17K) - A Python package that generates fake data. MIT -- [GitHub](https://github.com/joke2k/faker) (👨‍💻 470 · 🔀 1.6K · 📦 67K · 📋 580 - 2% open · ⏱️ 17.08.2022): +- [GitHub](https://github.com/joke2k/faker) (👨‍💻 580 · 🔀 1.8K · 📦 210K · 📋 710 - 1% open · ⏱️ 08.05.2024): ``` git clone https://github.com/joke2k/faker ``` -- [PyPi](https://pypi.org/project/faker) (📥 6.6M / month): +- [PyPi](https://pypi.org/project/faker) (📥 15M / month): ``` pip install faker ``` -- [Conda](https://anaconda.org/conda-forge/faker) (📥 620K · ⏱️ 18.08.2022): +- [Conda](https://anaconda.org/conda-forge/faker) (📥 920K · ⏱️ 09.05.2024): ``` conda install -c conda-forge faker ```
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Robot Framework (🥇35 · ⭐ 7.2K) - 一个通用的自动化测试框架。Apache-2 +
Robot Framework (🥇35 · ⭐ 9.1K) - A generic test automation framework. Apache-2 -- [GitHub](https://github.com/robotframework/robotframework) (👨‍💻 170 · 🔀 2K · 📥 540 · 📦 5.8K · 📋 3.9K - 5% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/robotframework/robotframework) (👨‍💻 200 · 🔀 2.2K · 📥 550 · 📦 10K · 📋 4.4K - 6% open · ⏱️ 26.04.2024): ``` git clone https://github.com/robotframework/robotframework ``` -- [PyPi](https://pypi.org/project/robotframework) (📥 1.4M / month): +- [PyPi](https://pypi.org/project/robotframework) (📥 2.6M / month): ``` pip install robotframework ``` -- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 90K · ⏱️ 17.05.2022): +- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 180K · ⏱️ 11.01.2024): ``` conda install -c conda-forge robotframework ```
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hypothesis (🥇32 · ⭐ 6.2K) - Hypothesis 是一个基于先进的 Quickcheck 风格特性的测试库。❗Unlicensed +
responses (🥇33 · ⭐ 4.1K) - A utility library for mocking out the requests Python library. Apache-2 -- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨‍💻 290 · 🔀 500 · 📦 14K · 📋 1.3K - 2% open · ⏱️ 20.08.2022): +- [GitHub](https://github.com/getsentry/responses) (👨‍💻 130 · 🔀 330 · 📥 290 · 📦 37K · 📋 300 - 2% open · ⏱️ 08.05.2024): ``` - git clone https://github.com/HypothesisWorks/hypothesis + git clone https://github.com/getsentry/responses ``` -- [PyPi](https://pypi.org/project/hypothesis) (📥 3.4M / month): +- [PyPi](https://pypi.org/project/responses) (📥 20M / month): ``` - pip install hypothesis + pip install responses ``` -- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 6.1M · ⏱️ 20.08.2022): +- [Conda](https://anaconda.org/conda-forge/responses) (📥 2.2M · ⏱️ 14.02.2024): ``` - conda install -c conda-forge hypothesis + conda install -c conda-forge responses ```
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responses (🥇32 · ⭐ 3.7K) - 伪造 Python 中的 requests 库的一个通用库。Apache-2 +
PyAutoGUI (🥈32 · ⭐ 9.6K · 💤) - PyAutoGUI is a cross-platform GUI automation Python module for.. BSD-3 -- [GitHub](https://github.com/getsentry/responses) (👨‍💻 110 · 🔀 280 · 📥 65 · 📦 15K · 📋 240 - 0% open · ⏱️ 15.08.2022): +- [GitHub](https://github.com/asweigart/pyautogui) (👨‍💻 52 · 🔀 1.2K · 📦 34K · 📋 690 - 66% open · ⏱️ 07.06.2023): ``` - git clone https://github.com/getsentry/responses + git clone https://github.com/asweigart/pyautogui ``` -- [PyPi](https://pypi.org/project/responses) (📥 8.1M / month): +- [PyPi](https://pypi.org/project/pyautogui) (📥 780K / month): ``` - pip install responses + pip install pyautogui ``` -- [Conda](https://anaconda.org/conda-forge/responses) (📥 1.1M · ⏱️ 26.05.2022): +- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 220K · ⏱️ 16.10.2023): ``` - conda install -c conda-forge responses + conda install -c conda-forge pyautogui ```
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splinter (🥇32 · ⭐ 2.5K) - 开源的 web 应用测试工具。BSD-3 +
hypothesis (🥈32 · ⭐ 7.3K) - Hypothesis is an advanced Quickcheck style property based.. ❗Unlicensed -- [GitHub](https://github.com/cobrateam/splinter) (👨‍💻 170 · 🔀 500 · 📦 5.7K · 📋 510 - 8% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨‍💻 330 · 🔀 570 · 📦 27K · 📋 1.5K - 2% open · ⏱️ 06.05.2024): ``` - git clone https://github.com/cobrateam/splinter + git clone https://github.com/HypothesisWorks/hypothesis ``` -- [PyPi](https://pypi.org/project/splinter) (📥 92K / month): +- [PyPi](https://pypi.org/project/hypothesis) (📥 8.8M / month): ``` - pip install splinter + pip install hypothesis ``` -- [Conda](https://anaconda.org/conda-forge/splinter): +- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 8.7M · ⏱️ 07.05.2024): ``` - conda install -c conda-forge splinter + conda install -c conda-forge hypothesis ```
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VCR.py (🥈31 · ⭐ 2.3K) - 在你的测试中记录和重放 HTTP 交互。MIT +
VCR.py (🥈32 · ⭐ 2.6K) - Record and replay HTTP interactions on your tests. MIT -- [GitHub](https://github.com/kevin1024/vcrpy) (👨‍💻 120 · 🔀 290 · 📦 4.1K · 📋 340 - 24% open · ⏱️ 04.08.2022): +- [GitHub](https://github.com/kevin1024/vcrpy) (👨‍💻 140 · 🔀 360 · 📦 8.6K · 📋 380 - 24% open · ⏱️ 11.03.2024): ``` git clone https://github.com/kevin1024/vcrpy ``` -- [PyPi](https://pypi.org/project/vcrpy) (📥 1.7M / month): +- [PyPi](https://pypi.org/project/vcrpy) (📥 1.3M / month): ``` pip install vcrpy ``` -- [Conda](https://anaconda.org/conda-forge/vcrpy) (📥 260K · ⏱️ 30.06.2022): +- [Conda](https://anaconda.org/conda-forge/vcrpy) (📥 340K · ⏱️ 07.02.2024): ``` conda install -c conda-forge vcrpy ```
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locust (🥈29 · ⭐ 20K) - 使用 Python 编写的，可扩展的用户加载测试工具。MIT +
splinter (🥈31 · ⭐ 2.7K) - Open source tool for testing web applications. BSD-3 + +- [GitHub](https://github.com/cobrateam/splinter) (👨‍💻 180 · 🔀 490 · 📦 6.7K · 📋 520 - 7% open · ⏱️ 06.05.2024): + + ``` + git clone https://github.com/cobrateam/splinter + ``` +- [PyPi](https://pypi.org/project/splinter) (📥 140K / month): + ``` + pip install splinter + ``` +- [Conda](https://anaconda.org/conda-forge/splinter): + ``` + conda install -c conda-forge splinter + ``` +
+
locust (🥈30 · ⭐ 24K) - Scalable user load testing tool written in Python. MIT -- [GitHub](https://github.com/locustio/locust) (👨‍💻 260 · 🔀 2.4K · 📋 1.3K - 0% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/locustio/locust) (👨‍💻 330 · 🔀 2.8K · 📦 4 · 📋 1.6K - 2% open · ⏱️ 08.05.2024): ``` git clone https://github.com/locustio/locust ``` -- [PyPi](https://pypi.org/project/locust) (📥 1M / month): +- [PyPi](https://pypi.org/project/locust) (📥 1.7M / month): ``` pip install locust ``` -- [Conda](https://anaconda.org/conda-forge/locust) (📥 70K · ⏱️ 25.08.2022): +- [Conda](https://anaconda.org/conda-forge/locust) (📥 150K · ⏱️ 06.05.2024): ``` conda install -c conda-forge locust ```
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PyAutoGUI (🥈29 · ⭐ 7K · 💤) - PyAutoGUI 是一个人性化的跨平台 GUI 自动测试模块。BSD-3 +
mimesis (🥈30 · ⭐ 4.3K) - is a Python library that help you generate fake data. MIT -- [GitHub](https://github.com/asweigart/pyautogui) (👨‍💻 51 · 🔀 910 · 📦 17K · 📋 580 - 63% open · ⏱️ 14.09.2021): +- [GitHub](https://github.com/lk-geimfari/mimesis) (👨‍💻 120 · 🔀 320 · 📥 570 · 📦 1.7K · 📋 350 - 2% open · ⏱️ 27.04.2024): ``` - git clone https://github.com/asweigart/pyautogui + git clone https://github.com/lk-geimfari/mimesis ``` -- [PyPi](https://pypi.org/project/pyautogui) (📥 550K / month): +- [PyPi](https://pypi.org/project/mimesis) (📥 320K / month): ``` - pip install pyautogui + pip install mimesis ``` -- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 160K · ⏱️ 11.11.2021): +- [Conda](https://anaconda.org/conda-forge/mimesis) (📥 190K · ⏱️ 24.01.2024): ``` - conda install -c conda-forge pyautogui + conda install -c conda-forge mimesis ```
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httpretty (🥈28 · ⭐ 2K · 💤) - Python 的 HTTP 请求 mock 工具。MIT +
Schemathesis (🥉28 · ⭐ 2.1K) - A tool for automatic property-based testing of web applications.. MIT -- [GitHub](https://github.com/gabrielfalcao/HTTPretty) (👨‍💻 100 · 🔀 240 · 📦 6.4K · 📋 230 - 39% open · ⏱️ 05.11.2021): +- [GitHub](https://github.com/schemathesis/schemathesis) (👨‍💻 62 · 🔀 140 · 📦 320 · 📋 810 - 8% open · ⏱️ 09.05.2024): ``` - git clone https://github.com/gabrielfalcao/HTTPretty + git clone https://github.com/kiwicom/schemathesis ``` -- [PyPi](https://pypi.org/project/HTTPretty) (📥 530K / month): +- [PyPi](https://pypi.org/project/schemathesis) (📥 170K / month): ``` - pip install HTTPretty + pip install schemathesis ``` -- [Conda](https://anaconda.org/conda-forge/HTTPretty) (📥 210K · ⏱️ 16.08.2021): +- [Conda](https://anaconda.org/conda-forge/schemathesis) (📥 15K · ⏱️ 29.04.2024): ``` - conda install -c conda-forge HTTPretty + conda install -c conda-forge schemathesis ```
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mimesis (🥉25 · ⭐ 3.7K) - 一个帮助你生成伪数据的 Python 库。MIT +
httpretty (🥉27 · ⭐ 2.1K · 💀) - HTTP request mock tool for Python. MIT -- [GitHub](https://github.com/lk-geimfari/mimesis) (👨‍💻 110 · 🔀 290 · 📥 350 · 📋 300 - 0% open · ⏱️ 19.08.2022): +- [GitHub](https://github.com/gabrielfalcao/HTTPretty) (👨‍💻 100 · 🔀 260 · 📦 15K · 📋 250 - 41% open · ⏱️ 16.10.2022): ``` - git clone https://github.com/lk-geimfari/mimesis + git clone https://github.com/gabrielfalcao/HTTPretty ``` -- [PyPi](https://pypi.org/project/mimesis) (📥 170K / month): +- [PyPi](https://pypi.org/project/HTTPretty) (📥 610K / month): ``` - pip install mimesis + pip install HTTPretty ``` -- [Conda](https://anaconda.org/conda-forge/mimesis) (📥 38K · ⏱️ 08.08.2022): +- [Conda](https://anaconda.org/conda-forge/HTTPretty) (📥 380K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge mimesis + conda install -c conda-forge HTTPretty ```
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freezegun (🥉24 · ⭐ 3.4K) - 通过伪造日期模块来生成不同的时间。Apache-2 +
freezegun (🥉26 · ⭐ 4K) - Travel through time by mocking the datetime module. Apache-2 -- [GitHub](https://github.com/spulec/freezegun) (👨‍💻 110 · 🔀 220 · 📋 260 - 33% open · ⏱️ 12.08.2022): +- [GitHub](https://github.com/spulec/freezegun) (👨‍💻 120 · 🔀 260 · 📥 18 · 📋 310 - 35% open · ⏱️ 08.05.2024): ``` git clone https://github.com/spulec/freezegun ``` -- [PyPi](https://pypi.org/project/freezegun) (📥 5.2M / month): +- [PyPi](https://pypi.org/project/freezegun) (📥 11M / month): ``` pip install freezegun ``` -- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 420K · ⏱️ 12.08.2022): +- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 1.5M · ⏱️ 24.04.2024): ``` conda install -c conda-forge freezegun ```
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factory_boy (🥉23 · ⭐ 2.9K) - A test fixtures replacement for Python. MIT +
factory_boy (🥉24 · ⭐ 3.4K) - A test fixtures replacement for Python. MIT -- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨‍💻 120 · 🔀 340 · 📋 520 - 30% open · ⏱️ 17.08.2022): +- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨‍💻 130 · 🔀 370 · 📋 570 - 27% open · ⏱️ 25.04.2024): ``` git clone https://github.com/FactoryBoy/factory_boy ``` -- [PyPi](https://pypi.org/project/factory_boy) (📥 2.2M / month): +- [PyPi](https://pypi.org/project/factory_boy) (📥 4.2M / month): ``` pip install factory_boy ``` -- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 110K · ⏱️ 26.10.2021): +- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 140K · ⏱️ 19.07.2023): ``` conda install -c conda-forge factory_boy ```
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Schemathesis (🥉23 · ⭐ 1.4K) - 基于属性的自动测试工具，用于测试使用 Open API / Swagger 规范构建的 Web 应用程序。MIT +
green (🥉24 · ⭐ 780) - A clean, colorful test runner. MIT -- [GitHub](https://github.com/schemathesis/schemathesis) (👨‍💻 47 · 🔀 100 · 📋 660 - 15% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/CleanCut/green) (👨‍💻 40 · 🔀 74 · 📦 1.2K · 📋 190 - 3% open · ⏱️ 25.04.2024): ``` - git clone https://github.com/kiwicom/schemathesis + git clone https://github.com/CleanCut/green ``` -- [PyPi](https://pypi.org/project/schemathesis) (📥 56K / month): +- [PyPi](https://pypi.org/project/green) (📥 14K / month): ``` - pip install schemathesis + pip install green ``` -- [Conda](https://anaconda.org/conda-forge/schemathesis) (📥 270 · ⏱️ 20.08.2022): +- [Conda](https://anaconda.org/conda-forge/green) (📥 140K · ⏱️ 28.09.2023): ``` - conda install -c conda-forge schemathesis + conda install -c conda-forge green ```
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nose2 (🥉23 · ⭐ 720) - The successor to `nose`, based on `unittest2`. ❗Unlicensed +
nose2 (🥉24 · ⭐ 780) - The successor to `nose`, based on `unittest2`. ❗Unlicensed -- [GitHub](https://github.com/nose-devs/nose2) (👨‍💻 74 · 🔀 130 · 📦 5.1K · 📋 260 - 18% open · ⏱️ 22.08.2022): +- [GitHub](https://github.com/nose-devs/nose2) (👨‍💻 79 · 🔀 130 · 📦 25K · 📋 270 - 18% open · ⏱️ 09.05.2024): ``` git clone https://github.com/nose-devs/nose2 ``` -- [PyPi](https://pypi.org/project/nose2) (📥 600K / month): +- [PyPi](https://pypi.org/project/nose2) (📥 810K / month): ``` pip install nose2 ``` -- [Conda](https://anaconda.org/conda-forge/nose2) (📥 63K · ⏱️ 02.02.2020): +- [Conda](https://anaconda.org/conda-forge/nose2) (📥 130K · ⏱️ 16.06.2023): ``` conda install -c conda-forge nose2 ```
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sixpack (🥉21 · ⭐ 1.7K · 💀) - 一个和语言无关的 A/B 测试框架。BSD-2 +
model_mommy (🥉22 · ⭐ 900 · 💀) - Creating random fixtures for testing in Django. ❗Unlicensed -- [GitHub](https://github.com/sixpack/sixpack) (👨‍💻 56 · 🔀 190 · 📦 10 · 📋 190 - 35% open · ⏱️ 26.08.2020): +- [GitHub](https://github.com/berinhard/model_mommy) (👨‍💻 100 · 🔀 140 · 📦 390 · ⏱️ 21.10.2019): ``` - git clone https://github.com/seatgeek/sixpack + git clone https://github.com/vandersonmota/model_mommy ``` -- [PyPi](https://pypi.org/project/sixpack) (📥 62 / month): +- [PyPi](https://pypi.org/project/model_mommy) (📥 120K / month): ``` - pip install sixpack + pip install model_mommy ``` -- [Conda](https://anaconda.org/conda-forge/sixpack): +- [Conda](https://anaconda.org/conda-forge/model_mommy): ``` - conda install -c conda-forge sixpack + conda install -c conda-forge model_mommy ```
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green (🥉21 · ⭐ 740) - 干净，多彩的测试工具。MIT +
sixpack (🥉21 · ⭐ 1.8K · 💀) - A language-agnostic A/B Testing framework. BSD-2 -- [GitHub](https://github.com/CleanCut/green) (👨‍💻 38 · 🔀 73 · 📦 710 · 📋 170 - 2% open · ⏱️ 26.07.2022): +- [GitHub](https://github.com/sixpack/sixpack) (👨‍💻 56 · 🔀 180 · 📦 11 · 📋 200 - 34% open · ⏱️ 26.08.2020): ``` - git clone https://github.com/CleanCut/green + git clone https://github.com/seatgeek/sixpack ``` -- [PyPi](https://pypi.org/project/green) (📥 12K / month): +- [PyPi](https://pypi.org/project/sixpack) (📥 220 / month): ``` - pip install green + pip install sixpack ``` -- [Conda](https://anaconda.org/conda-forge/green) (📥 100K · ⏱️ 21.03.2022): +- [Conda](https://anaconda.org/conda-forge/sixpack): ``` - conda install -c conda-forge green + conda install -c conda-forge sixpack ```
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httmock (🥉20 · ⭐ 440 · 💀) - 针对 Python 2.6+ 和 3.2+ 生成 伪造请求的库。❗Unlicensed +
httmock (🥉21 · ⭐ 460 · 💀) - A mocking library for requests for Python 2.6+ and 3.2+. ❗Unlicensed -- [GitHub](https://github.com/patrys/httmock) (👨‍💻 29 · 🔀 49 · 📦 1.7K · 📋 26 - 42% open · ⏱️ 28.10.2020): +- [GitHub](https://github.com/patrys/httmock) (👨‍💻 29 · 🔀 50 · 📦 2.6K · 📋 27 - 44% open · ⏱️ 28.10.2020): ``` git clone https://github.com/patrys/httmock ``` -- [PyPi](https://pypi.org/project/httmock) (📥 170K / month): +- [PyPi](https://pypi.org/project/httmock) (📥 1.4M / month): ``` pip install httmock ``` -- [Conda](https://anaconda.org/conda-forge/httmock) (📥 6.4K · ⏱️ 23.10.2017): +- [Conda](https://anaconda.org/conda-forge/httmock) (📥 9.7K · ⏱️ 16.06.2023): ``` conda install -c conda-forge httmock ```
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mocket (🥉20 · ⭐ 240) - gevent/asyncio/SSL 支持的 socket mock 框架。BSD-3 +
fake2db (🥉18 · ⭐ 2.3K · 💀) - Fake database generator. ❗️GPL-2.0 -- [GitHub](https://github.com/mindflayer/python-mocket) (👨‍💻 22 · 🔀 39 · 📦 69 · ⏱️ 24.08.2022): - - ``` - git clone https://github.com/mindflayer/python-mocket - ``` -- [PyPi](https://pypi.org/project/python-mocket): - ``` - pip install python-mocket - ``` -- [Conda](https://anaconda.org/conda-forge/python-mocket): - ``` - conda install -c conda-forge python-mocket - ``` -
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fake2db (🥉18 · ⭐ 2.1K · 💀) - 伪数据库生成器。❗️GPL-2.0 - -- [GitHub](https://github.com/emirozer/fake2db) (👨‍💻 18 · 🔀 110 · 📦 20 · 📋 22 - 31% open · ⏱️ 25.11.2019): +- [GitHub](https://github.com/emirozer/fake2db) (👨‍💻 18 · 🔀 120 · 📦 25 · 📋 22 - 31% open · ⏱️ 25.11.2019): ``` git clone https://github.com/emirozer/fake2db ``` -- [PyPi](https://pypi.org/project/fake2db) (📥 300 / month): +- [PyPi](https://pypi.org/project/fake2db) (📥 160 / month): ``` pip install fake2db ``` @@ -8050,55 +8050,55 @@ _进行代码库测试和生成测试数据的库。_ conda install -c conda-forge fake2db ```
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model_mommy (🥉18 · ⭐ 920 · 💀) - Creating random fixtures for testing in Django. ❗Unlicensed +
mocket (🥉18 · ⭐ 270) - A socket mock framework with gevent/asyncio/SSL support. BSD-3 -- [GitHub](https://github.com/berinhard/model_mommy) (👨‍💻 100 · 🔀 140 · ⏱️ 21.10.2019): +- [GitHub](https://github.com/mindflayer/python-mocket) (👨‍💻 27 · 🔀 40 · 📦 95 · 📋 78 - 3% open · ⏱️ 08.05.2024): ``` - git clone https://github.com/vandersonmota/model_mommy + git clone https://github.com/mindflayer/python-mocket ``` -- [PyPi](https://pypi.org/project/model_mommy) (📥 76K / month): +- [PyPi](https://pypi.org/project/python-mocket): ``` - pip install model_mommy + pip install python-mocket ``` -- [Conda](https://anaconda.org/conda-forge/model_mommy): +- [Conda](https://anaconda.org/conda-forge/python-mocket): ``` - conda install -c conda-forge model_mommy + conda install -c conda-forge python-mocket ```
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mixer (🥉17 · ⭐ 850) - 另外一个测试固件 (test fixtures) 替代库，支持 Django, Flask, SQLAlchemy, Peewee 等。❗Unlicensed +
mixer (🥉17 · ⭐ 930 · 💀) - Another fixtures replacement. Supports Django, Flask,.. ❗Unlicensed -- [GitHub](https://github.com/klen/mixer) (👨‍💻 43 · 🔀 89 · 📋 82 - 40% open · ⏱️ 23.03.2022): +- [GitHub](https://github.com/klen/mixer) (👨‍💻 43 · 🔀 93 · 📋 86 - 43% open · ⏱️ 23.03.2022): ``` git clone https://github.com/klen/mixer ``` -- [PyPi](https://pypi.org/project/mixer) (📥 77K / month): +- [PyPi](https://pypi.org/project/mixer) (📥 120K / month): ``` pip install mixer ``` -- [Conda](https://anaconda.org/conda-forge/mixer): +- [Conda](https://anaconda.org/conda-forge/mixer) (📥 340 · ⏱️ 29.08.2023): ``` conda install -c conda-forge mixer ```

-## 文本处理 +## Text Processing -Back to top +Back to top -_用于解析和操作文本的库。_ +_Libraries for parsing and manipulating plain texts._ -🔗 difflib - （Python 标准库）将文件名映射为 MIME 类型。 +🔗 difflib - (Python standard library) Helpers for computing deltas. -🔗 unidecode - Unicode 文本的 ASCII 转换形式 。 +🔗 unidecode - ASCII transliterations of Unicode text. -🔗 pygments - 通用语法高亮工具。 +🔗 pygments - A generic syntax highlighter. -
pyparsing (🥇35 · ⭐ 1.6K) - 生成通用解析器的框架。MIT +
pyparsing (🥇37 · ⭐ 2.1K) - A general purpose framework for generating parsers. MIT -- [GitHub](https://github.com/pyparsing/pyparsing) (👨‍💻 50 · 🔀 220 · 📥 7.2K · 📦 570K · 📋 270 - 11% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/pyparsing/pyparsing) (👨‍💻 66 · 🔀 270 · 📥 10K · 📦 980K · 📋 330 - 10% open · ⏱️ 08.05.2024): ``` git clone https://github.com/pyparsing/pyparsing @@ -8107,190 +8107,190 @@ _用于解析和操作文本的库。_ ``` pip install pyparsing ``` -- [Conda](https://anaconda.org/conda-forge/pyparsing) (📥 26M · ⏱️ 14.07.2022): +- [Conda](https://anaconda.org/conda-forge/pyparsing) (📥 44M · ⏱️ 06.03.2024): ``` conda install -c conda-forge pyparsing ```
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fuzzywuzzy (🥇30 · ⭐ 8.7K · 💤) - 模糊字符串匹配。❗️GPL-2.0 +
sqlparse (🥇35 · ⭐ 3.6K) - A non-validating SQL parser. BSD-3 -- [GitHub](https://github.com/seatgeek/fuzzywuzzy) (👨‍💻 70 · 🔀 870 · 📦 14K · 📋 180 - 43% open · ⏱️ 09.09.2021): +- [GitHub](https://github.com/andialbrecht/sqlparse) (👨‍💻 110 · 🔀 650 · 📦 1M · 📋 530 - 42% open · ⏱️ 22.04.2024): ``` - git clone https://github.com/seatgeek/fuzzywuzzy + git clone https://github.com/andialbrecht/sqlparse ``` -- [PyPi](https://pypi.org/project/fuzzywuzzy) (📥 7.3M / month): +- [PyPi](https://pypi.org/project/sqlparse) (📥 51M / month): ``` - pip install fuzzywuzzy + pip install sqlparse ``` -- [Conda](https://anaconda.org/conda-forge/fuzzywuzzy) (📥 380K · ⏱️ 18.11.2020): +- [Conda](https://anaconda.org/conda-forge/sqlparse) (📥 2.4M · ⏱️ 06.05.2024): ``` - conda install -c conda-forge fuzzywuzzy + conda install -c conda-forge sqlparse ```
-
textdistance (🥈29 · ⭐ 2.9K) - 支持 30 多种算法来计算序列之间的距离。MIT +
fuzzywuzzy (🥈31 · ⭐ 9.1K · 💀) - Fuzzy String Matching. ❗️GPL-2.0 -- [GitHub](https://github.com/life4/textdistance) (👨‍💻 12 · 🔀 230 · 📥 830 · 📦 2.6K · ⏱️ 21.08.2022): +- [GitHub](https://github.com/seatgeek/fuzzywuzzy) (👨‍💻 70 · 🔀 870 · 📦 24K · 📋 190 - 44% open · ⏱️ 09.09.2021): ``` - git clone https://github.com/orsinium/textdistance + git clone https://github.com/seatgeek/fuzzywuzzy ``` -- [PyPi](https://pypi.org/project/textdistance) (📥 640K / month): +- [PyPi](https://pypi.org/project/fuzzywuzzy) (📥 7M / month): ``` - pip install textdistance + pip install fuzzywuzzy ``` -- [Conda](https://anaconda.org/conda-forge/textdistance) (📥 180K · ⏱️ 21.08.2022): +- [Conda](https://anaconda.org/conda-forge/fuzzywuzzy) (📥 530K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge textdistance + conda install -c conda-forge fuzzywuzzy ```
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pyfiglet (🥈27 · ⭐ 1K) - figlet 的 Python 实现。❗Unlicensed +
python-slugify (🥈31 · ⭐ 1.5K) - A Python slugify library that translates unicode to ASCII. MIT -- [GitHub](https://github.com/pwaller/pyfiglet) (👨‍💻 21 · 🔀 97 · 📦 22K · 📋 44 - 22% open · ⏱️ 11.06.2022): +- [GitHub](https://github.com/un33k/python-slugify) (👨‍💻 36 · 🔀 100 · 📦 83K · 📋 73 - 2% open · ⏱️ 01.03.2024): ``` - git clone https://github.com/pwaller/pyfiglet + git clone https://github.com/un33k/python-slugify ``` -- [PyPi](https://pypi.org/project/pyfiglet) (📥 820K / month): +- [PyPi](https://pypi.org/project/python-slugify) (📥 18M / month): ``` - pip install pyfiglet + pip install python-slugify ``` -- [Conda](https://anaconda.org/conda-forge/pyfiglet) (📥 110K · ⏱️ 18.05.2019): +- [Conda](https://anaconda.org/conda-forge/python-slugify) (📥 2M · ⏱️ 08.02.2024): ``` - conda install -c conda-forge pyfiglet + conda install -c conda-forge python-slugify ```
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sqlparse (🥈26 · ⭐ 3K) - 一个无验证的 SQL 解析器。BSD-3 +
textdistance (🥈30 · ⭐ 3.3K) - Compute distance between sequences with 30+ algorithms. MIT -- [GitHub](https://github.com/andialbrecht/sqlparse) (👨‍💻 100 · 🔀 570 · 📋 470 - 41% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/life4/textdistance) (👨‍💻 15 · 🔀 240 · 📥 1K · 📦 6.3K · ⏱️ 24.04.2024): ``` - git clone https://github.com/andialbrecht/sqlparse + git clone https://github.com/orsinium/textdistance ``` -- [PyPi](https://pypi.org/project/sqlparse) (📥 26M / month): +- [PyPi](https://pypi.org/project/textdistance) (📥 850K / month): ``` - pip install sqlparse + pip install textdistance ``` -- [Conda](https://anaconda.org/conda-forge/sqlparse) (📥 910K · ⏱️ 10.09.2021): +- [Conda](https://anaconda.org/conda-forge/textdistance) (📥 550K · ⏱️ 25.04.2024): ``` - conda install -c conda-forge sqlparse + conda install -c conda-forge textdistance ```
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chardet (🥈24 · ⭐ 1.8K) - 字符编码检测器，兼容 Python2 和 Python3。❗️LGPL-2.1 +
shortuuid (🥈30 · ⭐ 2K) - A generator library for concise, unambiguous and URL-safe UUIDs. BSD-3 -- [GitHub](https://github.com/chardet/chardet) (👨‍💻 48 · 🔀 240 · 📋 120 - 37% open · ⏱️ 22.07.2022): +- [GitHub](https://github.com/skorokithakis/shortuuid) (👨‍💻 34 · 🔀 110 · 📦 24K · 📋 64 - 1% open · ⏱️ 11.03.2024): ``` - git clone https://github.com/chardet/chardet + git clone https://github.com/skorokithakis/shortuuid ``` -- [PyPi](https://pypi.org/project/chardet) (📥 59M / month): +- [PyPi](https://pypi.org/project/shortuuid) (📥 3M / month): ``` - pip install chardet + pip install shortuuid ``` -- [Conda](https://anaconda.org/conda-forge/chardet) (📥 17M · ⏱️ 25.06.2022): +- [Conda](https://anaconda.org/conda-forge/shortuuid) (📥 450K · ⏱️ 12.03.2024): ``` - conda install -c conda-forge chardet + conda install -c conda-forge shortuuid ```
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shortuuid (🥈24 · ⭐ 1.7K) - 一个生成器库，用以生成简洁的，明白的，URL 安全的 UUID。BSD-3 +
pypinyin (🥈26 · ⭐ 4.7K) - Convert Chinese hanzi () to pinyin (). MIT -- [GitHub](https://github.com/skorokithakis/shortuuid) (👨‍💻 27 · 🔀 99 · 📋 52 - 3% open · ⏱️ 21.08.2022): +- [GitHub](https://github.com/mozillazg/python-pinyin) (👨‍💻 24 · 🔀 600 · 📦 5.8K · 📋 260 - 12% open · ⏱️ 10.03.2024): ``` - git clone https://github.com/skorokithakis/shortuuid + git clone https://github.com/mozillazg/python-pinyin ``` -- [PyPi](https://pypi.org/project/shortuuid) (📥 4M / month): +- [PyPi](https://pypi.org/project/python-pinyin) (📥 34 / month): ``` - pip install shortuuid + pip install python-pinyin ``` -- [Conda](https://anaconda.org/conda-forge/shortuuid) (📥 210K · ⏱️ 29.06.2022): +- [Conda](https://anaconda.org/conda-forge/python-pinyin): ``` - conda install -c conda-forge shortuuid + conda install -c conda-forge python-pinyin ```
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python-slugify (🥈22 · ⭐ 1.2K · 📉) - 一个 Python slug 化库，可以保持 Unicode。MIT +
pyfiglet (🥈25 · ⭐ 1.3K) - An implementation of figlet written in Python. ❗Unlicensed -- [GitHub](https://github.com/un33k/python-slugify) (👨‍💻 30 · 🔀 87 · 📋 56 - 3% open · ⏱️ 27.04.2022): +- [GitHub](https://github.com/pwaller/pyfiglet) (👨‍💻 31 · 🔀 120 · 📦 37K · 📋 61 - 3% open · ⏱️ 28.12.2023): ``` - git clone https://github.com/un33k/python-slugify + git clone https://github.com/pwaller/pyfiglet ``` -- [PyPi](https://pypi.org/project/python-slugify) (📥 8.3M / month): +- [PyPi](https://pypi.org/project/pyfiglet) (📥 1.5M / month): ``` - pip install python-slugify + pip install pyfiglet ``` -- [Conda](https://anaconda.org/conda-forge/python-slugify) (📥 970K · ⏱️ 28.04.2022): +- [Conda](https://anaconda.org/conda-forge/pyfiglet) (📥 190K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge python-slugify + conda install -c conda-forge pyfiglet ```
-
ply (🥉21 · ⭐ 2.3K · 💤) - lex 和 yacc 解析工具的 Python 实现。❗Unlicensed +
ply (🥉23 · ⭐ 2.7K · 💀) - Implementation of lex and yacc parsing tools for Python. ❗Unlicensed -- [GitHub](https://github.com/dabeaz/ply) (👨‍💻 32 · 🔀 370 · 📋 180 - 18% open · ⏱️ 09.01.2022): +- [GitHub](https://github.com/dabeaz/ply) (👨‍💻 36 · 🔀 440 · ⏱️ 19.04.2023): ``` git clone https://github.com/dabeaz/ply ``` -- [PyPi](https://pypi.org/project/ply) (📥 20M / month): +- [PyPi](https://pypi.org/project/ply) (📥 41M / month): ``` pip install ply ``` -- [Conda](https://anaconda.org/conda-forge/ply) (📥 1.5M · ⏱️ 07.07.2018): +- [Conda](https://anaconda.org/conda-forge/ply) (📥 9.8M · ⏱️ 04.04.2024): ``` conda install -c conda-forge ply ```
-
python-user-agents (🥉21 · ⭐ 1.3K · 💤) - 浏览器 user agent 解析器。MIT +
chardet (🥉23 · ⭐ 2.1K · 💤) - Python 2/3 compatible character encoding detector. ❗️LGPL-2.1 -- [GitHub](https://github.com/selwin/python-user-agents) (👨‍💻 31 · 🔀 190 · 📦 4.6K · 📋 68 - 54% open · ⏱️ 14.12.2021): +- [GitHub](https://github.com/chardet/chardet) (👨‍💻 48 · 🔀 250 · 📦 6 · 📋 140 - 38% open · ⏱️ 01.08.2023): ``` - git clone https://github.com/selwin/python-user-agents + git clone https://github.com/chardet/chardet ``` -- [PyPi](https://pypi.org/project/python-user-agents): +- [PyPi](https://pypi.org/project/chardet) (📥 67M / month): ``` - pip install python-user-agents + pip install chardet ``` -- [Conda](https://anaconda.org/conda-forge/python-user-agents): +- [Conda](https://anaconda.org/conda-forge/chardet) (📥 23M · ⏱️ 23.09.2023): ``` - conda install -c conda-forge python-user-agents + conda install -c conda-forge chardet ```
-
pypinyin (🥉20 · ⭐ 4K) - Convert Chinese hanzi () to pinyin (). MIT +
python-user-agents (🥉21 · ⭐ 1.4K · 💀) - Browser user agent parser. MIT -- [GitHub](https://github.com/mozillazg/python-pinyin) (👨‍💻 22 · 🔀 560 · 📋 230 - 8% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/selwin/python-user-agents) (👨‍💻 32 · 🔀 190 · 📦 8.1K · 📋 76 - 56% open · ⏱️ 16.02.2023): ``` - git clone https://github.com/mozillazg/python-pinyin + git clone https://github.com/selwin/python-user-agents ``` -- [PyPi](https://pypi.org/project/python-pinyin) (📥 36 / month): +- [PyPi](https://pypi.org/project/python-user-agents): ``` - pip install python-pinyin + pip install python-user-agents ``` -- [Conda](https://anaconda.org/conda-forge/python-pinyin): +- [Conda](https://anaconda.org/conda-forge/python-user-agents): ``` - conda install -c conda-forge python-pinyin + conda install -c conda-forge python-user-agents ```
-
unicode-slugify (🥉20 · ⭐ 310 · 💤) - 一个 slug 工具，可以生成 unicode slugs ,需要依赖 Django 。BSD-3 +
unicode-slugify (🥉21 · ⭐ 320 · 💀) - A slugifier that generates unicode slugs with Django as a.. BSD-3 -- [GitHub](https://github.com/mozilla/unicode-slugify) (👨‍💻 14 · 🔀 48 · 📦 2K · 📋 18 - 55% open · ⏱️ 22.10.2021): +- [GitHub](https://github.com/mozilla/unicode-slugify) (👨‍💻 14 · 🔀 49 · 📦 2.2K · 📋 18 - 55% open · ⏱️ 22.10.2021): ``` git clone https://github.com/mozilla/unicode-slugify ``` -- [PyPi](https://pypi.org/project/unicode-slugify) (📥 51K / month): +- [PyPi](https://pypi.org/project/unicode-slugify) (📥 59K / month): ``` pip install unicode-slugify ``` -- [Conda](https://anaconda.org/conda-forge/unicode-slugify): +- [Conda](https://anaconda.org/conda-forge/unicode-slugify) (📥 36 · ⏱️ 05.05.2024): ``` conda install -c conda-forge unicode-slugify ```
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ftfy (🥉19 · ⭐ 3.3K) - 让 Unicode 文本更完整更连贯。MIT +
ftfy (🥉19 · ⭐ 3.7K) - Makes Unicode text less broken and more consistent automagically. ❗Unlicensed -- [GitHub](https://github.com/rspeer/python-ftfy) (👨‍💻 18 · 🔀 110 · 📦 6.6K · 📋 130 - 9% open · ⏱️ 09.02.2022): +- [GitHub](https://github.com/rspeer/python-ftfy) (👨‍💻 18 · 🔀 120 · 📦 19K · 📋 140 - 10% open · ⏱️ 15.03.2024): ``` git clone https://github.com/LuminosoInsight/python-ftfy @@ -8304,53 +8304,57 @@ _用于解析和操作文本的库。_ conda install -c conda-forge python-ftfy ```
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awesome-slugify (🥉19 · ⭐ 470 · 💀) - 一个 Python slug 化库，可以保持 Unicode。❗Unlicensed +
python-nameparser (🥉18 · ⭐ 640 · 💤) - Parsing human names into their individual components. ❗Unlicensed -- [GitHub](https://github.com/voronind/awesome-slugify) (👨‍💻 11 · 🔀 41 · 📦 3.1K · 📋 24 - 54% open · ⏱️ 20.01.2017): +- [GitHub](https://github.com/derek73/python-nameparser) (👨‍💻 23 · 🔀 100 · 📦 1.4K · 📋 110 - 24% open · ⏱️ 21.09.2023): ``` - git clone https://github.com/dimka665/awesome-slugify + git clone https://github.com/derek73/python-nameparser ``` -- [PyPi](https://pypi.org/project/awesome-slugify) (📥 74K / month): +- [PyPi](https://pypi.org/project/python-nameparser): ``` - pip install awesome-slugify + pip install python-nameparser ``` -- [Conda](https://anaconda.org/conda-forge/awesome-slugify) (📥 61K · ⏱️ 28.06.2019): +- [Conda](https://anaconda.org/conda-forge/python-nameparser): ``` - conda install -c conda-forge awesome-slugify + conda install -c conda-forge python-nameparser ```
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Levenshtein (🥉18 · ⭐ 1.2K · 💀) - 快速计算编辑距离以及字符串的相似度。❗️GPL-2.0 +
awesome-slugify (🥉18 · ⭐ 480 · 💀) - A Python slugify library that can preserve unicode. ❗Unlicensed -- [GitHub](https://github.com/ztane/python-Levenshtein) (🔀 150 · 📦 14K · 📋 65 - 76% open · ⏱️ 01.02.2021): +- [GitHub](https://github.com/voronind/awesome-slugify) (👨‍💻 11 · 🔀 42 · 📦 3.4K · 📋 24 - 54% open · ⏱️ 20.01.2017): ``` - git clone https://github.com/ztane/python-Levenshtein/ + git clone https://github.com/dimka665/awesome-slugify ``` -- [Conda](https://anaconda.org/conda-forge/): +- [PyPi](https://pypi.org/project/awesome-slugify) (📥 43K / month): ``` - conda install -c conda-forge + pip install awesome-slugify + ``` +- [Conda](https://anaconda.org/conda-forge/awesome-slugify) (📥 71K · ⏱️ 16.06.2023): + ``` + conda install -c conda-forge awesome-slugify ```
-
python-nameparser (🥉18 · ⭐ 560) - 把一个人名分解为几个独立的部分。❗Unlicensed +
pangu.py (🥉15 · ⭐ 240 · 💀) - Paranoid text spacing. MIT -- [GitHub](https://github.com/derek73/python-nameparser) (👨‍💻 20 · 🔀 88 · 📦 890 · 📋 98 - 19% open · ⏱️ 08.02.2022): +- [GitHub](https://github.com/vinta/pangu.py) (👨‍💻 7 · 🔀 24 · 📦 240 · 📋 9 - 44% open · ⏱️ 30.03.2023): ``` - git clone https://github.com/derek73/python-nameparser + git clone https://github.com/vinta/pangu.py ``` -- [PyPi](https://pypi.org/project/python-nameparser): +- [PyPi](https://pypi.org/project/pangu.py): ``` - pip install python-nameparser + pip install pangu.py ``` -- [Conda](https://anaconda.org/conda-forge/python-nameparser): +- [Conda](https://anaconda.org/conda-forge/pangu.py): ``` - conda install -c conda-forge python-nameparser + conda install -c conda-forge pangu.py ```
-
python-phonenumbers (🥉14 · ⭐ 3.1K) - 解析，格式化，存储，校验国际电话号码。Apache-2 +
python-phonenumbers (🥉14 · ⭐ 3.4K) - Parsing, formatting, storing and validating.. Apache-2 -- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (👨‍💻 26 · 🔀 370 · 📋 150 - 2% open · ⏱️ 19.08.2022): +- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (👨‍💻 31 · 🔀 390 · 📋 180 - 4% open · ⏱️ 03.05.2024): ``` git clone https://github.com/daviddrysdale/python-phonenumbers @@ -8364,120 +8368,116 @@ _用于解析和操作文本的库。_ conda install -c conda-forge python-phonenumbers ```
-
pangu.py (🥉13 · ⭐ 190 · 💀) - 在中日韩语字符和数字字母之间添加空格。MIT +
hashids (🥉12 · ⭐ 1.4K · 💀) - Implementation of [hashids](http://hashids.org) in Python. MIT -- [GitHub](https://github.com/vinta/pangu.py) (👨‍💻 7 · 🔀 20 · 📦 89 · 📋 8 - 37% open · ⏱️ 09.02.2019): +- [GitHub](https://github.com/davidaurelio/hashids-python) (👨‍💻 10 · 🔀 110 · 📋 24 - 25% open · ⏱️ 07.09.2020): ``` - git clone https://github.com/vinta/pangu.py + git clone https://github.com/davidaurelio/hashids-python ``` -- [PyPi](https://pypi.org/project/pangu.py): +- [PyPi](https://pypi.org/project/hashids-python): ``` - pip install pangu.py + pip install hashids-python ``` -- [Conda](https://anaconda.org/conda-forge/pangu.py): +- [Conda](https://anaconda.org/conda-forge/hashids-python): ``` - conda install -c conda-forge pangu.py + conda install -c conda-forge hashids-python ```
-
hashids (🥉12 · ⭐ 1.3K · 💀) - Implementation of [hashids](http://hashids.org) in Python. MIT +
Levenshtein (🥉12 · ⭐ 1.2K · 💀) - Fast computation of Levenshtein distance and string.. ❗️GPL-2.0 -- [GitHub](https://github.com/davidaurelio/hashids-python) (👨‍💻 10 · 🔀 94 · 📋 24 - 25% open · ⏱️ 07.09.2020): +- [GitHub](https://github.com/ztane/python-Levenshtein) (🔀 160 · 📋 66 - 74% open · ⏱️ 01.02.2021): ``` - git clone https://github.com/davidaurelio/hashids-python - ``` -- [PyPi](https://pypi.org/project/hashids-python): - ``` - pip install hashids-python + git clone https://github.com/ztane/python-Levenshtein/ ``` -- [Conda](https://anaconda.org/conda-forge/hashids-python): +- [Conda](https://anaconda.org/conda-forge/): ``` - conda install -c conda-forge hashids-python + conda install -c conda-forge ```

-## 第三方 API +## Third-party APIs -Back to top +Back to top -_用来访问第三方 API 的库。 参见： [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers)。_ +_Libraries for accessing third party services APIs._ -🔗 apache-libcloud - 一个为各种云设计的 Python 库。 +🔗 apache-libcloud - One Python library for all clouds. -
boto3 (🥇37 · ⭐ 7.5K) - Amazon Web Services 的 Python 接口。Apache-2 +
boto3 (🥇41 · ⭐ 8.7K) - Python interface to Amazon Web Services. Apache-2 -- [GitHub](https://github.com/boto/boto3) (👨‍💻 140 · 🔀 1.6K · 📦 200K · 📋 2.7K - 7% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/boto/boto3) (👨‍💻 160 · 🔀 1.8K · 📦 430K · 📋 3.2K - 5% open · ⏱️ 08.05.2024): ``` git clone https://github.com/boto/boto3 ``` -- [PyPi](https://pypi.org/project/boto3) (📥 390M / month): +- [PyPi](https://pypi.org/project/boto3) (📥 1.4B / month): ``` pip install boto3 ``` -- [Conda](https://anaconda.org/conda-forge/boto3) (📥 11M · ⏱️ 25.08.2022): +- [Conda](https://anaconda.org/conda-forge/boto3) (📥 19M · ⏱️ 08.05.2024): ``` conda install -c conda-forge boto3 ```
-
gspread (🥈35 · ⭐ 6K) - Google 电子表格的 Python API。MIT +
google-api-python-client (🥈35 · ⭐ 7.4K) - Google APIs Client Library for Python. Apache-2 -- [GitHub](https://github.com/burnash/gspread) (👨‍💻 150 · 🔀 840 · 📥 160 · 📦 17K · 📋 750 - 6% open · ⏱️ 12.08.2022): +- [GitHub](https://github.com/googleapis/google-api-python-client) (👨‍💻 190 · 🔀 2.3K · 📦 190K · 📋 1K - 11% open · ⏱️ 07.05.2024): ``` - git clone https://github.com/burnash/gspread + git clone https://github.com/google/google-api-python-client ``` -- [PyPi](https://pypi.org/project/gspread) (📥 8.7M / month): +- [PyPi](https://pypi.org/project/google-api-python-client) (📥 46M / month): ``` - pip install gspread + pip install google-api-python-client ``` -- [Conda](https://anaconda.org/conda-forge/gspread) (📥 230K · ⏱️ 01.06.2022): +- [Conda](https://anaconda.org/conda-forge/google-api-python-client) (📥 2.8M · ⏱️ 08.05.2024): ``` - conda install -c conda-forge gspread + conda install -c conda-forge google-api-python-client ```
-
google-api-python-client (🥈35 · ⭐ 5.9K) - Python 用的 Google APIs 客户端库。Apache-2 +
gspread (🥈35 · ⭐ 6.9K) - Google Spreadsheets Python API. MIT -- [GitHub](https://github.com/googleapis/google-api-python-client) (👨‍💻 180 · 🔀 2.1K · 📦 110K · 📋 920 - 6% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/burnash/gspread) (👨‍💻 180 · 🔀 900 · 📥 3.6K · 📦 32K · 📋 900 - 4% open · ⏱️ 04.05.2024): ``` - git clone https://github.com/google/google-api-python-client + git clone https://github.com/burnash/gspread ``` -- [PyPi](https://pypi.org/project/google-api-python-client) (📥 27M / month): +- [PyPi](https://pypi.org/project/gspread) (📥 9.7M / month): ``` - pip install google-api-python-client + pip install gspread ``` -- [Conda](https://anaconda.org/conda-forge/google-api-python-client) (📥 1.4M · ⏱️ 24.08.2022): +- [Conda](https://anaconda.org/conda-forge/gspread) (📥 310K · ⏱️ 24.01.2024): ``` - conda install -c conda-forge google-api-python-client + conda install -c conda-forge gspread ```
-
twython (🥉29 · ⭐ 1.8K · 💀) - Twitter API 的封装。MIT +
twython (🥉28 · ⭐ 1.8K · 💀) - A Python wrapper for the Twitter API. MIT -- [GitHub](https://github.com/ryanmcgrath/twython) (👨‍💻 100 · 🔀 390 · 📦 5.3K · 📋 320 - 6% open · ⏱️ 16.07.2021): +- [GitHub](https://github.com/ryanmcgrath/twython) (👨‍💻 100 · 🔀 390 · 📦 7.1K · 📋 330 - 7% open · ⏱️ 16.07.2021): ``` git clone https://github.com/ryanmcgrath/twython ``` -- [PyPi](https://pypi.org/project/twython) (📥 160K / month): +- [PyPi](https://pypi.org/project/twython) (📥 180K / month): ``` pip install twython ``` -- [Conda](https://anaconda.org/conda-forge/twython) (📥 260K · ⏱️ 17.07.2021): +- [Conda](https://anaconda.org/conda-forge/twython) (📥 270K · ⏱️ 16.06.2023): ``` conda install -c conda-forge twython ```
-
facebook-sdk (🥉26 · ⭐ 2.7K · 💀) - Facebook 平台的 Python SDK。Apache-2 +
facebook-sdk (🥉27 · ⭐ 2.7K · 💀) - Facebook Platform Python SDK. Apache-2 -- [GitHub](https://github.com/mobolic/facebook-sdk) (👨‍💻 99 · 🔀 920 · 📦 3.6K · 📋 240 - 8% open · ⏱️ 27.12.2020): +- [GitHub](https://github.com/mobolic/facebook-sdk) (👨‍💻 99 · 🔀 920 · 📦 5K · 📋 240 - 8% open · ⏱️ 27.12.2020): ``` git clone https://github.com/mobolic/facebook-sdk ``` -- [PyPi](https://pypi.org/project/facebook-sdk) (📥 180K / month): +- [PyPi](https://pypi.org/project/facebook-sdk) (📥 210K / month): ``` pip install facebook-sdk ``` @@ -8486,14 +8486,14 @@ _用来访问第三方 API 的库。 参见： [List of Python API Wrappers and conda install -c conda-forge facebook-sdk ```
-
django-wordpress (🥉12 · ⭐ 330 · 💀) - Django 的 WordPress 模型与视图。BSD-3 +
django-wordpress (🥉12 · ⭐ 350 · 💀) - WordPress models and views for Django. BSD-3 -- [GitHub](https://github.com/jcarbaugh/django-wordpress) (👨‍💻 10 · 🔀 79 · 📦 6 · 📋 11 - 18% open · ⏱️ 24.01.2018): +- [GitHub](https://github.com/jcarbaugh/django-wordpress) (👨‍💻 11 · 🔀 79 · 📦 6 · 📋 11 - 18% open · ⏱️ 24.01.2018): ``` git clone https://github.com/istrategylabs/django-wordpress ``` -- [PyPi](https://pypi.org/project/django-wordpress) (📥 11 / month): +- [PyPi](https://pypi.org/project/django-wordpress) (📥 18 / month): ``` pip install django-wordpress ``` @@ -8504,36 +8504,36 @@ _用来访问第三方 API 的库。 参见： [List of Python API Wrappers and

-## URL 处理 +## URL Manipulation -Back to top +Back to top -_解析 URLs 的库_ +_Libraries for parsing URLs._ -
webargs (🥇27 · ⭐ 1.3K) - 一个解析 HTTP 请求参数的库，内置对流行 web 框架的支持，包括 Flask, Django, Bottle, Tornado 和 Pyramid。MIT +
webargs (🥇27 · ⭐ 1.4K) - A friendly library for parsing HTTP request arguments with built-in.. MIT -- [GitHub](https://github.com/marshmallow-code/webargs) (👨‍💻 64 · 🔀 150 · 📦 4.4K · 📋 280 - 2% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/marshmallow-code/webargs) (👨‍💻 69 · 🔀 160 · 📦 8.3K · 📋 290 - 2% open · ⏱️ 07.05.2024): ``` git clone https://github.com/marshmallow-code/webargs ``` -- [PyPi](https://pypi.org/project/webargs) (📥 650K / month): +- [PyPi](https://pypi.org/project/webargs) (📥 1.7M / month): ``` pip install webargs ``` -- [Conda](https://anaconda.org/conda-forge/webargs) (📥 170K · ⏱️ 13.07.2022): +- [Conda](https://anaconda.org/conda-forge/webargs) (📥 220K · ⏱️ 08.01.2024): ``` conda install -c conda-forge webargs ```
-
pyshorteners (🥈24 · ⭐ 340) - 一个纯 Python URL 缩短库。❗️GPL-3.0 +
pyshorteners (🥈23 · ⭐ 380 · 💀) - A pure Python URL shortening lib. ❗️GPL-3.0 -- [GitHub](https://github.com/ellisonleao/pyshorteners) (👨‍💻 24 · 🔀 59 · 📦 6.4K · ⏱️ 06.06.2022): +- [GitHub](https://github.com/ellisonleao/pyshorteners) (👨‍💻 24 · 🔀 63 · 📦 13K · ⏱️ 06.06.2022): ``` git clone https://github.com/ellisonleao/pyshorteners ``` -- [PyPi](https://pypi.org/project/pyshorteners) (📥 100K / month): +- [PyPi](https://pypi.org/project/pyshorteners) (📥 75K / month): ``` pip install pyshorteners ``` @@ -8542,14 +8542,14 @@ _解析 URLs 的库_ conda install -c conda-forge pyshorteners ```
-
purl (🥉22 · ⭐ 280 · 💀) - 一个简单的，不可变的 URL 类，具有简洁的 API 来进行询问和处理。MIT +
purl (🥈23 · ⭐ 290 · 💀) - A simple, immutable URL class with a clean API for interrogation and.. MIT -- [GitHub](https://github.com/codeinthehole/purl) (👨‍💻 18 · 🔀 35 · 📦 2K · 📋 20 - 25% open · ⏱️ 15.05.2021): +- [GitHub](https://github.com/codeinthehole/purl) (👨‍💻 18 · 🔀 37 · 📦 4K · 📋 20 - 25% open · ⏱️ 15.05.2021): ``` git clone https://github.com/codeinthehole/purl ``` -- [PyPi](https://pypi.org/project/purl) (📥 40K / month): +- [PyPi](https://pypi.org/project/purl) (📥 74K / month): ``` pip install purl ``` @@ -8558,18 +8558,18 @@ _解析 URLs 的库_ conda install -c conda-forge purl ```
-
furl (🥉20 · ⭐ 2.3K) - 一个让处理 URL 更简单小型 Python 库。❗Unlicensed +
furl (🥉19 · ⭐ 2.6K · 💀) - A small Python library that makes parsing and manipulating URLs.. ❗Unlicensed -- [GitHub](https://github.com/gruns/furl) (👨‍💻 15 · 🔀 130 · 📋 110 - 22% open · ⏱️ 01.08.2022): +- [GitHub](https://github.com/gruns/furl) (👨‍💻 15 · 🔀 150 · 📋 120 - 26% open · ⏱️ 01.08.2022): ``` git clone https://github.com/gruns/furl ``` -- [PyPi](https://pypi.org/project/furl) (📥 1.5M / month): +- [PyPi](https://pypi.org/project/furl) (📥 2.5M / month): ``` pip install furl ``` -- [Conda](https://anaconda.org/conda-forge/furl) (📥 190K · ⏱️ 28.09.2021): +- [Conda](https://anaconda.org/conda-forge/furl) (📥 360K · ⏱️ 16.06.2023): ``` conda install -c conda-forge furl ``` @@ -8578,20 +8578,20 @@ _解析 URLs 的库_ ## Video -Back to top +Back to top -_用来操作视频和 GIF 的库。_ +_Libraries for manipulating video and GIFs._ -🔗 moviepy - 一个用来进行基于脚本的视频编辑模块，适用于多种格式，包括动图 GIFs。 +🔗 moviepy - A module for script-based movie editing with many formats, including animated GIFs. -
vidgear (🥇24 · ⭐ 2.4K) - 强大的多线程视频处理框架。Apache-2 +
vidgear (🥇24 · ⭐ 3.2K · 💤) - Most Powerful multi-threaded Video Processing framework. Apache-2 -- [GitHub](https://github.com/abhiTronix/vidgear) (👨‍💻 13 · 🔀 190 · 📥 640 · 📦 230 · 📋 230 - 1% open · ⏱️ 06.07.2022): +- [GitHub](https://github.com/abhiTronix/vidgear) (👨‍💻 14 · 🔀 240 · 📥 1.3K · 📦 540 · 📋 280 - 2% open · ⏱️ 10.09.2023): ``` git clone https://github.com/abhiTronix/vidgear ``` -- [PyPi](https://pypi.org/project/vidgear) (📥 6.5K / month): +- [PyPi](https://pypi.org/project/vidgear) (📥 17K / month): ``` pip install vidgear ``` @@ -8600,42 +8600,58 @@ _用来操作视频和 GIF 的库。_ conda install -c conda-forge vidgear ```
-
scikit-video (🥉11 · ⭐ 110 · 💀) - SciPy 视频处理常用程序。❗Unlicensed +
scikit-video (🥉12 · ⭐ 140 · 💀) - Video processing routines for SciPy. ❗Unlicensed -- [GitHub](https://github.com/aizvorski/scikit-video) (👨‍💻 2 · 🔀 22 · 📋 7 - 57% open · ⏱️ 28.05.2016): +- [GitHub](https://github.com/aizvorski/scikit-video) (👨‍💻 2 · 🔀 22 · 📋 8 - 62% open · ⏱️ 28.05.2016): ``` git clone https://github.com/aizvorski/scikit-video ``` -- [PyPi](https://pypi.org/project/scikit-video) (📥 20K / month): +- [PyPi](https://pypi.org/project/scikit-video) (📥 140K / month): ``` pip install scikit-video ``` -- [Conda](https://anaconda.org/conda-forge/scikit-video) (📥 20K · ⏱️ 20.09.2018): +- [Conda](https://anaconda.org/conda-forge/scikit-video) (📥 34K · ⏱️ 16.06.2023): ``` conda install -c conda-forge scikit-video ```

-## Web 资源管理 +## Web Asset Management -Back to top +Back to top -_管理、压缩、缩小网站资源的工具。_ +_Tools for managing, compressing and minifying website assets._ -🔗 fanstatic - 打包、优化，并且把静态文件依赖作为 Python 的包来提供。 +🔗 fanstatic - Packages, optimizes, and serves static file dependencies as Python packages. 🔗 fileconveyor - A daemon to detect and sync files to CDNs, S3 and FTP. -
django-pipeline (🥇29 · ⭐ 1.4K) - Django 的资源包装库。MIT +
django-storages (🥇34 · ⭐ 2.6K · 📈) - A collection of custom storage back ends for Django. BSD-3 + +- [GitHub](https://github.com/jschneier/django-storages) (👨‍💻 260 · 🔀 800 · 📦 180K · 📋 680 - 15% open · ⏱️ 09.05.2024): -- [GitHub](https://github.com/jazzband/django-pipeline) (👨‍💻 170 · 🔀 350 · 📦 2K · 📋 440 - 27% open · ⏱️ 06.08.2022): + ``` + git clone https://github.com/jschneier/django-storages + ``` +- [PyPi](https://pypi.org/project/django-storages) (📥 3.6M / month): + ``` + pip install django-storages + ``` +- [Conda](https://anaconda.org/conda-forge/django-storages) (📥 58K · ⏱️ 04.05.2024): + ``` + conda install -c conda-forge django-storages + ``` +
+
django-pipeline (🥈31 · ⭐ 1.5K) - An asset packaging library for Django. MIT + +- [GitHub](https://github.com/jazzband/django-pipeline) (👨‍💻 180 · 🔀 350 · 📦 2.4K · 📋 440 - 26% open · ⏱️ 17.04.2024): ``` git clone https://github.com/jazzband/django-pipeline ``` -- [PyPi](https://pypi.org/project/django-pipeline) (📥 46K / month): +- [PyPi](https://pypi.org/project/django-pipeline) (📥 170K / month): ``` pip install django-pipeline ``` @@ -8644,193 +8660,177 @@ _管理、压缩、缩小网站资源的工具。_ conda install -c conda-forge django-pipeline ```
-
webassets (🥇29 · ⭐ 910 · 💀) - 为你的静态资源打包、优化和管理生成独一无二的缓存 URL。BSD-2 +
webassets (🥉29 · ⭐ 920 · 💀) - Bundles, optimizes, and manages unique cache-busting URLs for.. BSD-2 -- [GitHub](https://github.com/miracle2k/webassets) (👨‍💻 160 · 🔀 250 · 📦 5.8K · 📋 290 - 20% open · ⏱️ 01.05.2021): +- [GitHub](https://github.com/miracle2k/webassets) (👨‍💻 160 · 🔀 250 · 📦 6.9K · 📋 290 - 20% open · ⏱️ 01.05.2021): ``` git clone https://github.com/miracle2k/webassets ``` -- [PyPi](https://pypi.org/project/webassets) (📥 210K / month): +- [PyPi](https://pypi.org/project/webassets) (📥 300K / month): ``` pip install webassets ``` -- [Conda](https://anaconda.org/conda-forge/webassets) (📥 48K · ⏱️ 24.12.2019): +- [Conda](https://anaconda.org/conda-forge/webassets) (📥 63K · ⏱️ 16.06.2023): ``` conda install -c conda-forge webassets ```
-
flask-assets (🥉26 · ⭐ 430 · 💀) - 帮你将 web 资源整合到你的 Flask app 中。BSD-2 +
flask-assets (🥉26 · ⭐ 450) - Helps you integrate webassets into your Flask app. BSD-2 -- [GitHub](https://github.com/miracle2k/flask-assets) (👨‍💻 38 · 🔀 85 · 📦 6.5K · 📋 96 - 21% open · ⏱️ 29.02.2020): +- [GitHub](https://github.com/miracle2k/flask-assets) (👨‍💻 42 · 🔀 91 · 📦 7.5K · 📋 100 - 21% open · ⏱️ 15.12.2023): ``` git clone https://github.com/miracle2k/flask-assets ``` -- [PyPi](https://pypi.org/project/flask-assets) (📥 120K / month): +- [PyPi](https://pypi.org/project/flask-assets) (📥 200K / month): ``` pip install flask-assets ``` -- [Conda](https://anaconda.org/conda-forge/flask-assets) (📥 34K · ⏱️ 24.12.2019): +- [Conda](https://anaconda.org/conda-forge/flask-assets) (📥 45K · ⏱️ 09.11.2023): ``` conda install -c conda-forge flask-assets ```
-
django-storages (🥉24 · ⭐ 2.2K) - 一个针对 Django 的自定义存储后端的工具集合。BSD-3 - -- [GitHub](https://github.com/jschneier/django-storages) (👨‍💻 230 · 🔀 720 · 📋 590 - 26% open · ⏱️ 10.08.2022): - - ``` - git clone https://github.com/jschneier/django-storages - ``` -- [PyPi](https://pypi.org/project/django-storages) (📥 2M / month): - ``` - pip install django-storages - ``` -- [Conda](https://anaconda.org/conda-forge/django-storages) (📥 37K · ⏱️ 06.08.2022): - ``` - conda install -c conda-forge django-storages - ``` -
-
django-compressor (🥉21 · ⭐ 2.6K) - 将链接和内联的 JavaScript 或 CSS 压缩到一个单独的缓存文件中。❗Unlicensed +
django-compressor (🥉22 · ⭐ 2.8K) - Compresses linked and inline JavaScript or CSS into a.. ❗Unlicensed -- [GitHub](https://github.com/django-compressor/django-compressor) (👨‍💻 210 · 🔀 540 · 📋 630 - 16% open · ⏱️ 14.08.2022): +- [GitHub](https://github.com/django-compressor/django-compressor) (👨‍💻 220 · 🔀 560 · 📋 650 - 16% open · ⏱️ 06.05.2024): ``` git clone https://github.com/django-compressor/django-compressor ``` -- [PyPi](https://pypi.org/project/django-compressor) (📥 320K / month): +- [PyPi](https://pypi.org/project/django-compressor) (📥 580K / month): ``` pip install django-compressor ``` -- [Conda](https://anaconda.org/conda-forge/django-compressor): +- [Conda](https://anaconda.org/conda-forge/django-compressor) (📥 780 · ⏱️ 27.09.2023): ``` conda install -c conda-forge django-compressor ```

-## 网络 +## Web Content Extracting -Back to top +Back to top -_用于网络编程的库。_ +_Libraries for extracting web contents._ -
requests-html (🥇30 · ⭐ 13K · 💀) - 人性化的，Pythonic 的 HTML 解析库。MIT +
requests-html (🥇30 · ⭐ 14K · 💀) - Pythonic HTML Parsing for Humans. MIT -- [GitHub](https://github.com/psf/requests-html) (👨‍💻 62 · 🔀 850 · 📦 8.5K · 📋 360 - 44% open · ⏱️ 10.05.2020): +- [GitHub](https://github.com/psf/requests-html) (👨‍💻 66 · 🔀 920 · 📦 14K · 📋 400 - 45% open · ⏱️ 03.04.2023): ``` git clone https://github.com/psf/requests-html ``` -- [PyPi](https://pypi.org/project/requests-html) (📥 770K / month): +- [PyPi](https://pypi.org/project/requests-html) (📥 1M / month): ``` pip install requests-html ``` -- [Conda](https://anaconda.org/conda-forge/requests-html) (📥 2.6K · ⏱️ 26.06.2021): +- [Conda](https://anaconda.org/conda-forge/requests-html) (📥 9.6K · ⏱️ 16.06.2023): ``` conda install -c conda-forge requests-html ```
-
sumy (🥈26 · ⭐ 2.9K) - 一个为文本文件和 HTML 页面进行自动摘要的模块。Apache-2 +
newspaper (🥈26 · ⭐ 14K · 💀) - News extraction, article extraction and content curation in Python. MIT -- [GitHub](https://github.com/miso-belica/sumy) (👨‍💻 23 · 🔀 470 · 📦 1.4K · 📋 110 - 15% open · ⏱️ 31.07.2022): +- [GitHub](https://github.com/codelucas/newspaper) (👨‍💻 100 · 🔀 2K · 📦 21 · 📋 690 - 61% open · ⏱️ 02.09.2020): ``` - git clone https://github.com/miso-belica/sumy + git clone https://github.com/codelucas/newspaper ``` -- [PyPi](https://pypi.org/project/sumy) (📥 21K / month): +- [PyPi](https://pypi.org/project/newspaper) (📥 8.8K / month): ``` - pip install sumy + pip install newspaper ``` -- [Conda](https://anaconda.org/conda-forge/sumy) (📥 2K · ⏱️ 22.04.2022): +- [Conda](https://anaconda.org/conda-forge/newspaper): ``` - conda install -c conda-forge sumy + conda install -c conda-forge newspaper ```
-
newspaper (🥈24 · ⭐ 12K · 💀) - 使用 Python 进行新闻提取，文章提取以及内容策展。MIT +
sumy (🥈26 · ⭐ 3.4K) - A module for automatic summarization of text documents and HTML pages. Apache-2 -- [GitHub](https://github.com/codelucas/newspaper) (👨‍💻 100 · 🔀 1.9K · 📋 650 - 59% open · ⏱️ 02.09.2020): +- [GitHub](https://github.com/miso-belica/sumy) (👨‍💻 31 · 🔀 520 · 📦 2.7K · 📋 120 - 15% open · ⏱️ 24.02.2024): ``` - git clone https://github.com/codelucas/newspaper + git clone https://github.com/miso-belica/sumy ``` -- [PyPi](https://pypi.org/project/newspaper) (📥 13K / month): +- [PyPi](https://pypi.org/project/sumy) (📥 390K / month): ``` - pip install newspaper + pip install sumy ``` -- [Conda](https://anaconda.org/conda-forge/newspaper): +- [Conda](https://anaconda.org/conda-forge/sumy) (📥 7.8K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge newspaper + conda install -c conda-forge sumy ```
-
textract (🥈23 · ⭐ 3.3K) - 从任何格式的文档中提取文本，Word，PowerPoint，PDFs 等等。MIT +
html2text (🥈24 · ⭐ 1.7K) - Convert HTML to Markdown-formatted text. ❗️GPL-3.0 -- [GitHub](https://github.com/deanmalmgren/textract) (👨‍💻 40 · 🔀 470 · 📋 210 - 39% open · ⏱️ 10.03.2022): +- [GitHub](https://github.com/Alir3z4/html2text) (👨‍💻 77 · 🔀 260 · 📋 210 - 36% open · ⏱️ 28.02.2024): ``` - git clone https://github.com/deanmalmgren/textract + git clone https://github.com/Alir3z4/html2text ``` -- [PyPi](https://pypi.org/project/textract) (📥 120K / month): +- [PyPi](https://pypi.org/project/html2text) (📥 1.9M / month): ``` - pip install textract + pip install html2text ``` -- [Conda](https://anaconda.org/conda-forge/textract) (📥 16K · ⏱️ 10.03.2022): +- [Conda](https://anaconda.org/conda-forge/html2text) (📥 59K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge textract + conda install -c conda-forge html2text ```
-
html2text (🥈23 · ⭐ 1.3K) - 将 HTML 转换为 Markdown 格式文本。❗️GPL-3.0 +
textract (🥉23 · ⭐ 3.8K) - Extract text from any document, Word, PowerPoint, PDFs, etc. MIT -- [GitHub](https://github.com/Alir3z4/html2text) (👨‍💻 76 · 🔀 220 · 📋 200 - 39% open · ⏱️ 22.02.2022): +- [GitHub](https://github.com/deanmalmgren/textract) (👨‍💻 41 · 🔀 550 · 📋 240 - 45% open · ⏱️ 10.03.2024): ``` - git clone https://github.com/Alir3z4/html2text + git clone https://github.com/deanmalmgren/textract ``` -- [PyPi](https://pypi.org/project/html2text) (📥 1.2M / month): +- [PyPi](https://pypi.org/project/textract) (📥 150K / month): ``` - pip install html2text + pip install textract ``` -- [Conda](https://anaconda.org/conda-forge/html2text) (📥 18K · ⏱️ 09.02.2020): +- [Conda](https://anaconda.org/conda-forge/textract) (📥 24K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge html2text + conda install -c conda-forge textract ```
-
micawber (🥉22 · ⭐ 580 · 💀) - 一个小型网页内容提取库，用来从 URLs 提取富内容。MIT +
micawber (🥉23 · ⭐ 620) - A small library for extracting rich content from URLs. MIT -- [GitHub](https://github.com/coleifer/micawber) (👨‍💻 27 · 🔀 84 · 📦 780 · ⏱️ 12.07.2021): +- [GitHub](https://github.com/coleifer/micawber) (👨‍💻 27 · 🔀 88 · 📦 2.8K · ⏱️ 02.01.2024): ``` git clone https://github.com/coleifer/micawber ``` -- [PyPi](https://pypi.org/project/micawber) (📥 29K / month): +- [PyPi](https://pypi.org/project/micawber) (📥 25K / month): ``` pip install micawber ``` -- [Conda](https://anaconda.org/conda-forge/micawber) (📥 4.4K · ⏱️ 14.07.2021): +- [Conda](https://anaconda.org/conda-forge/micawber) (📥 16K · ⏱️ 10.07.2023): ``` conda install -c conda-forge micawber ```
-
lassie (🥉18 · ⭐ 560 · 💤) - 人性化的网页内容检索库。MIT +
toapi (🥉18 · ⭐ 3.5K · 💀) - Every web site provides APIs. MIT -- [GitHub](https://github.com/michaelhelmick/lassie) (👨‍💻 15 · 🔀 46 · 📦 28 · 📋 39 - 25% open · ⏱️ 20.08.2021): +- [GitHub](https://github.com/elliotgao2/toapi) (👨‍💻 12 · 🔀 240 · 📦 19 · 📋 54 - 11% open · ⏱️ 28.06.2021): ``` - git clone https://github.com/michaelhelmick/lassie + git clone https://github.com/gaojiuli/toapi ``` -- [PyPi](https://pypi.org/project/lassie) (📥 1.6K / month): +- [PyPi](https://pypi.org/project/toapi) (📥 230 / month): ``` - pip install lassie + pip install toapi ``` -- [Conda](https://anaconda.org/conda-forge/lassie): +- [Conda](https://anaconda.org/conda-forge/toapi): ``` - conda install -c conda-forge lassie + conda install -c conda-forge toapi ```
-
python-readability (🥉17 · ⭐ 2.1K) - arc90 公司 readability 工具的 Python 高速端口。Apache-2 +
python-readability (🥉17 · ⭐ 2.6K · 💤) - Fast Python port of arc90's readability tool. Apache-2 -- [GitHub](https://github.com/buriy/python-readability) (👨‍💻 39 · 🔀 330 · 📋 97 - 34% open · ⏱️ 10.04.2022): +- [GitHub](https://github.com/buriy/python-readability) (👨‍💻 42 · 🔀 350 · 📋 100 - 36% open · ⏱️ 17.06.2023): ``` git clone https://github.com/buriy/python-readability @@ -8844,42 +8844,42 @@ _用于网络编程的库。_ conda install -c conda-forge python-readability ```
-
toapi (🥉16 · ⭐ 3.3K · 💀) - 一个轻巧，简单，快速的 Flask 库，致力于为所有网站提供 API 服务。MIT +
lassie (🥉17 · ⭐ 600 · 💀) - Web Content Retrieval for Humans. MIT -- [GitHub](https://github.com/gaojiuli/toapi) (👨‍💻 12 · 🔀 220 · 📋 53 - 9% open · ⏱️ 28.06.2021): +- [GitHub](https://github.com/michaelhelmick/lassie) (👨‍💻 15 · 🔀 47 · 📦 42 · 📋 39 - 25% open · ⏱️ 20.08.2021): ``` - git clone https://github.com/gaojiuli/toapi + git clone https://github.com/michaelhelmick/lassie ``` -- [PyPi](https://pypi.org/project/toapi) (📥 23 / month): +- [PyPi](https://pypi.org/project/lassie) (📥 1.5K / month): ``` - pip install toapi + pip install lassie ``` -- [Conda](https://anaconda.org/conda-forge/toapi): +- [Conda](https://anaconda.org/conda-forge/lassie): ``` - conda install -c conda-forge toapi + conda install -c conda-forge lassie ```

-## HTML 处理 +## Web Crawling -Back to top +Back to top -_处理 HTML 和 XML 的库。_ +_Libraries to automate web scraping._ 🔗 feedparser - Universal feed parser. -🔗 scrapy - 一个快速高级的屏幕爬取及网页采集框架。 +🔗 scrapy - A fast high-level screen scraping and web crawling framework. -
pyspider (🥇28 · ⭐ 16K · 💀) - 一个强大的爬虫系统。Apache-2 +
pyspider (🥇27 · ⭐ 16K · 💀) - A powerful spider system. Apache-2 -- [GitHub](https://github.com/binux/pyspider) (👨‍💻 62 · 🔀 3.5K · 📦 310 · 📋 820 - 32% open · ⏱️ 02.08.2020): +- [GitHub](https://github.com/binux/pyspider) (👨‍💻 62 · 🔀 3.6K · 📦 330 · 📋 820 - 33% open · ⏱️ 02.08.2020): ``` git clone https://github.com/binux/pyspider ``` -- [PyPi](https://pypi.org/project/pyspider) (📥 1.8K / month): +- [PyPi](https://pypi.org/project/pyspider) (📥 1.1K / month): ``` pip install pyspider ``` @@ -8888,14 +8888,14 @@ _处理 HTML 和 XML 的库。_ conda install -c conda-forge pyspider ```
-
grab (🥈26 · ⭐ 2.2K) - 站点爬取框架。MIT +
grab (🥈26 · ⭐ 2.4K · 💤) - Site scraping framework. MIT -- [GitHub](https://github.com/lorien/grab) (👨‍💻 64 · 🔀 260 · 📦 360 · 📋 220 - 3% open · ⏱️ 01.03.2022): +- [GitHub](https://github.com/lorien/grab) (👨‍💻 67 · 🔀 260 · 📦 410 · ⏱️ 01.07.2023): ``` git clone https://github.com/lorien/grab ``` -- [PyPi](https://pypi.org/project/grab) (📥 2.5K / month): +- [PyPi](https://pypi.org/project/grab) (📥 2.7K / month): ``` pip install grab ``` @@ -8904,14 +8904,14 @@ _处理 HTML 和 XML 的库。_ conda install -c conda-forge grab ```
-
portia (🥈23 · ⭐ 8.6K · 💀) - Scrapy 可视化爬取。BSD-3 +
portia (🥈23 · ⭐ 9.2K · 💀) - Visual scraping for Scrapy. BSD-3 -- [GitHub](https://github.com/scrapinghub/portia) (👨‍💻 50 · 🔀 1.3K · 📥 200 · 📦 43 · 📋 450 - 24% open · ⏱️ 10.07.2019): +- [GitHub](https://github.com/scrapinghub/portia) (👨‍💻 53 · 🔀 1.4K · 📥 270 · 📦 21 · 📋 450 - 24% open · ⏱️ 10.07.2019): ``` git clone https://github.com/scrapinghub/portia ``` -- [PyPi](https://pypi.org/project/portia) (📥 220 / month): +- [PyPi](https://pypi.org/project/portia) (📥 200 / month): ``` pip install portia ``` @@ -8920,46 +8920,46 @@ _处理 HTML 和 XML 的库。_ conda install -c conda-forge portia ```
-
MechanicalSoup (🥉21 · ⭐ 4.1K) - 用于自动和网络站点交互的 Python 库。MIT +
robobrowser (🥉22 · ⭐ 3.7K · 💀) - A simple, Pythonic library for browsing the web without a.. BSD-3 -- [GitHub](https://github.com/MechanicalSoup/MechanicalSoup) (👨‍💻 51 · 🔀 350 · 📥 43 · 📋 160 - 16% open · ⏱️ 03.07.2022): +- [GitHub](https://github.com/jmcarp/robobrowser) (👨‍💻 10 · 🔀 340 · 📦 950 · 📋 74 - 59% open · ⏱️ 07.06.2015): ``` - git clone https://github.com/MechanicalSoup/MechanicalSoup + git clone https://github.com/jmcarp/robobrowser ``` -- [PyPi](https://pypi.org/project/MechanicalSoup) (📥 99K / month): +- [PyPi](https://pypi.org/project/robobrowser) (📥 16K / month): ``` - pip install MechanicalSoup + pip install robobrowser ``` -- [Conda](https://anaconda.org/conda-forge/MechanicalSoup) (📥 130K · ⏱️ 31.05.2021): +- [Conda](https://anaconda.org/conda-forge/robobrowser) (📥 5.6K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge MechanicalSoup + conda install -c conda-forge robobrowser ```
-
robobrowser (🥉21 · ⭐ 3.6K · 💀) - 一个简单的，Python 风格的库，用来浏览网站，而不需要一个独立安装的浏览器。BSD-3 +
MechanicalSoup (🥉21 · ⭐ 4.6K) - A Python library for automating interaction with websites. MIT -- [GitHub](https://github.com/jmcarp/robobrowser) (👨‍💻 10 · 🔀 340 · 📦 840 · 📋 73 - 58% open · ⏱️ 07.06.2015): +- [GitHub](https://github.com/MechanicalSoup/MechanicalSoup) (👨‍💻 55 · 🔀 370 · 📥 49 · 📋 170 - 17% open · ⏱️ 07.05.2024): ``` - git clone https://github.com/jmcarp/robobrowser + git clone https://github.com/MechanicalSoup/MechanicalSoup ``` -- [PyPi](https://pypi.org/project/robobrowser) (📥 10K / month): +- [PyPi](https://pypi.org/project/MechanicalSoup) (📥 84K / month): ``` - pip install robobrowser + pip install MechanicalSoup ``` -- [Conda](https://anaconda.org/conda-forge/robobrowser) (📥 4.4K · ⏱️ 23.03.2018): +- [Conda](https://anaconda.org/conda-forge/MechanicalSoup) (📥 140K · ⏱️ 16.06.2023): ``` - conda install -c conda-forge robobrowser + conda install -c conda-forge MechanicalSoup ```
-
cola (🥉16 · ⭐ 1.4K · 💀) - 一个分布式爬虫框架。❗Unlicensed +
cola (🥉15 · ⭐ 1.5K · 💀) - A distributed crawling framework. ❗Unlicensed -- [GitHub](https://github.com/qinxuye/cola) (👨‍💻 3 · 🔀 530 · 📦 14 · 📋 65 - 20% open · ⏱️ 01.03.2020): +- [GitHub](https://github.com/qinxuye/cola) (👨‍💻 4 · 🔀 530 · 📦 39 · 📋 65 - 20% open · ⏱️ 01.03.2020): ``` git clone https://github.com/chineking/cola ``` -- [PyPi](https://pypi.org/project/cola) (📥 86 / month): +- [PyPi](https://pypi.org/project/cola) (📥 100 / month): ``` pip install cola ``` @@ -8970,34 +8970,34 @@ _处理 HTML 和 XML 的库。_

-## Web 框架 +## Web Frameworks -Back to top +Back to top -_全栈 Web 框架。_ +_Traditional full stack web frameworks._ -🔗 Django - Python 界最流行的 web 框架。 +🔗 Django - The most popular web framework in Python. -🔗 awesome-django ( ⭐ 890) - The Best Django Resource, Awesome Django for mature packages. +🔗 awesome-django ( ⭐ 1.5K) - The Best Django Resource, Awesome Django for mature packages. -🔗 Flask - 一个 Python 微型框架。 +🔗 Flask - A microframework for Python. -🔗 awesome-flask ( ⭐ 11K · 💀) - A curated list of awesome Flask resources and plugins. +🔗 awesome-flask ( ⭐ 12K · 💀) - A curated list of awesome Flask resources and plugins. -🔗 Pyramid - 一个小巧，快速，接地气的开源 Python web 框架。 +🔗 Pyramid - A small, fast, down-to-earth, open source Python web framework. -🔗 awesome-pyramid ( ⭐ 530 · 💀) - A curated list of awesome Pyramid apps, projects and resources. +🔗 awesome-pyramid ( ⭐ 550 · 💀) - A curated list of awesome Pyramid apps, projects and resources. -🔗 Tornado - 一个 web 框架和异步网络库。 +🔗 Tornado - A web framework and asynchronous networking library. -
Masonite (🥇26 · ⭐ 1.9K) - 以开发者为中心的现代 Python Web 框架。MIT +
Masonite (🥇26 · ⭐ 2.2K) - The modern and developer centric Python web framework. MIT -- [GitHub](https://github.com/MasoniteFramework/masonite) (👨‍💻 81 · 🔀 120 · 📦 440 · 📋 360 - 4% open · ⏱️ 10.08.2022): +- [GitHub](https://github.com/MasoniteFramework/masonite) (👨‍💻 87 · 🔀 130 · 📦 520 · 📋 410 - 8% open · ⏱️ 04.04.2024): ``` git clone https://github.com/MasoniteFramework/masonite ``` -- [PyPi](https://pypi.org/project/masonite) (📥 4.2K / month): +- [PyPi](https://pypi.org/project/masonite) (📥 6.2K / month): ``` pip install masonite ``` @@ -9010,45 +9010,45 @@ _全栈 Web 框架。_ ## WebSocket -Back to top +Back to top -_Web socket 相关库。_ +_Libraries for working with WebSocket._ -
channels (🥇29 · ⭐ 5.4K) - 开发者友好的 Django 异步工具。BSD-3 +
websockets (🥇31 · ⭐ 5K) - A library for building WebSocket servers and clients with a focus on.. BSD-3 -- [GitHub](https://github.com/django/channels) (👨‍💻 240 · 🔀 710 · 📦 19K · 📋 1.2K - 4% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/python-websockets/websockets) (👨‍💻 72 · 🔀 500 · 📦 180K · 📋 1.1K - 3% open · ⏱️ 16.04.2024): ``` - git clone https://github.com/django/channels + git clone https://github.com/aaugustin/websockets ``` -- [PyPi](https://pypi.org/project/channels) (📥 500K / month): +- [PyPi](https://pypi.org/project/websockets) (📥 28M / month): ``` - pip install channels + pip install websockets ``` -- [Conda](https://anaconda.org/conda-forge/channels) (📥 100K · ⏱️ 24.06.2022): +- [Conda](https://anaconda.org/conda-forge/websockets) (📥 2.6M · ⏱️ 21.10.2023): ``` - conda install -c conda-forge channels + conda install -c conda-forge websockets ```
-
websockets (🥇29 · ⭐ 4.1K) - 一个用于构建 WebSocket 服务器和客户端的库，着重于正确性和简单性。BSD-3 +
channels (🥉24 · ⭐ 6K) - Developer-friendly asynchrony for Django. BSD-3 -- [GitHub](https://github.com/aaugustin/websockets) (👨‍💻 62 · 🔀 430 · 📦 66K · 📋 900 - 2% open · ⏱️ 24.08.2022): +- [GitHub](https://github.com/django/channels) (👨‍💻 260 · 🔀 770 · 📦 21 · 📋 1.3K - 6% open · ⏱️ 15.04.2024): ``` - git clone https://github.com/aaugustin/websockets + git clone https://github.com/django/channels ``` -- [PyPi](https://pypi.org/project/websockets) (📥 11M / month): +- [PyPi](https://pypi.org/project/channels) (📥 1.3M / month): ``` - pip install websockets + pip install channels ``` -- [Conda](https://anaconda.org/conda-forge/websockets) (📥 1.4M · ⏱️ 18.04.2022): +- [Conda](https://anaconda.org/conda-forge/channels) (📥 180K · ⏱️ 03.04.2024): ``` - conda install -c conda-forge websockets + conda install -c conda-forge channels ```
-
autobahn-python (🥉24 · ⭐ 2.4K) - 适用于 Twisted 和 asyncio 的 Python WebSocket 和 WAMP。MIT +
autobahn-python (🥉24 · ⭐ 2.5K) - WebSocket & WAMP for Python on Twisted and.. MIT -- [GitHub](https://github.com/crossbario/autobahn-python) (👨‍💻 130 · 🔀 730 · 📦 20K · 📋 870 - 20% open · ⏱️ 23.08.2022): +- [GitHub](https://github.com/crossbario/autobahn-python) (👨‍💻 140 · 🔀 740 · 📦 32K · 📋 890 - 20% open · ⏱️ 13.04.2024): ``` git clone https://github.com/crossbario/autobahn-python @@ -9064,76 +9064,76 @@ _Web socket 相关库。_

-## WSGI 服务器 +## WSGI Servers -Back to top +Back to top -_兼容 WSGI 的 web 服务器_ +_WSGI-compatible web servers._ -🔗 uWSGI - uwsgi 项目的目的是开发一组全栈工具，用来建立托管服务， 由 C 语言编写。 +🔗 uWSGI - A project aims at developing a full stack for building hosting services, written in C. -
gunicorn (🥇37 · ⭐ 8.5K) - Pre-forked, 部分是由 C 语言编写的。❗Unlicensed +
gunicorn (🥇38 · ⭐ 9.5K) - Pre-forked, ported from Ruby's Unicorn project. ❗Unlicensed -- [GitHub](https://github.com/benoitc/gunicorn) (👨‍💻 370 · 🔀 1.5K · 📥 100 · 📦 730K · 📋 1.8K - 20% open · ⏱️ 25.08.2022): +- [GitHub](https://github.com/benoitc/gunicorn) (👨‍💻 420 · 🔀 1.7K · 📥 100 · 📦 1.2M · 📋 2.1K - 13% open · ⏱️ 16.04.2024): ``` git clone https://github.com/benoitc/gunicorn ``` -- [PyPi](https://pypi.org/project/gunicorn) (📥 25M / month): +- [PyPi](https://pypi.org/project/gunicorn) (📥 38M / month): ``` pip install gunicorn ``` -- [Conda](https://anaconda.org/conda-forge/gunicorn) (📥 1.2M · ⏱️ 08.04.2022): +- [Conda](https://anaconda.org/conda-forge/gunicorn) (📥 2.6M · ⏱️ 17.04.2024): ``` conda install -c conda-forge gunicorn ```
-
werkzeug (🥈36 · ⭐ 6.2K) - 一个 WSGI 工具库，驱动着 Flask ，而且可以很方便大嵌入到你的项目中去。BSD-3 +
werkzeug (🥈36 · ⭐ 6.6K) - A WSGI utility library for Python that powers Flask and can easily be.. BSD-3 -- [GitHub](https://github.com/pallets/werkzeug) (👨‍💻 460 · 🔀 1.6K · 📥 250 · 📦 800K · 📋 1K - 1% open · ⏱️ 08.08.2022): +- [GitHub](https://github.com/pallets/werkzeug) (👨‍💻 490 · 🔀 1.7K · 📥 880 · 📦 1.3M · 📋 1.2K - 0% open · ⏱️ 06.05.2024): ``` git clone https://github.com/pallets/werkzeug ``` -- [PyPi](https://pypi.org/project/werkzeug) (📥 99M / month): +- [PyPi](https://pypi.org/project/werkzeug) (📥 91M / month): ``` pip install werkzeug ``` -- [Conda](https://anaconda.org/conda-forge/werkzeug) (📥 5.3M · ⏱️ 09.08.2022): +- [Conda](https://anaconda.org/conda-forge/werkzeug) (📥 10M · ⏱️ 06.05.2024): ``` conda install -c conda-forge werkzeug ```
-
bjoern (🥉23 · ⭐ 2.8K) - 异步，非常快速，由 C 语言编写。❗Unlicensed +
waitress (🥉30 · ⭐ 1.4K) - Multi-threaded, powers Pyramid. ❗Unlicensed -- [GitHub](https://github.com/jonashaag/bjoern) (👨‍💻 44 · 🔀 180 · 📦 470 · 📋 150 - 17% open · ⏱️ 18.07.2022): +- [GitHub](https://github.com/Pylons/waitress) (👨‍💻 54 · 🔀 160 · 📦 180K · 📋 230 - 5% open · ⏱️ 05.02.2024): ``` - git clone https://github.com/jonashaag/bjoern + git clone https://github.com/Pylons/waitress ``` -- [PyPi](https://pypi.org/project/bjoern) (📥 22K / month): +- [PyPi](https://pypi.org/project/waitress) (📥 4.7M / month): ``` - pip install bjoern + pip install waitress ``` -- [Conda](https://anaconda.org/conda-forge/bjoern) (📥 77K · ⏱️ 14.08.2022): +- [Conda](https://anaconda.org/conda-forge/waitress) (📥 190K · ⏱️ 05.02.2024): ``` - conda install -c conda-forge bjoern + conda install -c conda-forge waitress ```
-
waitress (🥉22 · ⭐ 1.1K) - 多线程, 是它驱动着 Pyramid 框架。❗Unlicensed +
bjoern (🥉22 · ⭐ 3K · 💀) - Asynchronous, very fast and written in C. ❗Unlicensed -- [GitHub](https://github.com/Pylons/waitress) (👨‍💻 45 · 🔀 140 · 📋 210 - 7% open · ⏱️ 31.07.2022): +- [GitHub](https://github.com/jonashaag/bjoern) (👨‍💻 44 · 🔀 180 · 📦 740 · 📋 160 - 16% open · ⏱️ 11.09.2022): ``` - git clone https://github.com/Pylons/waitress + git clone https://github.com/jonashaag/bjoern ``` -- [PyPi](https://pypi.org/project/waitress) (📥 2.6M / month): +- [PyPi](https://pypi.org/project/bjoern) (📥 31K / month): ``` - pip install waitress + pip install bjoern ``` -- [Conda](https://anaconda.org/conda-forge/waitress) (📥 74K · ⏱️ 31.05.2022): +- [Conda](https://anaconda.org/conda-forge/bjoern) (📥 120K · ⏱️ 05.10.2023): ``` - conda install -c conda-forge waitress + conda install -c conda-forge bjoern ```
diff --git a/history/2024-05-09_changes.md b/history/2024-05-09_changes.md new file mode 100644 index 0000000..1648c2c --- /dev/null +++ b/history/2024-05-09_changes.md @@ -0,0 +1,20 @@ +## 📈 Trending Up + +_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ + +- fastapi (🥇41 · ⭐ 71K · 📈) - A modern, fast, web framework for building APIs with Python 3.6+ based.. MIT +- Seaborn (🥇39 · ⭐ 12K · 📈) - Statistical data visualization using Matplotlib. BSD-3 +- uvicorn (🥇38 · ⭐ 7.9K · 📈) - A lightning-fast ASGI server implementation, using uvloop and.. BSD-3 +- django-storages (🥇34 · ⭐ 2.6K · 📈) - A collection of custom storage back ends for Django. BSD-3 +- Rope (🥇32 · ⭐ 1.8K · 📈) - Rope is a python refactoring library. ❗️LGPL-3.0 + +## 📉 Trending Down + +_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ + +- httpie (🥈27 · ⭐ 32K · 📉) - A command line HTTP client, a user-friendly cURL replacement. BSD-3 +- redis-py (🥈27 · ⭐ 12K · 📉) - The Python client for Redis. MIT +- geopy (🥇26 · ⭐ 4.3K · 📉) - Python Geocoding Toolbox. MIT +- sentry-python (🥉22 · ⭐ 1.8K · 📉) - Sentry SDK for Python. MIT +- dateutil (🥉19 · ⭐ 2.3K · 📉) - Extensions to the standard Python.. ❗Unlicensed + diff --git a/history/2024-05-09_projects.csv b/history/2024-05-09_projects.csv new file mode 100644 index 0000000..3c06ef3 --- /dev/null +++ b/history/2024-05-09_projects.csv @@ -0,0 +1,691 @@ +,name,description,category,resource,homepage,show,projectrank,github_id,github_url,created_at,updated_at,last_commit_pushed_at,fork_count,star_count,contributor_count,open_issue_count,closed_issue_count,commit_count,license,updated_github_id,dependent_project_count,github_dependent_project_count,pypi_id,conda_id,latest_stable_release_published_at,latest_stable_release_number,release_count,pypi_url,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,trending,github_release_downloads +0,django-grappelli,A jazzy skin for the Django Admin-Interface.,Admin Panels,True,https://grappelliproject.com/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1,django-suit,Alternative Django Admin-Interface (free only for Non-commercial use).,Admin Panels,True,https://djangosuit.com/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2,awesome-asyncio,"A curated list of awesome Python asyncio frameworks, libraries, software and resources.",Asynchronous Programming,True,https://github.com/timofurrer/awesome-asyncio,True,0,timofurrer/awesome-asyncio,https://github.com/timofurrer/awesome-asyncio,2016-11-01 10:04:45.000,2023-04-09 17:23:44.000,2023-01-08 12:27:37,299.0,4422.0,57.0,,,,,,,,,,,,,,,,,,,,, +3,Twisted,An event-driven networking engine.,Asynchronous Programming,True,https://twistedmatrix.com/trac/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4,mingus,An advanced music theory and notation package with MIDI file and playback support.,Audio,True,http://bspaans.github.io/python-mingus/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5,BitBake,A make-like build tool for embedded Linux.,Build Tools,True,http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6,buildout,"A build system for creating, assembling and deploying applications from multiple parts.",Build Tools,True,http://www.buildout.org/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,SCons,A software construction tool.,Build Tools,True,http://www.scons.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8,dataclasses,(Python standard library) Data classes.,Built-in Classes Enhancement,True,https://docs.python.org/3/library/dataclasses.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +9,django-cms,An Open source enterprise CMS based on the Django.,CMS,True,https://www.django-cms.org/en/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +10,plone,A CMS built on top of the open source application server Zope.,CMS,True,https://plone.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +11,wagtail,A Django content management system.,CMS,True,https://wagtail.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +12,dogpile.cache,dogpile.cache is next generation replacement for Beaker made by same authors.,Caching,True,http://dogpilecache.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +13,HermesCache,Python caching library with tag-based invalidation and dogpile effect prevention.,Caching,True,https://pypi.org/project/HermesCache/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +14,python-diskcache,SQLite and file backed cache backend with faster lookups than memcached and redis.,Caching,True,http://www.grantjenks.com/docs/diskcache/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +15,flake8,"A wrapper around `pycodestyle`, `pyflakes` and McCabe.",Code Analysis,True,https://pypi.org/project/flake8/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +16,awesome-flake8-extensions,A curated awesome list of flake8 extensions. Feel free to contribute!.,Code Analysis,True,https://github.com/DmytroLitvinov/awesome-flake8-extensions,True,0,DmytroLitvinov/awesome-flake8-extensions,https://github.com/DmytroLitvinov/awesome-flake8-extensions,2018-11-08 21:06:55.000,2024-03-23 09:40:11.000,2024-03-23 09:40:10,52.0,1193.0,53.0,1.0,17.0,218.0,,,,,,,,,,,,,,,,,, +17,pylint,A fully customizable source code analyzer.,Code Analysis,True,https://www.pylint.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +18,awesome-python-typing,"Collection of awesome Python types, stubs, plugins, and tools to work with them.",Code Analysis,True,https://github.com/typeddjango/awesome-python-typing,True,0,typeddjango/awesome-python-typing,https://github.com/typeddjango/awesome-python-typing,2019-09-10 20:57:50.000,2024-04-10 14:15:32.000,2024-04-10 14:15:32,65.0,1596.0,32.0,3.0,17.0,117.0,CC-BY-SA-4.0,,,,,,,,,,,,,,,,, +19,mypy,Check variable types during compile time.,Code Analysis,True,http://mypy-lang.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +20,cement,CLI Application Framework for Python.,Command-line Interface Development,True,http://builtoncement.com/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +21,click,A package for creating beautiful command line interfaces in a composable way.,Command-line Interface Development,True,http://click.pocoo.org/dev/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22,cliff,A framework for creating command-line programs with multi-level commands.,Command-line Interface Development,True,https://docs.openstack.org/developer/cliff/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23,docopt,Pythonic command line arguments parser.,Command-line Interface Development,True,http://docopt.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +24,colorama,Cross-platform colored terminal text.,Command-line Interface Development,True,https://pypi.org/project/colorama/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +25,python-future,The missing compatibility layer between Python 2 and Python 3.,Compatibility,True,http://python-future.org/index.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +26,six,Python 2 and 3 compatibility utilities.,Compatibility,True,https://pypi.org/project/six/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +27,OpenCV,Open Source Computer Vision Library.,Computer Vision,True,https://opencv.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +28,concurrent.futures,(Python standard library) A high-level interface for asynchronously executing callables.,Concurrency and Parallelism,True,https://docs.python.org/3/library/concurrent.futures.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +29,eventlet,Asynchronous framework with WSGI support.,Concurrency and Parallelism,True,http://eventlet.net/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +30,gevent,A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).,Concurrency and Parallelism,True,http://www.gevent.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +31,multiprocessing,(Python standard library) Process-based parallelism.,Concurrency and Parallelism,True,https://docs.python.org/3/library/multiprocessing.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32,configparser,(Python standard library) INI file parser.,Configuration,True,https://docs.python.org/3/library/configparser.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +33,profig,Config from multiple formats with value conversion.,Configuration,True,https://profig.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34,cryptography,A package designed to expose cryptographic primitives and recipes to Python developers.,Cryptography,True,https://cryptography.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +35,passlib,"Secure password storage/hashing library, very high level.",Cryptography,True,https://passlib.readthedocs.io/en/stable/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +36,Orange,"Data mining, data visualization, analysis and machine learning through visual programming or scripts.",Data Analysis,True,https://orange.biolab.si/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +37,Pandas,"A library providing high-performance, easy-to-use data structures and data analysis tools.",Data Analysis,True,http://pandas.pydata.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +38,colander,"Validating and deserializing data obtained via XML, JSON, an HTML form post.",Data Validation,True,https://docs.pylonsproject.org/projects/colander/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +39,Dash,"Built on top of Flask, React and Plotly aimed at analytical web applications.",Data Visualization,True,https://plot.ly/products/dash/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +40,awesome-dash,A curated list of awesome Dash (plotly) resources.,Data Visualization,True,https://github.com/ucg8j/awesome-dash,True,0,Acrotrend/awesome-dash,https://github.com/ucg8j/awesome-dash,2017-10-23 15:17:19.000,2024-02-25 15:17:28.000,2022-12-11 17:41:56,243.0,2041.0,18.0,,2.0,148.0,CC0-1.0,ucg8j/awesome-dash,,,,,,,,,,,,,,,, +41,Matplotlib,A Python 2D plotting library.,Data Visualization,True,http://matplotlib.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +42,Pygal,A Python SVG Charts Creator.,Data Visualization,True,http://www.pygal.org/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +43,PyGraphviz,Python interface to [Graphviz](http://www.graphviz.org/).,Data Visualization,True,https://pypi.org/project/pygraphviz/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +44,PyQtGraph,Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.,Data Visualization,True,http://www.pyqtgraph.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +45,awesome-postgres,"A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql.",Database Drivers,True,https://github.com/dhamaniasad/awesome-postgres,True,0,dhamaniasad/awesome-postgres,https://github.com/dhamaniasad/awesome-postgres,2015-08-02 07:27:17.000,2024-04-28 08:32:32.000,2024-04-22 17:09:32,758.0,9572.0,147.0,21.0,19.0,608.0,CC0-1.0,,21.0,21.0,,,,,,,,,,,,,, +46,psycopg2,The most popular PostgreSQL adapter for Python.,Database Drivers,True,http://initd.org/psycopg/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +47,awesome-sqlite,"A collection of awesome sqlite tools, scripts, books, etc.",Database Drivers,True,https://github.com/planetopendata/awesome-sqlite,True,0,planetopendata/awesome-sqlite,https://github.com/planetopendata/awesome-sqlite,2015-04-28 16:49:06.000,2024-02-26 16:07:25.000,2024-02-26 16:07:24,33.0,287.0,13.0,,1.0,58.0,CC0-1.0,,,,,,,,,,,,,,,,, +48,sqlite3,(Python standard library) SQlite interface compliant with DB-API 2.0.,Database Drivers,True,https://docs.python.org/3/library/sqlite3.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +49,pymssql,A simple database interface to Microsoft SQL Server.,Database Drivers,True,https://pymssql.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +50,py2neo,A client library and toolkit for working with Neo4j.,Database Drivers,True,https://py2neo.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +51,Arrow,"A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and..",Date and Time,True,https://arrow.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +52,pytz,"World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database)..",Date and Time,True,https://launchpad.net/pytz,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +53,cloudinit,A multi-distribution package that handles early initialization of a cloud instance.,DevOps Tools,True,https://cloudinit.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +54,OpenStack,Open source software for building private and public clouds.,DevOps Tools,True,https://www.openstack.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +55,BorgBackup,A deduplicating archiver with compression and encryption.,DevOps Tools,True,https://www.borgbackup.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56,docker-compose,"Fast, isolated development environments using [Docker](https://www.docker.com/).",DevOps Tools,True,https://docs.docker.com/compose/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +57,PySpark,[Apache Spark](https://spark.apache.org/) Python API.,Distributed Computing,True,https://pypi.org/project/pyspark/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +58,Nuitka,"Compile scripts, modules, packages to an executable or extension module.",Distribution,True,http://nuitka.net/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +59,py2app,Freezes Python scripts (Mac OS X).,Distribution,True,http://pythonhosted.org/py2app/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +60,py2exe,Freezes Python scripts (Windows).,Distribution,True,http://www.py2exe.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +61,pynsist,"A tool to build Windows installers, installers bundle Python itself.",Distribution,True,http://pynsist.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +62,awesome-sphinxdoc,A curated list of awesome tools for Sphinx Python Documentation Generator.,Documentation,True,https://github.com/yoloseem/awesome-sphinxdoc,True,0,yoloseem/awesome-sphinxdoc,https://github.com/yoloseem/awesome-sphinxdoc,2014-10-13 07:36:19.000,2023-09-09 15:09:55.000,2023-01-16 02:43:07,71.0,910.0,24.0,2.0,6.0,148.0,,,,,,,,,,,,,,,,,, +63,you-get,A YouTube/Youku/Niconico video downloader written in Python 3.,Downloader,True,https://you-get.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +64,youtube-dl,A small command-line program to download videos from YouTube.,Downloader,True,https://rg3.github.io/youtube-dl/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +65,django-oscar,An open-source e-commerce framework for Django.,E-commerce,True,http://oscarcommerce.com/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +66,saleor,An e-commerce storefront for Django.,E-commerce,True,http://getsaleor.com/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +67,shoop,An open source E-Commerce platform based on Django.,E-commerce,True,https://www.shuup.com/en/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +68,Python,The official VSCode extension with rich support for Python.,Editor Plugins and IDEs,True,https://marketplace.visualstudio.com/items?itemName=ms-python.python,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +69,PyCharm,Commercial Python IDE by JetBrains. Has free community edition available.,Editor Plugins and IDEs,True,https://www.jetbrains.com/pycharm/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +70,Zato,"ESB, SOA, REST, APIs and Cloud Integrations in Python.",Enterprise Application Integrations,True,https://zato.io,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +71,mimetypes,(Python standard library) Map filenames to MIME types.,Files,True,https://docs.python.org/3/library/mimetypes.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +72,pathlib,"(Python standard library) An cross-platform, object-oriented path library.",Files,True,https://docs.python.org/3/library/pathlib.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +73,cffi,Foreign Function Interface for Python calling C code.,Foreign Function Interface,True,https://pypi.org/project/cffi/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +74,ctypes,(Python standard library) Foreign Function Interface for Python calling C code.,Foreign Function Interface,True,https://docs.python.org/3/library/ctypes.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +75,PyCUDA,A Python wrapper for Nvidia's CUDA API.,Foreign Function Interface,True,https://mathema.tician.de/software/pycuda/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +76,SWIG,Simplified Wrapper and Interface Generator.,Foreign Function Interface,True,http://www.swig.org/Doc1.3/Python.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +77,curses,Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.,GUI Development,True,https://docs.python.org/3/library/curses.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +78,kivy,"A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.",GUI Development,True,https://kivy.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +79,PyGObject,Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).,GUI Development,True,https://wiki.gnome.org/Projects/PyGObject,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +80,PyQt,Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.,GUI Development,True,https://riverbankcomputing.com/software/pyqt/intro,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +81,Tkinter,Tkinter is Python's de-facto standard GUI package.,GUI Development,True,https://wiki.python.org/moin/TkInter,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +82,urwid,"A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.",GUI Development,True,http://urwid.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +83,wxPython,A blending of the wxWidgets C++ class library with the Python.,GUI Development,True,https://wxpython.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +84,tartiflette,SDL-first GraphQL engine implementation for Python 3.6+ and asyncio.,GraphQL,True,https://tartiflette.io,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +85,Arcade,Arcade is a modern Python framework for crafting games with compelling graphics and sound.,Game Development,True,https://arcade.academy/index.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +86,Cocos2d,"cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.",Game Development,True,http://cocos2d.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +87,Harfang3D,"Python framework for 3D, VR and game development.",Game Development,True,http://www.harfang3d.com,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +88,Panda3D,3D game engine developed by Disney.,Game Development,True,https://www.panda3d.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +89,Pygame,Pygame is a set of Python modules designed for writing games.,Game Development,True,http://www.pygame.org/news.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +90,PyOgre,"Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.",Game Development,True,http://www.ogre3d.org/tikiwiki/PyOgre,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +91,PyOpenGL,Python ctypes bindings for OpenGL and it's related APIs.,Game Development,True,http://pyopengl.sourceforge.net/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +92,PySDL2,A ctypes based wrapper for the SDL2 library.,Game Development,True,https://pysdl2.readthedocs.io,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +93,RenPy,A Visual Novel engine.,Game Development,True,https://www.renpy.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +94,GeoDjango,A world-class geographic web framework.,Geolocation,True,https://docs.djangoproject.com/en/dev/ref/contrib/gis/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +95,BeautifulSoup,"Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.",HTML Manipulation,True,https://www.crummy.com/software/BeautifulSoup/bs4/doc/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +96,cssutils,A CSS library for Python.,HTML Manipulation,True,https://pypi.org/project/cssutils/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +97,lxml,"A very fast, easy-to-use and versatile library for handling HTML and XML.",HTML Manipulation,True,http://lxml.de/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +98,WeasyPrint,A visual rendering engine for HTML and CSS that can export to PDF.,HTML Manipulation,True,http://weasyprint.org,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +99,xmldataset,Simple XML Parsing.,HTML Manipulation,True,https://xmldataset.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +100,ino,Command line toolkit for working with Arduino.,Hardware,True,http://inotool.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +101,Pingo,"Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.",Hardware,True,http://www.pingo.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +102,imgSeek,A project for searching a collection of images using visual similarity.,Image Processing,True,https://sourceforge.net/projects/imgseek/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +103,PyMatting,A library for alpha matting.,Image Processing,True,http://github.com/pymatting/pymatting,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +104,scikit-image,A Python library for (scientific) image processing.,Image Processing,True,http://scikit-image.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +105,Cython,Optimizing Static Compiler for Python.,Implementations,True,http://cython.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +106,Jython,Implementation of Python programming language written in Java for the JVM.,Implementations,True,https://hg.python.org/jython,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +107,Numba,Python JIT compiler to LLVM aimed at scientific Python.,Implementations,True,http://numba.pydata.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +108,PyPy,A very fast and compliant implementation of the Python language.,Implementations,True,https://foss.heptapod.net/pypy/pypy,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +109,Jupyter Notebook (IPython),A rich toolkit to help you make the most out of using Python interactively.,Interactive Interpreter,True,https://jupyter.org,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +110,awesome-jupyter,"A curated list of awesome Jupyter projects, libraries and resources.",Interactive Interpreter,True,https://github.com/markusschanta/awesome-jupyter,True,0,markusschanta/awesome-jupyter,https://github.com/markusschanta/awesome-jupyter,2017-08-27 22:00:02.000,2024-05-08 23:58:01.000,2024-03-04 07:58:33,385.0,3788.0,83.0,3.0,13.0,225.0,CC-BY-SA-4.0,,,,,,,,,,,,,,,,, +111,Babel,An internationalization library for Python.,Internationalization,True,http://babel.pocoo.org/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +112,Airflow,"Airflow is a platform to programmatically author, schedule and monitor workflows.",Job Scheduler,True,https://airflow.apache.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +113,APScheduler,A light but powerful in-process task scheduler that lets you schedule functions.,Job Scheduler,True,http://apscheduler.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +114,doit,A task runner and build tool.,Job Scheduler,True,http://pydoit.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +115,Joblib,A set of tools to provide lightweight pipelining in Python.,Job Scheduler,True,https://joblib.readthedocs.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +116,TaskFlow,"A Python library that helps to make task execution easy, consistent and reliable.",Job Scheduler,True,https://docs.openstack.org/developer/taskflow/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +117,logbook,Logging replacement for Python.,Logging,True,http://logbook.readthedocs.io/en/stable/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +118,logging,(Python standard library) Logging facility for Python.,Logging,True,https://docs.python.org/3/library/logging.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +119,structlog,Structured logging made easy.,Logging,True,https://www.structlog.org/en/stable/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +120,scikit-learn,The most popular Python library for Machine Learning.,Machine Learning,True,http://scikit-learn.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +121,Spark ML,[Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library.,Machine Learning,True,http://spark.apache.org/docs/latest/ml-guide.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +122,"Python(x,y)",Scientific-applications-oriented Python Distribution based on Qt and Spyder.,Microsoft Windows,True,http://python-xy.github.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +123,pythonlibs,Unofficial Windows binaries for Python extension packages.,Microsoft Windows,True,http://www.lfd.uci.edu/~gohlke/pythonlibs/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +124,WinPython,Portable development environment for Windows 7/8.,Microsoft Windows,True,https://winpython.github.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +125,tryton,A general purpose business framework.,Miscellaneous,True,http://www.tryton.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +126,nltk,A leading platform for building Python programs to work with human language data.,Natural Language Processing,True,http://www.nltk.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +127,spacy,A library for industrial-strength natural language processing in Python and Cython.,Natural Language Processing,True,https://spacy.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +128,Django Models,The Django ORM.,ORM,True,https://docs.djangoproject.com/en/dev/topics/db/models/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +129,SQLAlchemy,The Python SQL Toolkit and Object Relational Mapper.,ORM,True,https://www.sqlalchemy.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +130,awesome-sqlalchemy,A curated list of awesome tools for SQLAlchemy.,ORM,True,https://github.com/dahlia/awesome-sqlalchemy,True,0,dahlia/awesome-sqlalchemy,https://github.com/dahlia/awesome-sqlalchemy,2014-09-22 02:13:34.000,2024-03-23 17:35:26.000,2023-10-08 01:14:19,140.0,2734.0,33.0,6.0,3.0,,,,,,,,,,,,,,,,,,, +131,pip,The package installer for Python.,Package Management,True,https://pip.pypa.io/en/stable/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +132,PyPI,,Package Management,True,https://pypi.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +133,sarge,Yet another wrapper for subprocess.,Processes,True,https://sarge.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +134,Bicycle Repair Man,"Bicycle Repair Man, a refactoring tool for Python.",Refactoring,True,http://bicyclerepair.sourceforge.net/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +135,Bowler,Safe code refactoring for modern Python.,Refactoring,True,https://pybowler.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +136,django-rest-framework,A powerful and flexible toolkit to build web APIs.,RESTful API,True,http://www.django-rest-framework.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +137,django-tastypie,Creating delicious APIs for Django apps.,RESTful API,True,http://tastypieapi.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +138,vibora,"Fast, efficient and asynchronous Web framework inspired by Flask.",RESTful API,True,https://vibora.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +139,rospy,This is a library for ROS (Robot Operating System).,Robotics,True,http://wiki.ros.org/rospy,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +140,astropy,A community Python library for Astronomy.,Science,True,http://www.astropy.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +141,Biopython,Biopython is a set of freely available tools for biological computation.,Science,True,http://biopython.org/wiki/Main_Page,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +142,cclib,A library for parsing and interpreting the results of computational chemistry packages.,Science,True,http://cclib.github.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +143,Colour,Implementing a comprehensive number of colour theory transformations and algorithms.,Science,True,http://colour-science.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +144,NetworkX,A high-productivity software for complex networks.,Science,True,https://networkx.github.io/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +145,NIPY,A collection of neuroimaging toolkits.,Science,True,http://nipy.org,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +146,NumPy,A fundamental package for scientific computing with Python.,Science,True,http://www.numpy.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +147,Open Babel,A chemical toolbox designed to speak the many languages of chemical data.,Science,True,http://openbabel.org/wiki/Main_Page,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +148,PyDy,"Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.",Science,True,http://www.pydy.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +149,QuTiP,Quantum Toolbox in Python.,Science,True,http://qutip.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +150,RDKit,Cheminformatics and Machine Learning Software.,Science,True,http://www.rdkit.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +151,SciPy,"A Python-based ecosystem of open-source software for mathematics, science, and engineering.",Science,True,https://www.scipy.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +152,SimPy,A process-based discrete-event simulation framework.,Science,True,https://gitlab.com/team-simpy/simpy,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +153,elasticsearch-py,The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).,Search,True,https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +154,whoosh,"A fast, pure Python search engine library.",Search,True,http://whoosh.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +155,openpyxl,A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.,Specific Formats Processing,True,https://openpyxl.readthedocs.io/en/stable/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +156,ReportLab,Allowing Rapid creation of rich PDF documents.,Specific Formats Processing,True,https://www.reportlab.com/opensource/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +157,PyYAML,YAML implementations for Python.,Specific Formats Processing,True,http://pyyaml.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +158,celery,An asynchronous task queue/job queue based on distributed message passing.,Task Queues,True,https://docs.celeryproject.org/en/stable/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +159,Genshi,Python templating toolkit for generation of web-aware output.,Template Engine,True,https://genshi.edgewall.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +160,Mako,Hyperfast and lightweight templating for the Python platform.,Template Engine,True,http://www.makotemplates.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +161,pytest,A mature full-featured Python testing tool.,Testing,True,https://docs.pytest.org/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +162,unittest,(Python standard library) Unit testing framework.,Testing,True,https://docs.python.org/3/library/unittest.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +163,mamba,The definitive testing tool for Python. Born under the banner of BDD.,Testing,True,http://nestorsalceda.github.io/mamba/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +164,tox,Auto builds and tests distributions in multiple Python versions.,Testing,True,https://tox.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +165,Selenium,Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.,Testing,True,https://pypi.org/project/selenium/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +166,doublex,Powerful test doubles framework for Python.,Testing,True,https://pypi.org/project/doublex/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +167,mock,(Python standard library) A mocking and patching library.,Testing,True,https://docs.python.org/3/library/unittest.mock.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +168,coverage,Code coverage measurement.,Testing,True,https://pypi.org/project/coverage/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +169,radar,Generate random datetime / time.,Testing,True,https://pypi.org/project/radar/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +170,difflib,(Python standard library) Helpers for computing deltas.,Text Processing,True,https://docs.python.org/3/library/difflib.html,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +171,unidecode,ASCII transliterations of Unicode text.,Text Processing,True,https://pypi.org/project/Unidecode/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +172,pygments,A generic syntax highlighter.,Text Processing,True,http://pygments.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +173,apache-libcloud,One Python library for all clouds.,Third-party APIs,True,https://libcloud.apache.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +174,moviepy,"A module for script-based movie editing with many formats, including animated GIFs.",Video,True,https://zulko.github.io/moviepy/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +175,fanstatic,"Packages, optimizes, and serves static file dependencies as Python packages.",Web Asset Management,True,http://www.fanstatic.org/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +176,fileconveyor,"A daemon to detect and sync files to CDNs, S3 and FTP.",Web Asset Management,True,http://wimleers.com/fileconveyor,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +177,feedparser,Universal feed parser.,Web Crawling,True,https://pythonhosted.org/feedparser/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +178,scrapy,A fast high-level screen scraping and web crawling framework.,Web Crawling,True,https://scrapy.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +179,Django,The most popular web framework in Python.,Web Frameworks,True,https://www.djangoproject.com/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +180,awesome-django,"The Best Django Resource, Awesome Django for mature packages.",Web Frameworks,True,https://github.com/shahraizali/awesome-django,True,0,shahraizali/awesome-django,https://github.com/shahraizali/awesome-django,2019-03-06 12:08:06.000,2024-05-05 06:52:58.000,2024-01-01 14:33:19,243.0,1523.0,157.0,2.0,1.0,614.0,,,,,,,,,,,,,,,,,, +181,Flask,A microframework for Python.,Web Frameworks,True,http://flask.pocoo.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +182,awesome-flask,A curated list of awesome Flask resources and plugins.,Web Frameworks,True,https://github.com/humiaozuzu/awesome-flask,True,0,humiaozuzu/awesome-flask,https://github.com/humiaozuzu/awesome-flask,2014-03-08 07:54:36.000,2023-11-06 14:01:52.000,2019-09-17 07:46:46,1526.0,11937.0,56.0,19.0,15.0,225.0,,,21.0,21.0,,,,,,,,,,,,,, +183,Pyramid,"A small, fast, down-to-earth, open source Python web framework.",Web Frameworks,True,https://pylonsproject.org/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +184,awesome-pyramid,"A curated list of awesome Pyramid apps, projects and resources.",Web Frameworks,True,https://github.com/uralbash/awesome-pyramid,True,0,uralbash/awesome-pyramid,https://github.com/uralbash/awesome-pyramid,2014-09-05 12:17:59.000,2021-07-08 12:28:10.000,2021-07-08 12:28:10,55.0,547.0,22.0,,2.0,140.0,,,,,,,,,,,,,,,,,, +185,Tornado,A web framework and asynchronous networking library.,Web Frameworks,True,http://www.tornadoweb.org/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +186,uWSGI,"A project aims at developing a full stack for building hosting services, written in C.",WSGI Servers,True,https://uwsgi-docs.readthedocs.io/en/latest/,True,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +187,tensorflow,The most popular Deep Learning framework created by Google.,Deep Learning,,https://github.com/tensorflow/tensorflow,True,45,tensorflow/tensorflow,https://github.com/tensorflow/tensorflow,2015-11-07 01:19:20.000,2024-05-09 14:19:38.000,2024-05-09 13:54:59,72315.0,182684.0,4600.0,1947.0,37246.0,164134.0,Apache-2.0,,367464.0,367464.0,tensorflow,conda-forge/tensorflow,2024-03-08 19:09:29,2.15.1,100.0,https://pypi.org/project/tensorflow,23088528.0,23375336.0,https://anaconda.org/conda-forge/tensorflow,2024-01-30 00:38:25.304,4588943.0,1.0,, +188,fastapi,"A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.",RESTful API,,https://github.com/tiangolo/fastapi,True,41,tiangolo/fastapi,https://github.com/tiangolo/fastapi,2018-12-08 08:21:47.000,2024-05-09 14:00:27.000,2024-05-08 19:11:08,5930.0,71339.0,629.0,39.0,3362.0,4244.0,MIT,,356142.0,356142.0,fastapi,conda-forge/fastapi,2024-05-03 00:21:04,0.111.0,103.0,https://pypi.org/project/fastapi,34084617.0,34127181.0,https://anaconda.org/conda-forge/fastapi,2024-05-08 19:39:10.949,2043097.0,1.0,11.0, +189,boto3,Python interface to Amazon Web Services.,Third-party APIs,,https://github.com/boto/boto3,True,41,boto/boto3,https://github.com/boto/boto3,2014-10-03 21:38:03.000,2024-05-08 19:18:43.000,2024-05-08 18:07:15,1781.0,8712.0,155.0,186.0,3036.0,7501.0,Apache-2.0,,428994.0,428994.0,boto3,conda-forge/boto3,2015-04-09 19:29:21,0.0.14,1487.0,https://pypi.org/project/boto3,1419814859.0,1420208568.0,https://anaconda.org/conda-forge/boto3,2024-05-08 13:56:12.222,18898045.0,1.0,, +190,requests,HTTP Requests for Humans.,HTTP Clients,,https://github.com/psf/requests,True,39,psf/requests,https://github.com/psf/requests,2011-02-13 18:38:17.000,2024-05-08 15:21:43.000,2024-04-23 17:50:19,8941.0,51406.0,755.0,200.0,3702.0,,Apache-2.0,,2910038.0,2910038.0,requests,conda-forge/requests,2023-05-22 15:26:23,2.31.0,32.0,https://pypi.org/project/requests,461174597.0,461614241.0,https://anaconda.org/conda-forge/requests,2023-06-16 13:18:00.202,41731372.0,1.0,,10291.0 +191,rich,Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler.,Command-line Interface Development,,https://github.com/Textualize/rich,True,39,willmcgugan/rich,https://github.com/Textualize/rich,2019-11-10 15:28:09.000,2024-05-01 14:24:50.000,2024-05-01 14:24:50,1657.0,47283.0,238.0,186.0,1074.0,3887.0,MIT,Textualize/rich,202067.0,202067.0,rich,conda-forge/rich,2024-02-28 14:52:38,13.7.1,109.0,https://pypi.org/project/rich,59312840.0,59459516.0,https://anaconda.org/conda-forge/rich,2024-02-28 20:06:23.063,6747099.0,1.0,, +192,xgboost,"A scalable, portable, and distributed gradient boosting library.",Machine Learning,,https://github.com/dmlc/xgboost,True,39,dmlc/xgboost,https://github.com/dmlc/xgboost,2014-02-06 17:28:03.000,2024-05-09 00:13:31.000,2024-05-08 23:44:07,8169.0,25608.0,640.0,377.0,4757.0,6831.0,Apache-2.0,,90469.0,90469.0,xgboost,conda-forge/xgboost,2023-12-19 10:07:53,2.0.3,56.0,https://pypi.org/project/xgboost,19193312.0,19296555.0,https://anaconda.org/conda-forge/xgboost,2024-04-18 01:21:37.436,4746048.0,1.0,,8537.0 +193,Seaborn,Statistical data visualization using Matplotlib.,Data Visualization,,https://github.com/mwaskom/seaborn,True,39,mwaskom/seaborn,https://github.com/mwaskom/seaborn,2012-06-18 18:41:19.000,2024-05-07 10:43:38.000,2024-04-25 14:36:49,1794.0,11985.0,212.0,129.0,2367.0,3234.0,BSD-3-Clause,,402968.0,402968.0,seaborn,conda-forge/seaborn,2024-01-25 13:21:20,0.13.2,37.0,https://pypi.org/project/seaborn,17310054.0,17494095.0,https://anaconda.org/conda-forge/seaborn,2024-04-30 16:33:12.611,8649827.0,1.0,10.0,387.0 +194,faker,A Python package that generates fake data.,Testing,,https://github.com/joke2k/faker,True,38,joke2k/faker,https://github.com/joke2k/faker,2012-11-12 23:00:09.000,2024-05-09 08:08:10.993,2024-05-08 21:22:35,1828.0,17141.0,576.0,11.0,699.0,3667.0,MIT,,212380.0,212380.0,faker,conda-forge/faker,2024-05-08 21:27:25,25.1.0,245.0,https://pypi.org/project/faker,15331396.0,15351074.0,https://anaconda.org/conda-forge/faker,2024-05-09 08:08:10.993,924888.0,1.0,, +195,httpx,A next generation HTTP client for Python.,HTTP Clients,,https://github.com/encode/httpx,True,38,encode/httpx,https://github.com/encode/httpx,2019-04-04 12:27:00.000,2024-05-08 15:20:42.000,2024-05-05 16:24:16,785.0,12404.0,222.0,25.0,802.0,1448.0,BSD-3-Clause,,198305.0,198305.0,httpx,conda-forge/httpx,2024-02-21 13:06:50,0.27.0,49.0,https://pypi.org/project/httpx,59682220.0,59718062.0,https://anaconda.org/conda-forge/httpx,2024-02-21 15:58:12.168,1720463.0,2.0,, +196,psutil,A cross-platform process and system utilities module.,DevOps Tools,,https://github.com/giampaolo/psutil,True,38,giampaolo/psutil,https://github.com/giampaolo/psutil,2014-05-23 14:01:48.000,2024-04-30 11:43:38.000,2024-04-18 16:10:27,1329.0,9963.0,206.0,276.0,1437.0,6060.0,BSD-3-Clause,,482082.0,482082.0,psutil,conda-forge/psutil,,,40.0,https://pypi.org/project/psutil,104544016.0,105205565.0,https://anaconda.org/conda-forge/psutil,2024-02-08 19:11:03.012,30431296.0,1.0,, +197,gunicorn,"Pre-forked, ported from Ruby's Unicorn project.",WSGI Servers,,https://github.com/benoitc/gunicorn,True,38,benoitc/gunicorn,https://github.com/benoitc/gunicorn,2009-11-30 18:18:08.000,2024-05-06 15:10:35.000,2024-04-16 23:13:23,1681.0,9529.0,418.0,286.0,1776.0,3103.0,,,1175618.0,1175618.0,gunicorn,conda-forge/gunicorn,2024-04-16 23:03:00,22.0.0,30.0,https://pypi.org/project/gunicorn,38113595.0,38174519.0,https://anaconda.org/conda-forge/gunicorn,2024-04-17 12:57:15.156,2619740.0,1.0,,104.0 +198,uvicorn,"A lightning-fast ASGI server implementation, using uvloop and httptools.",ASGI Servers,,https://github.com/encode/uvicorn,True,38,encode/uvicorn,https://github.com/encode/uvicorn,2017-05-31 13:13:43.000,2024-05-06 11:33:05.000,2024-04-13 14:05:51,661.0,7897.0,182.0,26.0,651.0,1264.0,BSD-3-Clause,,353119.0,353119.0,uvicorn,conda-forge/uvicorn,2024-03-20 06:42:17,0.29.0,72.0,https://pypi.org/project/uvicorn,28351963.0,28409805.0,https://anaconda.org/conda-forge/uvicorn,2024-03-20 11:54:59.275,2487225.0,1.0,12.0, +199,black,The uncompromising Python code formatter.,Code Analysis,,https://github.com/psf/black,True,37,python/black,https://github.com/psf/black,2018-03-14 19:54:45.000,2024-05-07 19:33:10.000,2024-05-07 19:33:10,2309.0,37457.0,446.0,351.0,2226.0,,MIT,psf/black,489560.0,489560.0,black,conda-forge/black,2024-04-26 00:31:27,24.4.2,43.0,https://pypi.org/project/black,37904639.0,38124028.0,https://anaconda.org/conda-forge/black,2024-04-26 08:33:17.672,10026965.0,1.0,,87604.0 +200,tqdm,"Fast, extensible progress bar for loops and CLI.",Command-line Interface Development,,https://github.com/tqdm/tqdm,True,37,tqdm/tqdm,https://github.com/tqdm/tqdm,2015-06-03 13:13:14.000,2024-05-07 20:30:08.000,2024-05-02 22:35:57,1300.0,27519.0,116.0,397.0,580.0,1986.0,,,717249.0,717249.0,tqdm,conda-forge/tqdm,2024-05-02 23:06:28,4.66.4,110.0,https://pypi.org/project/tqdm,97739311.0,98298260.0,https://anaconda.org/conda-forge/tqdm,2024-05-04 20:37:43.357,26264668.0,2.0,,10722.0 +201,SymPy,A Python library for symbolic mathematics.,Science,,https://github.com/sympy/sympy,True,37,sympy/sympy,https://github.com/sympy/sympy,2010-04-30 20:37:14.000,2024-05-09 13:55:46.000,2024-05-09 13:55:46,4242.0,12435.0,1300.0,4330.0,8734.0,57611.0,,,133618.0,133618.0,sympy,conda-forge/sympy,2024-03-31 22:49:13,1.12.1rc1,46.0,https://pypi.org/project/sympy,21116915.0,21177554.0,https://anaconda.org/conda-forge/sympy,2023-06-16 13:17:18.981,5422543.0,1.0,,540233.0 +202,urllib3,"A HTTP library with thread-safe connection pooling, file post support, sanity friendly.",HTTP Clients,,https://github.com/urllib3/urllib3,True,37,shazow/urllib3,https://github.com/urllib3/urllib3,2011-09-18 18:08:28.000,2024-05-01 03:05:04.000,2024-04-26 03:06:11,1070.0,3678.0,353.0,114.0,1126.0,,MIT,urllib3/urllib3,1788010.0,1788010.0,urllib3,conda-forge/urllib3,2024-02-18 03:55:18,2.2.1,50.0,https://pypi.org/project/urllib3,531207360.0,532196716.0,https://anaconda.org/conda-forge/urllib3,2024-02-18 07:00:40.617,45481278.0,2.0,,38613.0 +203,pyparsing,A general purpose framework for generating parsers.,Text Processing,,https://github.com/pyparsing/pyparsing,True,37,pyparsing/pyparsing,https://github.com/pyparsing/pyparsing,2017-05-14 18:07:01.000,2024-05-08 12:18:19.000,2024-05-08 12:18:12,269.0,2106.0,66.0,36.0,297.0,1215.0,MIT,,981953.0,981953.0,pyparsing,conda-forge/pyparsing,2024-03-06 07:29:28,3.1.2,36.0,https://pypi.org/project/pyparsing,116012059.0,117415671.0,https://anaconda.org/conda-forge/pyparsing,2024-03-06 10:33:11.131,43507273.0,1.0,,10342.0 +204,ansible,A radically simple IT automation platform.,DevOps Tools,,https://github.com/ansible/ansible,True,36,ansible/ansible,https://github.com/ansible/ansible,2012-03-06 14:58:02.000,2024-05-09 14:17:47.000,2024-05-09 09:27:27,22979.0,61273.0,6835.0,537.0,31686.0,,GPL-3.0,,33754.0,33754.0,ansible,conda-forge/ansible,2024-04-22 18:13:40,2.15.11,94.0,https://pypi.org/project/ansible,5349999.0,5371441.0,https://anaconda.org/conda-forge/ansible,2024-04-24 09:17:02.861,1029246.0,2.0,, +205,pillow,Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork.,Image Processing,,https://github.com/python-pillow/Pillow,True,36,python-pillow/Pillow,https://github.com/python-pillow/Pillow,2012-07-24 21:38:39.000,2024-05-08 23:11:05.000,2024-05-08 06:57:32,1992.0,11738.0,468.0,73.0,2994.0,,,,1649548.0,1649548.0,Pillow,conda-forge/Pillow,2024-04-01 12:34:53,10.3.0,55.0,https://pypi.org/project/Pillow,96810919.0,97657656.0,https://anaconda.org/conda-forge/Pillow,2024-04-03 15:56:48.771,38949920.0,1.0,, +206,peewee,"A small, expressive ORM.",ORM,,https://github.com/coleifer/peewee,True,36,coleifer/peewee,https://github.com/coleifer/peewee,2010-10-11 20:14:11.000,2024-05-08 19:17:51.000,2024-05-08 19:17:23,1330.0,10827.0,154.0,,2405.0,4602.0,MIT,,29471.0,29471.0,peewee,conda-forge/peewee,2024-04-17 15:30:49,3.17.3,100.0,https://pypi.org/project/peewee,2511249.0,2525424.0,https://anaconda.org/conda-forge/peewee,2024-04-18 01:50:58.475,637899.0,1.0,, +207,werkzeug,A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.,WSGI Servers,,https://github.com/pallets/werkzeug,True,36,pallets/werkzeug,https://github.com/pallets/werkzeug,2010-10-18 11:42:40.000,2024-05-06 22:28:55.000,2024-05-06 22:28:55,1676.0,6551.0,494.0,4.0,1156.0,,BSD-3-Clause,,1281920.0,1281920.0,werkzeug,conda-forge/werkzeug,2024-05-05 23:11:10,3.0.3,42.0,https://pypi.org/project/werkzeug,90873970.0,91157200.0,https://anaconda.org/conda-forge/werkzeug,2024-05-06 13:00:36.843,10195891.0,2.0,,876.0 +208,attrs,"Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions.",Built-in Classes Enhancement,,https://github.com/python-attrs/attrs,True,36,python-attrs/attrs,https://github.com/python-attrs/attrs,2015-01-27 15:01:01.000,2024-05-08 08:22:09.000,2024-05-08 08:19:47,358.0,5089.0,161.0,129.0,576.0,,MIT,,1015412.0,1015412.0,attrs,conda-forge/attrs,2023-12-31 06:29:25,23.2.0,19.0,https://pypi.org/project/attrs,202152733.0,202952056.0,https://anaconda.org/conda-forge/attrs,2023-12-31 08:30:42.413,35969538.0,1.0,, +209,more-itertools,"More routines for operating on iterables, beyond `itertools`.",Functional Programming,,https://github.com/more-itertools/more-itertools,True,36,erikrose/more-itertools,https://github.com/more-itertools/more-itertools,2012-04-26 05:15:14.000,2024-05-08 08:19:33.000,2024-04-13 17:50:17,261.0,3433.0,115.0,17.0,283.0,1659.0,MIT,more-itertools/more-itertools,221246.0,221246.0,more-itertools,conda-forge/more-itertools,2024-01-08 15:45:26,10.2.0,42.0,https://pypi.org/project/more-itertools,78558175.0,78869335.0,https://anaconda.org/conda-forge/more-itertools,2024-01-08 18:30:36.896,14623003.0,1.0,,2959.0 +210,oauthlib,A generic and thorough implementation of the OAuth request-signing logic.,Authentication,,https://github.com/oauthlib/oauthlib,True,36,idan/oauthlib,https://github.com/oauthlib/oauthlib,2011-11-19 23:08:51.000,2024-02-06 14:46:47.000,2024-01-06 20:50:34,466.0,2747.0,195.0,80.0,293.0,1694.0,BSD-3-Clause,oauthlib/oauthlib,523177.0,523177.0,oauthlib,conda-forge/oauthlib,2023-01-10 13:13:43,3.2.2,48.0,https://pypi.org/project/oauthlib,121515828.0,121627610.0,https://anaconda.org/conda-forge/oauthlib,2023-06-16 13:18:41.781,10507589.0,1.0,, +211,WTForms,A flexible forms validation and rendering library.,Forms,,https://github.com/wtforms/wtforms,True,36,wtforms/wtforms,https://github.com/wtforms/wtforms,2013-09-11 01:53:07.000,2024-05-07 18:22:36.000,2024-05-04 04:07:10,390.0,1469.0,162.0,55.0,395.0,1695.0,BSD-3-Clause,,212184.0,212184.0,wtforms,conda-forge/wtforms,2024-01-06 07:53:50,3.1.2,10.0,https://pypi.org/project/wtforms,6027118.0,6031836.0,https://anaconda.org/conda-forge/wtforms,2024-02-21 18:50:20.997,217038.0,1.0,, +212,pytorch,Tensors and Dynamic neural networks in Python with strong GPU acceleration.,Deep Learning,,https://github.com/pytorch/pytorch,True,35,pytorch/pytorch,https://github.com/pytorch/pytorch,2016-08-13 05:26:41.000,2024-05-09 14:16:55.000,2024-05-09 14:04:21,20658.0,78290.0,4836.0,12966.0,28770.0,,,,442857.0,442857.0,pytorch,conda-forge/pytorch,2024-04-24 16:12:17,2.3.0,52.0,https://pypi.org/project/pytorch,260010.0,342995.0,https://anaconda.org/conda-forge/pytorch,2024-05-08 23:14:40.334,3384506.0,2.0,,40282.0 +213,loguru,Library which aims to bring enjoyable logging in Python.,Logging,,https://github.com/Delgan/loguru,True,35,Delgan/loguru,https://github.com/Delgan/loguru,2017-08-15 17:22:32.000,2024-05-07 06:15:18.000,2024-05-02 15:47:18,665.0,18186.0,53.0,163.0,792.0,819.0,MIT,,82858.0,82858.0,loguru,conda-forge/loguru,2023-09-11 15:25:24,0.7.2,21.0,https://pypi.org/project/loguru,25703214.0,25748056.0,https://anaconda.org/conda-forge/loguru,2023-09-24 09:55:27.841,2152442.0,1.0,, +214,gensim,Topic Modeling for Humans.,Natural Language Processing,,https://github.com/piskvorky/gensim,True,35,RaRe-Technologies/gensim,https://github.com/piskvorky/gensim,2011-02-10 07:43:04.000,2024-04-24 11:04:13.000,2024-04-08 03:19:54,4161.0,15273.0,451.0,382.0,1452.0,4492.0,LGPL-2.1,piskvorky/gensim,59138.0,59138.0,gensim,conda-forge/gensim,2023-08-24 08:44:46,4.3.2,43.0,https://pypi.org/project/gensim,5498612.0,5531452.0,https://anaconda.org/conda-forge/gensim,2024-02-08 03:02:42.101,1246268.0,1.0,,4556.0 +215,statsmodels,Statistical modeling and econometrics in Python.,Science,,https://github.com/statsmodels/statsmodels,True,35,statsmodels/statsmodels,https://github.com/statsmodels/statsmodels,2011-06-12 17:04:50.000,2024-05-08 22:36:30.000,2024-05-08 22:36:30,2646.0,9579.0,426.0,2604.0,2754.0,,BSD-3-Clause,,122947.0,122947.0,statsmodels,conda-forge/statsmodels,2024-04-17 08:07:37,0.14.2,27.0,https://pypi.org/project/statsmodels,17352302.0,17628367.0,https://anaconda.org/conda-forge/statsmodels,2023-12-14 18:03:00.804,12975093.0,2.0,,31.0 +216,Robot Framework,A generic test automation framework.,Testing,,https://github.com/robotframework/robotframework,True,35,robotframework/robotframework,https://github.com/robotframework/robotframework,2014-06-27 11:10:38.000,2024-04-26 11:44:03.000,2024-04-26 11:41:07,2224.0,9138.0,198.0,282.0,4120.0,14553.0,Apache-2.0,,10366.0,10366.0,robotframework,conda-forge/robotframework,2024-01-11 16:01:12,7.0,79.0,https://pypi.org/project/robotframework,2616175.0,2620807.0,https://anaconda.org/conda-forge/robotframework,2024-01-11 22:50:41.389,175890.0,1.0,,554.0 +217,spyder,Open Source Python IDE.,Editor Plugins and IDEs,,https://github.com/spyder-ide/spyder,True,35,spyder-ide/spyder,https://github.com/spyder-ide/spyder,2015-02-16 22:49:48.000,2024-05-09 12:38:20.000,2024-05-09 12:38:20,1546.0,8057.0,258.0,1105.0,16717.0,28912.0,MIT,,27808.0,27808.0,spyder,conda-forge/spyder,2024-04-09 23:08:18,5.5.4,100.0,https://pypi.org/project/spyder,98815.0,183599.0,https://anaconda.org/conda-forge/spyder,2024-04-24 20:48:04.309,1996228.0,1.0,,4594079.0 +218,google-api-python-client,Google APIs Client Library for Python.,Third-party APIs,,https://github.com/googleapis/google-api-python-client,True,35,google/google-api-python-client,https://github.com/googleapis/google-api-python-client,2014-01-08 21:55:56.000,2024-05-08 10:51:13.465,2024-05-07 14:39:07,2325.0,7414.0,192.0,118.0,929.0,,Apache-2.0,googleapis/google-api-python-client,193403.0,193403.0,google-api-python-client,conda-forge/google-api-python-client,2024-05-07 15:23:18,2.128.0,163.0,https://pypi.org/project/google-api-python-client,45560987.0,45618648.0,https://anaconda.org/conda-forge/google-api-python-client,2024-05-08 10:51:13.465,2767728.0,2.0,, +219,gspread,Google Spreadsheets Python API.,Third-party APIs,,https://github.com/burnash/gspread,True,35,burnash/gspread,https://github.com/burnash/gspread,2011-12-02 10:46:20.000,2024-05-04 22:34:32.000,2024-05-04 22:34:28,905.0,6885.0,176.0,42.0,861.0,1876.0,MIT,,32032.0,32032.0,gspread,conda-forge/gspread,2024-03-28 15:08:46,6.1.0,59.0,https://pypi.org/project/gspread,9681118.0,9687949.0,https://anaconda.org/conda-forge/gspread,2024-01-24 07:54:52.292,312849.0,2.0,,3611.0 +220,isort,A Python utility / library to sort imports.,Code Analysis,,https://github.com/PyCQA/isort,True,35,timothycrosley/isort,https://github.com/PyCQA/isort,2013-09-02 22:22:53.000,2024-05-08 05:52:31.000,2024-01-15 05:16:11,553.0,6325.0,294.0,191.0,1075.0,,MIT,PyCQA/isort,465535.0,465535.0,isort,conda-forge/isort,2023-12-13 20:37:31,5.13.2,100.0,https://pypi.org/project/isort,37828951.0,37955728.0,https://anaconda.org/conda-forge/isort,2023-12-14 01:51:17.173,5831787.0,1.0,, +221,kafka-python,The Python client for Apache Kafka.,Database Drivers,,https://github.com/dpkp/kafka-python,True,35,dpkp/kafka-python,https://github.com/dpkp/kafka-python,2012-09-24 13:00:26.000,2024-04-17 21:04:38.000,2024-03-08 23:30:02,1320.0,5493.0,217.0,261.0,1196.0,2179.0,Apache-2.0,,25271.0,25271.0,kafka-python,conda-forge/kafka-python,2020-09-30 07:33:37,2.0.1,34.0,https://pypi.org/project/kafka-python,13021390.0,13026618.0,https://anaconda.org/conda-forge/kafka-python,2023-06-16 13:25:06.579,437962.0,1.0,,1839.0 +222,pyjwt,JSON Web Token implementation in Python.,Authentication,,https://github.com/jpadilla/pyjwt,True,35,jpadilla/pyjwt,https://github.com/jpadilla/pyjwt,2011-02-24 20:25:09.000,2024-04-29 22:51:13.000,2024-03-22 16:01:19,650.0,4925.0,140.0,14.0,415.0,819.0,MIT,,557771.0,557771.0,pyjwt,conda-forge/pyjwt,2023-07-18 19:59:57,2.8.0,36.0,https://pypi.org/project/pyjwt,158392409.0,158723908.0,https://anaconda.org/conda-forge/pyjwt,2024-02-02 17:34:13.319,13259978.0,2.0,, +223,mongoengine,A Python Object-Document-Mapper for working with MongoDB.,ORM,,https://github.com/MongoEngine/mongoengine,True,35,MongoEngine/mongoengine,https://github.com/MongoEngine/mongoengine,2012-03-05 12:10:20.000,2024-04-24 15:32:09.000,2024-03-10 11:56:26,1152.0,4164.0,391.0,346.0,1346.0,4154.0,MIT,,23905.0,23905.0,mongoengine,conda-forge/mongoengine,2024-03-07 17:35:36,0.28.2,44.0,https://pypi.org/project/mongoengine,1273182.0,1278817.0,https://anaconda.org/conda-forge/mongoengine,2023-09-28 14:01:33.150,242324.0,2.0,, +224,sqlparse,A non-validating SQL parser.,Text Processing,,https://github.com/andialbrecht/sqlparse,True,35,andialbrecht/sqlparse,https://github.com/andialbrecht/sqlparse,2012-04-18 19:33:21.000,2024-05-06 16:50:04.844,2024-04-22 09:04:40,646.0,3593.0,111.0,225.0,305.0,1290.0,BSD-3-Clause,,1025137.0,1025137.0,sqlparse,conda-forge/sqlparse,,,12.0,https://pypi.org/project/sqlparse,51223624.0,51279571.0,https://anaconda.org/conda-forge/sqlparse,2024-05-06 16:50:04.844,2405755.0,1.0,, +225,keras,A high-level neural networks library and capable of running on top of either TensorFlow or Theano.,Deep Learning,,https://github.com/keras-team/keras,True,34,keras-team/keras,https://github.com/keras-team/keras,2015-03-28 00:35:42.000,2024-05-08 18:59:51.000,2024-05-08 18:59:44,18667.0,60996.0,1295.0,189.0,11657.0,10670.0,Apache-2.0,,,,keras,conda-forge/keras,2024-04-26 23:21:04,3.3.3,67.0,https://pypi.org/project/keras,18363468.0,18437263.0,https://anaconda.org/conda-forge/keras,2024-04-27 08:28:33.749,3468384.0,2.0,, +226,cookiecutter,A command-line utility that creates projects from cookiecutters (project templates).,Command-line Tools,,https://github.com/cookiecutter/cookiecutter,True,34,audreyr/cookiecutter,https://github.com/cookiecutter/cookiecutter,2013-07-14 18:31:22.000,2024-05-08 19:07:56.000,2024-04-25 09:10:34,1930.0,21669.0,325.0,202.0,646.0,,BSD-3-Clause,cookiecutter/cookiecutter,27308.0,27308.0,cookiecutter,conda-forge/cookiecutter,2024-02-21 17:46:37,2.6.0,29.0,https://pypi.org/project/cookiecutter,4038348.0,4066218.0,https://anaconda.org/conda-forge/cookiecutter,2024-02-22 13:39:27.647,1003353.0,1.0,, +227,mxnet,A deep learning framework designed for both efficiency and flexibility.,Deep Learning,,https://github.com/apache/mxnet,True,34,dmlc/mxnet,https://github.com/apache/mxnet,2015-04-30 16:21:15.000,2023-10-25 21:28:33.000,2023-01-26 21:28:45,6515.0,20715.0,982.0,1805.0,7758.0,11896.0,Apache-2.0,apache/mxnet,7250.0,7250.0,mxnet,conda-forge/mxnet,2022-05-10 20:10:05,1.9.1,34.0,https://pypi.org/project/mxnet,611825.0,612104.0,https://anaconda.org/conda-forge/mxnet,,,2.0,,26861.0 +228,dask,A flexible parallel computing library for analytic computing.,Distributed Computing,,https://github.com/dask/dask,True,34,dask/dask,https://github.com/dask/dask,2015-01-04 18:50:00.000,2024-05-09 08:17:44.000,2024-05-08 16:07:26,1644.0,12036.0,600.0,865.0,4158.0,,BSD-3-Clause,,59954.0,59954.0,dask,conda-forge/dask,2024-05-07 09:10:44,2024.5.0,172.0,https://pypi.org/project/dask,8218874.0,8449555.0,https://anaconda.org/conda-forge/dask,2024-05-04 00:43:29.012,11072710.0,1.0,, +229,PyInstaller,Converts Python programs into stand-alone executables (cross-platform).,Distribution,,https://github.com/pyinstaller/pyinstaller,True,34,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,2011-11-23 11:05:56.000,2024-05-05 18:39:38.000,2024-05-05 18:39:38,1818.0,11337.0,467.0,264.0,4998.0,8019.0,,,58116.0,58116.0,pyinstaller,conda-forge/pyinstaller,2024-04-13 09:56:42,6.6.0,63.0,https://pypi.org/project/pyinstaller,2295104.0,2314861.0,https://anaconda.org/conda-forge/pyinstaller,2024-04-14 00:04:38.297,557409.0,1.0,,745231.0 +230,uvloop,Ultra fast asyncio event loop.,Asynchronous Programming,,https://github.com/MagicStack/uvloop,True,34,MagicStack/uvloop,https://github.com/MagicStack/uvloop,2015-11-08 04:14:54.000,2024-04-30 13:29:02.000,2023-10-22 20:53:42,503.0,10045.0,60.0,88.0,259.0,936.0,Apache-2.0,,126630.0,126630.0,uvloop,conda-forge/uvloop,2023-10-22 22:02:48,0.19.0,64.0,https://pypi.org/project/uvloop,11516962.0,11533420.0,https://anaconda.org/conda-forge/uvloop,2023-10-23 19:09:59.969,707541.0,1.0,,433.0 +231,falcon,A high-performance framework for building cloud APIs and web app backends.,RESTful API,,https://github.com/falconry/falcon,True,34,falconry/falcon,https://github.com/falconry/falcon,2012-12-06 18:17:51.000,2024-05-07 19:54:18.000,2024-05-07 19:30:52,908.0,9393.0,203.0,154.0,853.0,1902.0,Apache-2.0,,9143.0,9143.0,falcon,conda-forge/falcon,2023-12-05 06:19:04,3.1.3,22.0,https://pypi.org/project/falcon,676327.0,685084.0,https://anaconda.org/conda-forge/falcon,2023-12-07 03:16:59.124,368823.0,2.0,,7411.0 +232,Altair,Declarative statistical visualization library for Python.,Data Visualization,,https://github.com/vega/altair,True,34,altair-viz/altair,https://github.com/vega/altair,2015-09-19 03:14:04.000,2024-05-08 17:09:23.000,2024-05-08 17:09:22,731.0,8948.0,163.0,167.0,1776.0,,BSD-3-Clause,vega/altair,129246.0,129246.0,altair,conda-forge/altair,2024-03-30 15:36:52,5.3.0,28.0,https://pypi.org/project/altair,23791254.0,23868091.0,https://anaconda.org/conda-forge/altair,2024-03-30 18:57:22.082,2228256.0,2.0,,122.0 +233,watchdog,API and shell utilities to monitor file system events.,Files,,https://github.com/gorakhargosh/watchdog,True,34,gorakhargosh/watchdog,https://github.com/gorakhargosh/watchdog,2010-10-23 12:00:17.000,2024-02-12 13:42:07.000,2024-02-12 11:04:51,668.0,6287.0,148.0,180.0,461.0,1464.0,Apache-2.0,,145783.0,145783.0,watchdog,conda-forge/watchdog,2024-02-06 22:07:43,4.0.0,34.0,https://pypi.org/project/watchdog,20970629.0,21032172.0,https://anaconda.org/conda-forge/watchdog,2024-02-07 09:26:23.738,2892525.0,1.0,, +234,Pendulum,Python datetimes made easy.,Date and Time,,https://github.com/sdispater/pendulum,True,34,sdispater/pendulum,https://github.com/sdispater/pendulum,2016-06-27 23:37:53.000,2024-03-22 11:00:17.000,2023-12-16 21:30:31,357.0,6071.0,96.0,200.0,321.0,835.0,MIT,,27332.0,27332.0,pendulum,conda-forge/pendulum,2023-12-16 21:12:56,3.0.0,48.0,https://pypi.org/project/pendulum,30532777.0,30553877.0,https://anaconda.org/conda-forge/pendulum,2024-01-07 18:54:51.714,970333.0,1.0,,641.0 +235,flask-admin,Simple and extensible administrative interface framework for Flask.,Admin Panels,,https://github.com/flask-admin/flask-admin,True,34,flask-admin/flask-admin,https://github.com/flask-admin/flask-admin,2012-03-18 23:21:57.000,2024-04-19 06:46:34.000,2023-10-15 10:04:30,1520.0,5648.0,364.0,418.0,988.0,3087.0,BSD-3-Clause,,25530.0,25530.0,flask-admin,conda-forge/flask-admin,2023-06-19 22:55:48,1.6.1,17.0,https://pypi.org/project/flask-admin,1087062.0,1088711.0,https://anaconda.org/conda-forge/flask-admin,2023-06-16 13:25:18.421,150089.0,1.0,, +236,virtualenv,A tool to create isolated Python environments.,Environment Management,,https://github.com/pypa/virtualenv,True,34,pypa/virtualenv,https://github.com/pypa/virtualenv,2011-03-06 14:33:27.000,2024-05-09 13:00:40.000,2024-05-03 17:51:40,973.0,4715.0,119.0,22.0,1295.0,,MIT,,380313.0,380313.0,virtualenv,conda-forge/virtualenv,2024-04-23 16:49:06,20.26.0,71.0,https://pypi.org/project/virtualenv,126375627.0,126530776.0,https://anaconda.org/conda-forge/virtualenv,2024-04-30 01:13:04.824,6671420.0,1.0,, +237,tablib,"A module for Tabular Datasets in XLS, CSV, JSON, YAML.",Specific Formats Processing,,https://github.com/jazzband/tablib,True,34,jazzband/tablib,https://github.com/jazzband/tablib,2011-03-28 02:36:50.000,2024-04-05 19:03:54.000,2024-04-05 19:03:54,555.0,4533.0,127.0,26.0,227.0,1198.0,MIT,,96700.0,96700.0,tablib,conda-forge/tablib,2024-04-04 13:46:51,3.6.1,18.0,https://pypi.org/project/tablib,1978105.0,1980454.0,https://anaconda.org/conda-forge/tablib,2024-04-04 15:56:20.202,96339.0,1.0,, +238,Toolz,"A collection of functional utilities for iterators, functions, and dictionaries.",Functional Programming,,https://github.com/pytoolz/toolz,True,34,pytoolz/toolz,https://github.com/pytoolz/toolz,2013-09-13 02:18:43.000,2024-04-24 16:54:46.000,2024-01-24 03:22:09,242.0,4526.0,77.0,81.0,143.0,1214.0,,,151424.0,151424.0,toolz,conda-forge/toolz,2024-01-24 03:27:49,0.12.1,11.0,https://pypi.org/project/toolz,34549524.0,35006793.0,https://anaconda.org/conda-forge/toolz,2024-01-24 16:12:46.142,20119844.0,2.0,, +239,jsonschema,An implementation of [JSON Schema](http://json-schema.org/) for Python.,Data Validation,,https://github.com/python-jsonschema/jsonschema,True,34,Julian/jsonschema,https://github.com/python-jsonschema/jsonschema,2011-12-30 03:37:43.000,2024-05-06 19:52:55.000,2024-05-06 19:52:54,559.0,4451.0,111.0,31.0,792.0,,MIT,python-jsonschema/jsonschema,556441.0,556441.0,jsonschema,conda-forge/jsonschema,2024-04-30 19:44:40,4.22.0,62.0,https://pypi.org/project/jsonschema,118397111.0,119040406.0,https://anaconda.org/conda-forge/jsonschema,2024-05-01 14:23:55.200,27661385.0,1.0,,237.0 +240,authlib,JavaScript Object Signing and Encryption draft implementation.,Authentication,,https://github.com/lepture/authlib,True,34,lepture/authlib,https://github.com/lepture/authlib,2017-10-27 06:52:26.000,2024-04-23 08:31:42.000,2024-04-08 13:03:35,411.0,4289.0,113.0,81.0,351.0,1391.0,BSD-3-Clause,,32616.0,32616.0,authlib,conda-forge/authlib,2023-12-17 12:54:58,1.3.0,33.0,https://pypi.org/project/authlib,9383372.0,9386110.0,https://anaconda.org/conda-forge/authlib,2023-12-18 02:03:16.423,131432.0,2.0,, +241,itsdangerous,Various helpers to pass trusted data to untrusted environments.,Miscellaneous,,https://github.com/pallets/itsdangerous,True,34,pallets/itsdangerous,https://github.com/pallets/itsdangerous,2011-06-24 00:09:55.000,2024-05-06 22:29:05.000,2024-05-06 22:29:04,214.0,2832.0,43.0,,113.0,,BSD-3-Clause,,1058577.0,1058577.0,itsdangerous,conda-forge/itsdangerous,2024-04-16 21:46:38,2.2.0,8.0,https://pypi.org/project/itsdangerous,67374545.0,67573731.0,https://anaconda.org/conda-forge/itsdangerous,2024-04-17 16:53:29.925,7170727.0,1.0,,5.0 +242,django-storages,A collection of custom storage back ends for Django.,Web Asset Management,,https://github.com/jschneier/django-storages,True,34,jschneier/django-storages,https://github.com/jschneier/django-storages,2014-12-09 00:37:09.000,2024-05-09 12:54:48.000,2024-05-09 02:44:11,795.0,2646.0,263.0,107.0,577.0,1118.0,BSD-3-Clause,,178267.0,178267.0,django-storages,conda-forge/django-storages,,,17.0,https://pypi.org/project/django-storages,3552548.0,3554261.0,https://anaconda.org/conda-forge/django-storages,2024-05-04 22:37:29.531,58266.0,1.0,10.0, +243,Mistune,Fastest and full featured pure Python parsers of Markdown.,Specific Formats Processing,,https://github.com/lepture/mistune,True,34,lepture/mistune,https://github.com/lepture/mistune,2014-02-18 10:13:04.000,2024-04-04 13:38:12.000,2024-04-04 13:38:12,243.0,2456.0,44.0,29.0,254.0,658.0,BSD-3-Clause,,282202.0,282202.0,mistune,conda-forge/mistune,2023-09-29 23:59:10,3.0.2,15.0,https://pypi.org/project/mistune,24019820.0,24429998.0,https://anaconda.org/conda-forge/mistune,2023-11-02 17:48:24.922,17637655.0,1.0,, +244,motor,The async Python driver for MongoDB.,Database Drivers,,https://github.com/mongodb/motor,True,34,mongodb/motor,https://github.com/mongodb/motor,2013-01-11 21:34:44.000,2024-04-19 15:56:51.000,2024-04-19 15:56:50,203.0,2334.0,52.0,,,1795.0,Apache-2.0,,88867.0,88867.0,motor,conda-forge/motor,2024-03-26 18:57:20,3.4.0,14.0,https://pypi.org/project/motor,1726095.0,1727645.0,https://anaconda.org/conda-forge/motor,2024-03-26 19:44:42.162,66653.0,1.0,, +245,pyglet,A cross-platform windowing and multimedia library for Python.,GUI Development,,https://github.com/pyglet/pyglet,True,34,pyglet/pyglet,https://github.com/pyglet/pyglet,2019-06-09 18:55:00.000,2024-05-09 09:25:10.000,2024-05-09 06:04:13,288.0,1766.0,162.0,97.0,484.0,6118.0,BSD-3-Clause,,25739.0,25739.0,pyglet,conda-forge/pyglet,2024-04-03 01:53:03,2.0.15,47.0,https://pypi.org/project/pyglet,450434.0,463410.0,https://anaconda.org/conda-forge/pyglet,2023-09-23 19:41:21.051,609889.0,1.0,, +246,gym,A toolkit for developing and comparing reinforcement learning algorithms.,Machine Learning,,https://github.com/openai/gym,True,33,openai/gym,https://github.com/openai/gym,2016-04-27 14:59:16.000,2024-05-02 16:09:06.000,2023-01-30 18:15:21,8060.0,33933.0,383.0,87.0,1721.0,1757.0,,,52951.0,52951.0,gym,conda-forge/gym,2022-10-04 16:39:12,0.26.2,19.0,https://pypi.org/project/gym,504659.0,510304.0,https://anaconda.org/conda-forge/gym,2023-06-16 19:18:41.854,276612.0,2.0,, +247,jieba,The most popular Chinese text segmentation library.,Natural Language Processing,,https://github.com/fxsjy/jieba,True,33,fxsjy/jieba,https://github.com/fxsjy/jieba,2012-09-29 07:52:01.000,2024-03-18 00:28:14.000,2020-02-15 08:33:35,6500.0,32479.0,49.0,617.0,226.0,523.0,MIT,,28154.0,28154.0,jieba,conda-forge/jieba,2020-01-20 14:23:50,0.42.1,9.0,https://pypi.org/project/jieba,931251.0,933047.0,https://anaconda.org/conda-forge/jieba,2023-06-16 13:21:35.778,152673.0,1.0,, +248,Bokeh,Interactive Web Plotting for Python.,Data Visualization,,https://github.com/bokeh/bokeh,True,33,bokeh/bokeh,https://github.com/bokeh/bokeh,2012-03-26 15:40:01.000,2024-05-09 13:07:33.000,2024-05-09 09:49:31,4107.0,18867.0,693.0,739.0,6886.0,,BSD-3-Clause,,87379.0,87379.0,bokeh,conda-forge/bokeh,,,60.0,https://pypi.org/project/bokeh,5476409.0,5770653.0,https://anaconda.org/conda-forge/bokeh,2024-04-12 05:55:15.282,13829494.0,2.0,, +249,sanic,A Python 3.6+ web server and web framework that's written to go fast.,RESTful API,,https://github.com/sanic-org/sanic,True,33,huge-success/sanic,https://github.com/sanic-org/sanic,2016-05-26 04:38:22.000,2024-05-06 16:40:56.000,2024-04-09 06:23:58,1515.0,17752.0,345.0,95.0,1291.0,,MIT,sanic-org/sanic,17172.0,17172.0,sanic,conda-forge/sanic,2024-01-09 17:47:23,23.12.1,70.0,https://pypi.org/project/sanic,797344.0,804265.0,https://anaconda.org/conda-forge/sanic,2024-01-09 20:43:02.096,325300.0,2.0,, +250,luigi,A module that helps you build complex pipelines of batch jobs.,Distributed Computing,,https://github.com/spotify/luigi,True,33,spotify/luigi,https://github.com/spotify/luigi,2012-09-20 15:06:38.000,2024-05-09 13:47:36.000,2024-05-09 00:08:06,2309.0,17359.0,616.0,99.0,882.0,4115.0,Apache-2.0,,2407.0,2407.0,luigi,conda-forge/luigi,2024-01-15 15:33:51,3.5.0,58.0,https://pypi.org/project/luigi,348550.0,363462.0,https://anaconda.org/conda-forge/luigi,2024-01-15 17:44:58.633,700902.0,2.0,, +251,saltstack,Infrastructure automation and management system.,DevOps Tools,,https://github.com/saltstack/salt,True,33,saltstack/salt,https://github.com/saltstack/salt,2011-02-20 20:16:56.000,2024-05-09 11:20:54.000,2024-05-01 17:31:05,5283.0,13870.0,3938.0,2513.0,23816.0,120962.0,Apache-2.0,,765.0,765.0,salt,conda-forge/salt,2024-04-30 17:40:33,3006.8,100.0,https://pypi.org/project/salt,41305.0,41828.0,https://anaconda.org/conda-forge/salt,2023-06-16 13:17:35.929,29458.0,2.0,,19039.0 +252,scapy,A brilliant packet manipulation library.,Hardware,,https://github.com/secdev/scapy,True,33,secdev/scapy,https://github.com/secdev/scapy,2015-10-01 17:06:46.000,2024-05-09 12:32:09.000,2024-05-09 12:32:09,1915.0,10087.0,467.0,57.0,1511.0,6446.0,GPL-2.0,,14267.0,14267.0,scapy,conda-forge/scapy,2022-12-25 10:20:36,2.5.0,13.0,https://pypi.org/project/scapy,2503804.0,2505786.0,https://anaconda.org/conda-forge/scapy,2023-06-16 16:15:58.809,114980.0,1.0,, +253,rq,Simple job queues for Python.,Task Queues,,https://github.com/rq/rq,True,33,rq/rq,https://github.com/rq/rq,2011-11-14 10:53:48.000,2024-05-03 21:44:06.000,2024-05-02 01:20:41,1369.0,9543.0,312.0,178.0,952.0,1864.0,,,16435.0,16435.0,rq,conda-forge/rq,2024-05-01 07:14:48,1.16.2,30.0,https://pypi.org/project/rq,1441888.0,1444369.0,https://anaconda.org/conda-forge/rq,2024-03-26 01:23:59.916,104236.0,1.0,, +254,paramiko,The leading native Python SSHv2 protocol library.,Cryptography,,https://github.com/paramiko/paramiko,True,33,paramiko/paramiko,https://github.com/paramiko/paramiko,2009-02-02 03:41:08.000,2024-05-07 07:26:25.000,2024-02-11 03:17:05,1887.0,8845.0,187.0,807.0,797.0,,LGPL-2.1,,94832.0,94832.0,paramiko,conda-forge/paramiko,,,30.0,https://pypi.org/project/paramiko,56173986.0,56271620.0,https://anaconda.org/conda-forge/paramiko,2023-12-19 20:01:44.239,4491180.0,1.0,, +255,pydub,Manipulate audio with a simple and easy high level interface.,Audio,,https://github.com/jiaaro/pydub,True,33,jiaaro/pydub,https://github.com/jiaaro/pydub,2011-05-02 18:42:38.000,2024-05-07 12:29:37.000,2022-12-08 17:49:19,991.0,8373.0,95.0,290.0,272.0,746.0,MIT,,56466.0,56466.0,pydub,conda-forge/pydub,2021-03-10 02:10:41,0.25.1,31.0,https://pypi.org/project/pydub,4594332.0,4595740.0,https://anaconda.org/conda-forge/pydub,2023-06-16 16:12:25.533,91549.0,1.0,, +256,PyMySQL,A pure Python MySQL driver compatible to mysql-python.,Database Drivers,,https://github.com/PyMySQL/PyMySQL,True,33,PyMySQL/PyMySQL,https://github.com/PyMySQL/PyMySQL,2011-07-27 17:38:47.000,2024-05-04 06:55:32.000,2024-05-04 06:55:22,1358.0,7560.0,124.0,14.0,640.0,,MIT,,217461.0,217461.0,PyMySQL,conda-forge/PyMySQL,2023-06-26 05:34:54,1.1.0,12.0,https://pypi.org/project/PyMySQL,47948718.0,47978390.0,https://anaconda.org/conda-forge/PyMySQL,2023-06-26 13:59:27.383,1364933.0,2.0,, +257,flask-restful,Quickly building REST APIs for Flask.,RESTful API,,https://github.com/flask-restful/flask-restful,True,33,flask-restful/flask-restful,https://github.com/flask-restful/flask-restful,2012-10-12 00:08:51.000,2024-04-23 19:17:35.000,2023-05-21 03:47:13,1008.0,6778.0,161.0,100.0,459.0,837.0,BSD-3-Clause,,106966.0,106966.0,flask-restful,conda-forge/flask-restful,2014-03-04 22:01:44,0.2.12,6.0,https://pypi.org/project/flask-restful,1933016.0,1935030.0,https://anaconda.org/conda-forge/flask-restful,2023-06-16 13:21:11.595,185298.0,2.0,, +258,trio,A friendly library for async concurrency and I/O.,Asynchronous Programming,,https://github.com/python-trio/trio,True,33,python-trio/trio,https://github.com/python-trio/trio,2017-01-16 04:45:25.000,2024-05-07 03:36:21.000,2024-05-07 01:50:12,317.0,5904.0,160.0,275.0,508.0,5667.0,,,59245.0,59245.0,trio,conda-forge/trio,2024-03-17 02:59:15,0.25.0,26.0,https://pypi.org/project/trio,11801802.0,11839577.0,https://anaconda.org/conda-forge/trio,2024-03-17 08:22:24.695,1586573.0,3.0,, +259,responses,A utility library for mocking out the requests Python library.,Testing,,https://github.com/getsentry/responses,True,33,getsentry/responses,https://github.com/getsentry/responses,2013-11-15 23:28:18.000,2024-05-08 14:42:31.000,2024-05-08 14:42:14,326.0,4053.0,127.0,8.0,291.0,758.0,Apache-2.0,,36723.0,36723.0,responses,conda-forge/responses,2024-02-13 21:15:47,0.25.0,43.0,https://pypi.org/project/responses,20195922.0,20241722.0,https://anaconda.org/conda-forge/responses,2024-02-14 01:13:01.170,2152532.0,1.0,,289.0 +260,MarkupSafe,Implements a XML/HTML/XHTML Markup safe string for Python.,HTML Manipulation,,https://github.com/pallets/markupsafe,True,33,pallets/markupsafe,https://github.com/pallets/markupsafe,2010-06-22 17:22:58.000,2024-05-06 22:29:23.000,2024-05-06 22:29:22,143.0,604.0,44.0,,113.0,,BSD-3-Clause,,1602409.0,1602409.0,markupsafe,conda-forge/markupsafe,2024-02-02 16:31:56,2.1.5,13.0,https://pypi.org/project/markupsafe,173249653.0,174156107.0,https://anaconda.org/conda-forge/markupsafe,2024-02-02 19:37:02.898,39878691.0,1.0,,4507.0 +261,EasyOCR,Ready-to-use OCR with 40+ languages supported.,Computer Vision,,https://github.com/JaidedAI/EasyOCR,True,32,JaidedAI/EasyOCR,https://github.com/JaidedAI/EasyOCR,2020-03-14 11:46:39.000,2024-03-27 11:25:38.000,2023-09-04 11:42:16,2892.0,22107.0,128.0,359.0,588.0,615.0,Apache-2.0,,6249.0,6249.0,EasyOCR,conda-forge/EasyOCR,2023-09-04 11:53:04,1.7.1,22.0,https://pypi.org/project/EasyOCR,235232.0,465956.0,https://anaconda.org/conda-forge/EasyOCR,2023-09-05 19:22:07.765,12793.0,1.0,,10812434.0 +262,Prefect,"A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.",Job Scheduler,,https://github.com/PrefectHQ/prefect,True,32,PrefectHQ/prefect,https://github.com/PrefectHQ/prefect,2018-06-29 21:59:26.000,2024-05-09 14:22:31.000,2024-05-08 20:18:35,1458.0,14760.0,243.0,805.0,4132.0,,Apache-2.0,,4834.0,4834.0,prefect,conda-forge/prefect,2024-05-02 22:49:33,2.18.3,226.0,https://pypi.org/project/prefect,1204420.0,1217706.0,https://anaconda.org/conda-forge/prefect,2024-05-03 02:53:37.536,637768.0,1.0,, +263,yapf,Yet another Python code formatter from Google.,Code Analysis,,https://github.com/google/yapf,True,32,google/yapf,https://github.com/google/yapf,2015-03-18 18:22:31.000,2024-04-29 04:08:42.000,2024-04-01 20:13:38,874.0,13663.0,154.0,376.0,463.0,,Apache-2.0,,93051.0,93051.0,yapf,conda-forge/yapf,,,26.0,https://pypi.org/project/yapf,5306758.0,5354789.0,https://anaconda.org/conda-forge/yapf,2023-07-26 16:15:22.726,1777166.0,2.0,, +264,PyAutoGUI,PyAutoGUI is a cross-platform GUI automation Python module for human beings.,Testing,,https://github.com/asweigart/pyautogui,True,32,asweigart/pyautogui,https://github.com/asweigart/pyautogui,2014-07-17 23:30:38.000,2024-04-05 01:43:11.000,2023-06-07 11:16:23,1175.0,9647.0,52.0,454.0,233.0,408.0,BSD-3-Clause,,34469.0,34469.0,pyautogui,conda-forge/pyautogui,,,12.0,https://pypi.org/project/pyautogui,781216.0,786430.0,https://anaconda.org/conda-forge/pyautogui,2023-10-16 16:49:29.444,224205.0,2.0,, +265,django-allauth,Authentication app for Django that just works.,Authentication,,https://github.com/pennersr/django-allauth,True,32,pennersr/django-allauth,https://github.com/pennersr/django-allauth,2010-10-10 20:10:52.000,2024-05-09 12:36:50.000,2024-05-09 12:36:50,2857.0,8936.0,704.0,45.0,2179.0,,MIT,,219159.0,219159.0,django-allauth,conda-forge/django-allauth,,,31.0,https://pypi.org/project/django-allauth,853528.0,858189.0,https://anaconda.org/conda-forge/django-allauth,2024-04-25 11:55:14.466,116533.0,2.0,, +266,pip-tools,A set of tools to keep your pinned Python dependencies fresh.,Package Management,,https://github.com/jazzband/pip-tools,True,32,jazzband/pip-tools,https://github.com/jazzband/pip-tools,2012-09-10 08:50:26.000,2024-05-08 19:40:37.000,2024-05-02 01:19:30,533.0,7484.0,210.0,151.0,897.0,,BSD-3-Clause,,27569.0,27569.0,pip-tools,conda-forge/pip-tools,2024-03-06 12:11:59,7.4.1,69.0,https://pypi.org/project/pip-tools,12387939.0,12391049.0,https://anaconda.org/conda-forge/pip-tools,2024-03-06 14:43:42.984,149305.0,1.0,, +267,PyPDF2,"A library capable of splitting, merging and transforming PDF pages.",Specific Formats Processing,,https://github.com/py-pdf/pypdf,True,32,mstamy2/PyPDF2,https://github.com/py-pdf/pypdf,2012-01-06 17:13:38.000,2024-05-09 11:37:41.000,2024-05-08 12:45:53,1211.0,7469.0,228.0,78.0,975.0,,,py-pdf/pypdf,77236.0,77236.0,PyPDF2,conda-forge/PyPDF2,2024-04-07 15:38:58,4.2.0,96.0,https://pypi.org/project/PyPDF2,6779013.0,6784843.0,https://anaconda.org/conda-forge/PyPDF2,2023-06-16 13:17:51.041,553887.0,2.0,, +268,hypothesis,Hypothesis is an advanced Quickcheck style property based testing library.,Testing,,https://github.com/HypothesisWorks/hypothesis,True,32,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,2013-03-10 13:51:19.000,2024-05-09 06:22:05.000,2024-05-06 21:24:14,566.0,7303.0,331.0,40.0,1492.0,14379.0,,,26624.0,26624.0,hypothesis,conda-forge/hypothesis,2023-04-26 08:30:52,hypothesis-python-6.74.0,784.0,https://pypi.org/project/hypothesis,8800885.0,8981679.0,https://anaconda.org/conda-forge/hypothesis,2024-05-07 05:47:43.632,8678115.0,2.0,, +269,marshmallow,A lightweight library for converting complex objects to and from simple Python datatypes.,Serialization,,https://github.com/marshmallow-code/marshmallow,True,32,marshmallow-code/marshmallow,https://github.com/marshmallow-code/marshmallow,2013-11-10 21:32:24.000,2024-05-07 06:53:51.000,2024-05-07 06:53:51,611.0,6904.0,208.0,144.0,1051.0,,MIT,,135574.0,135574.0,marshmallow,conda-forge/marshmallow,,,58.0,https://pypi.org/project/marshmallow,46915166.0,46966441.0,https://anaconda.org/conda-forge/marshmallow,2024-05-02 04:37:05.582,2409929.0,1.0,, +270,sh,A full-fledged subprocess replacement for Python.,Processes,,https://github.com/amoffat/sh,True,32,amoffat/sh,https://github.com/amoffat/sh,2012-01-15 05:52:06.000,2024-03-13 16:46:44.000,2024-03-13 16:46:43,484.0,6864.0,98.0,7.0,468.0,1464.0,MIT,,14605.0,14605.0,sh,conda-forge/sh,2023-08-14 08:32:59,2.0.0,11.0,https://pypi.org/project/sh,8186461.0,8191078.0,https://anaconda.org/conda-forge/sh,2023-08-10 02:31:43.807,198559.0,1.0,, +271,xmltodict,Working with XML feel like you are working with JSON.,HTML Manipulation,,https://github.com/martinblech/xmltodict,True,32,martinblech/xmltodict,https://github.com/martinblech/xmltodict,2012-04-17 14:38:21.000,2024-05-04 13:33:14.000,2024-05-03 21:43:51,449.0,5387.0,51.0,83.0,164.0,225.0,MIT,,65971.0,65971.0,xmltodict,conda-forge/xmltodict,,,4.0,https://pypi.org/project/xmltodict,46202470.0,46244245.0,https://anaconda.org/conda-forge/xmltodict,2023-06-16 13:20:35.475,3885123.0,2.0,, +272,XlsxWriter,A Python module for creating Excel .xlsx files.,Specific Formats Processing,,https://github.com/jmcnamara/XlsxWriter,True,32,jmcnamara/XlsxWriter,https://github.com/jmcnamara/XlsxWriter,2013-01-04 01:07:06.000,2024-05-03 10:55:12.000,2024-04-06 14:47:44,615.0,3499.0,52.0,11.0,923.0,1170.0,BSD-2-Clause,,76524.0,76524.0,XlsxWriter,conda-forge/XlsxWriter,,,62.0,https://pypi.org/project/XlsxWriter,19405861.0,19472902.0,https://anaconda.org/conda-forge/XlsxWriter,2023-11-05 19:10:43.834,3217986.0,2.0,, +273,schema,A library for validating Python data structures.,Data Validation,,https://github.com/keleshev/schema,True,32,keleshev/schema,https://github.com/keleshev/schema,2012-08-19 18:56:20.000,2024-05-06 13:55:55.000,2024-05-06 13:55:55,204.0,2839.0,69.0,78.0,81.0,438.0,MIT,,9021.0,9021.0,schema,conda-forge/schema,2024-03-26 14:38:51,0.7.6,12.0,https://pypi.org/project/schema,16321910.0,16325369.0,https://anaconda.org/conda-forge/schema,2024-05-04 13:28:54.774,159149.0,2.0,, +274,VCR.py,Record and replay HTTP interactions on your tests.,Testing,,https://github.com/kevin1024/vcrpy,True,32,kevin1024/vcrpy,https://github.com/kevin1024/vcrpy,2012-05-29 04:52:00.000,2024-04-26 16:05:05.000,2024-03-11 18:35:43,355.0,2614.0,142.0,93.0,290.0,1274.0,MIT,,8639.0,8639.0,vcrpy,conda-forge/vcrpy,2024-01-25 16:15:23,6.0.1,61.0,https://pypi.org/project/vcrpy,1278624.0,1285990.0,https://anaconda.org/conda-forge/vcrpy,2024-02-07 19:44:28.619,338837.0,2.0,, +275,wemake-python-styleguide,The strictest and most opinionated python linter ever.,Code Analysis,,https://github.com/wemake-services/wemake-python-styleguide,True,32,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,2018-03-09 21:04:25.000,2024-05-08 07:33:52.000,2024-05-07 12:48:01,378.0,2431.0,185.0,113.0,970.0,2450.0,MIT,,16420.0,16420.0,wemake-python-styleguide,conda-forge/wemake-python-styleguide,2024-03-26 15:48:27,0.19.2,58.0,https://pypi.org/project/wemake-python-styleguide,182454.0,182454.0,https://anaconda.org/conda-forge/wemake-python-styleguide,,,2.0,, +276,Rope,Rope is a python refactoring library.,Refactoring,,https://github.com/python-rope/rope,True,32,python-rope/rope,https://github.com/python-rope/rope,2013-11-30 15:30:20.000,2024-05-07 03:13:43.000,2024-04-04 15:18:12,161.0,1843.0,81.0,95.0,257.0,3359.0,LGPL-3.0,,73327.0,73327.0,rope,conda-forge/rope,2024-03-24 14:59:27,1.13.0,28.0,https://pypi.org/project/rope,887353.0,921064.0,https://anaconda.org/conda-forge/rope,2024-03-24 16:07:49.962,1449279.0,1.0,10.0,28.0 +277,blinker,A fast Python in-process signal/event dispatching system.,Miscellaneous,,https://github.com/pallets-eco/blinker,True,32,jek/blinker,https://github.com/pallets-eco/blinker,2013-07-03 10:32:39.000,2024-05-07 14:15:49.125,2024-05-06 20:51:30,174.0,1679.0,20.0,,47.0,,MIT,pallets-eco/blinker,338048.0,338048.0,blinker,conda-forge/blinker,2024-05-06 17:04:17,1.8.2,10.0,https://pypi.org/project/blinker,40204952.0,40817174.0,https://anaconda.org/conda-forge/blinker,2024-05-07 14:15:49.125,11632184.0,2.0,,53.0 +278,TheAlgorithms,All Algorithms implemented in Python.,Algorithms and Design Patterns,,https://github.com/TheAlgorithms/Python,True,31,TheAlgorithms/Python,https://github.com/TheAlgorithms/Python,2016-07-16 09:44:01.000,2024-05-06 19:52:52.000,2024-05-06 19:38:58,42737.0,180075.0,1197.0,32.0,1414.0,3346.0,MIT,,3.0,3.0,Python,conda-forge/Python,,,115.0,https://pypi.org/project/Python,,2668942.0,https://anaconda.org/conda-forge/Python,2024-04-19 19:16:09.587,125440291.0,1.0,, +279,diagrams,Diagram as Code.,Data Visualization,,https://github.com/mingrammer/diagrams,True,31,mingrammer/diagrams,https://github.com/mingrammer/diagrams,2020-02-02 15:23:24.000,2024-04-16 12:57:09.000,2024-04-13 12:05:08,2224.0,34997.0,138.0,297.0,189.0,534.0,MIT,,1451.0,1451.0,diagrams,conda-forge/diagrams,2023-10-30 14:16:37,0.23.4,40.0,https://pypi.org/project/diagrams,509032.0,512834.0,https://anaconda.org/conda-forge/diagrams,2023-10-30 17:06:42.710,182542.0,3.0,, +280,poetry,Python dependency management and packaging made easy.,Package Management,,https://github.com/python-poetry/poetry,True,31,sdispater/poetry,https://github.com/python-poetry/poetry,2018-02-28 15:23:47.000,2024-05-09 09:21:03.000,2024-05-06 14:25:50,2181.0,29630.0,554.0,588.0,5096.0,3110.0,MIT,python-poetry/poetry,,,poetry,conda-forge/poetry,2024-05-08 13:45:03,1.8.3,100.0,https://pypi.org/project/poetry,35586803.0,35839228.0,https://anaconda.org/conda-forge/poetry,2024-05-09 01:34:38.184,1192681.0,3.0,,15439372.0 +281,beets,A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.,Audio,,https://github.com/beetbox/beets,True,31,beetbox/beets,https://github.com/beetbox/beets,2010-08-09 23:17:20.000,2024-05-09 11:40:39.000,2024-05-07 20:16:24,1764.0,12423.0,568.0,557.0,2179.0,11707.0,MIT,,371.0,371.0,beets,conda-forge/beets,2021-11-27 16:44:38,1.6.0,33.0,https://pypi.org/project/beets,9054.0,9171.0,https://anaconda.org/conda-forge/beets,2023-06-18 08:43:08.979,809.0,1.0,,9209.0 +282,pelican,Static site generator that supports Markdown and reST syntax.,Static Site Generator,,https://github.com/getpelican/pelican,True,31,getpelican/pelican,https://github.com/getpelican/pelican,2010-10-16 18:57:40.000,2024-05-08 14:34:15.000,2024-04-19 18:54:27,1785.0,12280.0,456.0,31.0,1620.0,3803.0,AGPL-3.0,,7794.0,7794.0,pelican,conda-forge/pelican,2023-11-15 17:16:41,4.9.1,22.0,https://pypi.org/project/pelican,24830.0,28171.0,https://anaconda.org/conda-forge/pelican,2023-11-27 14:15:58.572,149841.0,1.0,,1103.0 +283,py-spy,A sampling profiler for Python programs. Written in Rust.,Debugging Tools,,https://github.com/benfred/py-spy,True,31,benfred/py-spy,https://github.com/benfred/py-spy,2018-08-01 02:22:15.000,2024-05-07 18:16:56.000,2024-02-27 19:23:07,388.0,11890.0,38.0,154.0,190.0,488.0,MIT,,3973.0,3973.0,py-spy,conda-forge/py-spy,2022-09-07 21:58:56,0.3.14,20.0,https://pypi.org/project/py-spy,2237523.0,2247426.0,https://anaconda.org/conda-forge/py-spy,2023-06-16 16:18:45.113,528321.0,1.0,,17341.0 +284,schedule,Python job scheduling for humans.,Job Scheduler,,https://github.com/dbader/schedule,True,31,dbader/schedule,https://github.com/dbader/schedule,2013-05-19 12:51:20.000,2024-05-05 23:05:06.000,2024-04-28 12:39:23,866.0,11509.0,60.0,135.0,298.0,396.0,MIT,,34456.0,34456.0,schedule,conda-forge/schedule,,,5.0,https://pypi.org/project/schedule,2257559.0,2258939.0,https://anaconda.org/conda-forge/schedule,2023-10-02 12:55:42.807,55212.0,2.0,, +285,Theano,A library for fast numerical computation.,Deep Learning,,https://github.com/Theano/Theano,True,31,Theano/Theano,https://github.com/Theano/Theano,2011-08-10 03:48:06.000,2024-01-15 03:16:24.000,2024-01-15 03:16:24,2409.0,9855.0,386.0,594.0,2087.0,28133.0,,,15025.0,15025.0,Theano,conda-forge/Theano,,,8.0,https://pypi.org/project/Theano,525522.0,551103.0,https://anaconda.org/conda-forge/Theano,2023-06-16 13:23:49.668,2404705.0,3.0,, +286,fuzzywuzzy,Fuzzy String Matching.,Text Processing,,https://github.com/seatgeek/fuzzywuzzy,True,31,seatgeek/fuzzywuzzy,https://github.com/seatgeek/fuzzywuzzy,2011-07-08 19:32:34.000,2023-06-16 13:22:53.603,2021-09-09 20:54:41,869.0,9128.0,70.0,83.0,104.0,384.0,GPL-2.0,,24146.0,24146.0,fuzzywuzzy,conda-forge/fuzzywuzzy,2020-02-13 22:14:12,0.18.0,23.0,https://pypi.org/project/fuzzywuzzy,6997010.0,7002661.0,https://anaconda.org/conda-forge/fuzzywuzzy,2023-06-16 13:22:53.603,531214.0,2.0,, +287,django-debug-toolbar,Display various debug information for Django.,Debugging Tools,,https://github.com/jazzband/django-debug-toolbar,True,31,jazzband/django-debug-toolbar,https://github.com/jazzband/django-debug-toolbar,2008-08-28 06:58:04.000,2024-05-07 13:25:19.000,2024-05-07 13:25:19,909.0,7916.0,285.0,69.0,815.0,,BSD-3-Clause,,87885.0,87885.0,django-debug-toolbar,conda-forge/django-debug-toolbar,2024-02-01 19:35:16,4.3,30.0,https://pypi.org/project/django-debug-toolbar,2798037.0,2802076.0,https://anaconda.org/conda-forge/django-debug-toolbar,2024-02-02 17:35:23.617,177696.0,1.0,,214.0 +288,boltons,A set of pure-Python utilities.,Miscellaneous,,https://github.com/mahmoud/boltons,True,31,mahmoud/boltons,https://github.com/mahmoud/boltons,2013-02-20 06:17:12.000,2024-04-28 21:53:43.000,2024-04-28 21:53:40,347.0,6425.0,90.0,52.0,109.0,1562.0,,,7033.0,7033.0,boltons,conda-forge/boltons,2024-03-31 22:43:26,24.0.0,21.0,https://pypi.org/project/boltons,4073291.0,4174044.0,https://anaconda.org/conda-forge/boltons,2024-04-01 01:56:18.939,4735427.0,3.0,,30.0 +289,websockets,A library for building WebSocket servers and clients with a focus on correctness and simplicity.,WebSocket,,https://github.com/python-websockets/websockets,True,31,aaugustin/websockets,https://github.com/python-websockets/websockets,2013-03-30 08:59:30.000,2024-04-16 17:42:32.000,2024-04-16 17:42:28,495.0,4990.0,72.0,37.0,1041.0,,BSD-3-Clause,python-websockets/websockets,183610.0,183610.0,websockets,conda-forge/websockets,2023-10-21 14:25:02,12.0,38.0,https://pypi.org/project/websockets,28398678.0,28456842.0,https://anaconda.org/conda-forge/websockets,2023-10-21 19:12:20.114,2559246.0,1.0,, +290,django-haystack,Modular search for Django.,Search,,https://github.com/django-haystack/django-haystack,True,31,django-haystack/django-haystack,https://github.com/django-haystack/django-haystack,2009-01-29 20:23:57.000,2024-05-07 02:40:15.000,2024-05-07 02:40:14,1212.0,3549.0,217.0,430.0,752.0,1904.0,,,9638.0,9638.0,django-haystack,conda-forge/django-haystack,2023-12-07 17:10:09,3.2.1,14.0,https://pypi.org/project/django-haystack,120493.0,122508.0,https://anaconda.org/conda-forge/django-haystack,2024-02-11 15:33:14.217,6047.0,1.0,, +291,Cerberus,A lightweight and extensible data validation library.,Data Validation,,https://github.com/pyeve/cerberus,True,31,pyeve/cerberus,https://github.com/pyeve/cerberus,2012-10-10 10:03:49.000,2024-04-18 05:00:52.000,2023-10-23 15:11:13,233.0,3113.0,66.0,18.0,334.0,1145.0,ISC,,15959.0,15959.0,cerberus,conda-forge/cerberus,,,8.0,https://pypi.org/project/cerberus,4916969.0,4929829.0,https://anaconda.org/conda-forge/cerberus,2023-10-06 12:57:48.461,372948.0,2.0,, +292,splinter,Open source tool for testing web applications.,Testing,,https://github.com/cobrateam/splinter,True,31,cobrateam/splinter,https://github.com/cobrateam/splinter,2010-09-18 20:59:15.000,2024-05-06 14:25:58.000,2024-05-06 14:25:58,492.0,2688.0,181.0,41.0,482.0,2298.0,BSD-3-Clause,,6726.0,6726.0,splinter,conda-forge/splinter,2023-01-17 23:34:20,0.19.0,14.0,https://pypi.org/project/splinter,140224.0,140224.0,https://anaconda.org/conda-forge/splinter,,,2.0,, +293,python-decouple,Strict separation of settings from code.,Configuration,,https://github.com/HBNetwork/python-decouple,True,31,henriquebastos/python-decouple,https://github.com/HBNetwork/python-decouple,2014-02-25 04:16:08.000,2024-01-20 20:30:56.000,2024-01-01 17:54:57,190.0,2685.0,36.0,4.0,90.0,200.0,MIT,HBNetwork/python-decouple,128980.0,128980.0,python-decouple,conda-forge/python-decouple,2023-03-01 19:38:11,3.8,8.0,https://pypi.org/project/python-decouple,3510575.0,3511603.0,https://anaconda.org/conda-forge/python-decouple,2023-06-16 13:21:51.317,82284.0,1.0,,12.0 +294,napalm,Cross-vendor API to manipulate network devices.,Network Virtualization,,https://github.com/napalm-automation/napalm,True,31,napalm-automation/napalm,https://github.com/napalm-automation/napalm,2015-03-23 14:43:45.000,2024-05-06 15:56:45.000,2024-04-11 18:07:48,522.0,2181.0,209.0,132.0,495.0,5297.0,Apache-2.0,,1527.0,1527.0,napalm,conda-forge/napalm,2024-04-10 12:00:49,5.0.0,38.0,https://pypi.org/project/napalm,65725.0,65725.0,https://anaconda.org/conda-forge/napalm,,,1.0,, +295,django-pipeline,An asset packaging library for Django.,Web Asset Management,,https://github.com/jazzband/django-pipeline,True,31,jazzband/django-pipeline,https://github.com/jazzband/django-pipeline,2011-06-03 19:01:34.000,2024-04-18 02:04:14.000,2024-04-17 15:29:16,347.0,1493.0,177.0,116.0,328.0,1220.0,MIT,,2435.0,2435.0,django-pipeline,conda-forge/django-pipeline,2024-01-15 14:29:18,3.0.0,13.0,https://pypi.org/project/django-pipeline,169623.0,169623.0,https://anaconda.org/conda-forge/django-pipeline,,,2.0,, +296,python-slugify,A Python slugify library that translates unicode to ASCII.,Text Processing,,https://github.com/un33k/python-slugify,True,31,un33k/python-slugify,https://github.com/un33k/python-slugify,2012-10-15 01:44:50.000,2024-03-01 18:21:18.000,2024-03-01 18:21:15,105.0,1452.0,36.0,2.0,71.0,273.0,MIT,,82792.0,82792.0,python-slugify,conda-forge/python-slugify,,,26.0,https://pypi.org/project/python-slugify,18396096.0,18440163.0,https://anaconda.org/conda-forge/python-slugify,2024-02-08 20:57:18.711,2027085.0,2.0,, +297,thefuck,Correcting your previous console command.,Command-line Tools,,https://github.com/nvbn/thefuck,True,30,nvbn/thefuck,https://github.com/nvbn/thefuck,2015-04-08 15:08:04.000,2024-04-28 17:09:16.000,2024-01-25 19:52:35,3352.0,82988.0,196.0,248.0,469.0,1651.0,MIT,,506.0,506.0,thefuck,conda-forge/thefuck,2022-01-02 22:17:40,3.32,17.0,https://pypi.org/project/thefuck,9739.0,9739.0,https://anaconda.org/conda-forge/thefuck,,,1.0,, +298,locust,Scalable user load testing tool written in Python.,Testing,,https://github.com/locustio/locust,True,30,locustio/locust,https://github.com/locustio/locust,2011-02-17 11:08:03.000,2024-05-08 19:29:39.000,2024-05-08 18:45:00,2828.0,23754.0,326.0,35.0,1579.0,4794.0,MIT,,4.0,4.0,locust,conda-forge/locust,2024-05-06 15:12:23,2.27.0,100.0,https://pypi.org/project/locust,1720295.0,1723325.0,https://anaconda.org/conda-forge/locust,2024-05-06 20:31:00.182,145441.0,2.0,, +299,requests-html,Pythonic HTML Parsing for Humans.,Web Content Extracting,,https://github.com/psf/requests-html,True,30,psf/requests-html,https://github.com/psf/requests-html,2018-02-24 20:11:02.000,2024-04-16 18:50:38.000,2023-04-03 17:09:56,919.0,13596.0,66.0,184.0,219.0,462.0,MIT,,13582.0,13582.0,requests-html,conda-forge/requests-html,2019-02-18 21:38:41,0.10.0,1.0,https://pypi.org/project/requests-html,1015302.0,1015575.0,https://anaconda.org/conda-forge/requests-html,2023-06-16 19:26:35.142,9561.0,1.0,, +300,flower,Real-time monitor and web admin for Celery.,Admin Panels,,https://github.com/mher/flower,True,30,mher/flower,https://github.com/mher/flower,2012-07-08 13:35:09.000,2024-04-30 18:38:24.000,2023-12-17 18:24:33,1002.0,6188.0,211.0,101.0,816.0,1355.0,,,17962.0,17962.0,flower,conda-forge/flower,,,12.0,https://pypi.org/project/flower,2629727.0,2634006.0,https://anaconda.org/conda-forge/flower,2023-10-16 20:39:40.629,196865.0,2.0,, +301,ptpython,Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-..,Interactive Interpreter,,https://github.com/prompt-toolkit/ptpython,True,30,jonathanslenders/ptpython,https://github.com/prompt-toolkit/ptpython,2014-09-29 10:11:42.000,2024-04-15 13:45:45.000,2024-04-15 13:45:44,274.0,5051.0,61.0,224.0,164.0,501.0,BSD-3-Clause,prompt-toolkit/ptpython,2928.0,2928.0,ptpython,conda-forge/ptpython,2024-02-06 10:57:56,3.0.26,5.0,https://pypi.org/project/ptpython,800991.0,802352.0,https://anaconda.org/conda-forge/ptpython,2024-01-08 13:25:09.220,49025.0,1.0,, +302,django-crispy-forms,A Django app which lets you create beautiful forms in a very elegant and DRY way.,Forms,,https://github.com/django-crispy-forms/django-crispy-forms,True,30,django-crispy-forms/django-crispy-forms,https://github.com/django-crispy-forms/django-crispy-forms,2011-11-01 11:48:03.000,2024-04-13 06:52:36.000,2024-04-13 06:52:11,701.0,4926.0,226.0,50.0,636.0,,MIT,,142714.0,142714.0,django-crispy-forms,conda-forge/django-crispy-forms,2023-10-15 09:24:57,2.1,23.0,https://pypi.org/project/django-crispy-forms,1306645.0,1308896.0,https://anaconda.org/conda-forge/django-crispy-forms,2023-10-15 12:16:27.870,94555.0,2.0,, +303,PythonNet,Python Integration with the .NET Common Language Runtime (CLR).,Microsoft Windows,,https://github.com/pythonnet/pythonnet,True,30,pythonnet/pythonnet,https://github.com/pythonnet/pythonnet,2013-11-27 13:42:20.000,2024-05-08 13:22:40.000,2024-05-05 18:42:02,608.0,4377.0,105.0,129.0,1304.0,1996.0,MIT,,2314.0,2314.0,pythonnet,conda-forge/pythonnet,2023-10-11 07:21:36,3.0.3,24.0,https://pypi.org/project/pythonnet,563894.0,566029.0,https://anaconda.org/conda-forge/pythonnet,2023-10-11 07:55:27.586,99202.0,1.0,,2723.0 +304,mimesis,is a Python library that help you generate fake data.,Testing,,https://github.com/lk-geimfari/mimesis,True,30,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,2016-09-09 21:41:22.000,2024-05-06 20:53:41.000,2024-04-27 23:05:09,323.0,4310.0,120.0,7.0,340.0,2627.0,MIT,,1732.0,1732.0,mimesis,conda-forge/mimesis,2024-04-04 00:50:56,16.0.0,60.0,https://pypi.org/project/mimesis,316453.0,320671.0,https://anaconda.org/conda-forge/mimesis,2024-01-24 22:04:50.706,193787.0,2.0,,568.0 +305,python-docx,"Reads, queries and modifies Microsoft Word 2007/2008 docx files.",Specific Formats Processing,,https://github.com/python-openxml/python-docx,True,30,python-openxml/python-docx,https://github.com/python-openxml/python-docx,2013-10-15 14:50:41.000,2024-05-02 11:26:55.000,2024-05-01 19:31:09,947.0,4224.0,16.0,508.0,676.0,1074.0,MIT,,27855.0,27855.0,python-docx,conda-forge/python-docx,,,10.0,https://pypi.org/project/python-docx,4900162.0,4905294.0,https://anaconda.org/conda-forge/python-docx,2024-05-02 00:09:55.695,184776.0,2.0,, +306,keyboard,Hook and simulate global keyboard events on Windows and Linux.,Hardware,,https://github.com/boppreh/keyboard,True,30,boppreh/keyboard,https://github.com/boppreh/keyboard,2013-05-07 22:55:07.000,2024-04-08 18:16:46.000,2023-01-31 21:17:34,422.0,3697.0,41.0,378.0,195.0,775.0,MIT,,16597.0,16597.0,keyboard,conda-forge/keyboard,2020-03-23 21:46:31,0.13.5,23.0,https://pypi.org/project/keyboard,515218.0,515997.0,https://anaconda.org/conda-forge/keyboard,2023-06-16 19:26:23.252,27298.0,2.0,, +307,textdistance,Compute distance between sequences with 30+ algorithms.,Text Processing,,https://github.com/life4/textdistance,True,30,orsinium/textdistance,https://github.com/life4/textdistance,2017-05-05 08:46:10.000,2024-04-25 20:54:01.681,2024-04-24 11:35:19,241.0,3307.0,15.0,,,406.0,MIT,life4/textdistance,6269.0,6269.0,textdistance,conda-forge/textdistance,2024-04-24 11:36:32,4.6.2,13.0,https://pypi.org/project/textdistance,845364.0,858391.0,https://anaconda.org/conda-forge/textdistance,2024-04-25 20:54:01.681,546606.0,2.0,,1000.0 +308,PynamoDB,A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).,ORM,,https://github.com/pynamodb/PynamoDB,True,30,pynamodb/PynamoDB,https://github.com/pynamodb/PynamoDB,2014-01-20 02:18:35.000,2024-04-09 21:09:59.000,2024-04-09 21:09:59,417.0,2381.0,109.0,225.0,372.0,837.0,MIT,,1682.0,1682.0,PynamoDB,conda-forge/PynamoDB,2024-01-14 15:40:52,6.0.0,62.0,https://pypi.org/project/PynamoDB,2122943.0,2136340.0,https://anaconda.org/conda-forge/PynamoDB,2024-01-17 22:46:37.252,602888.0,2.0,, +309,shortuuid,"A generator library for concise, unambiguous and URL-safe UUIDs.",Text Processing,,https://github.com/skorokithakis/shortuuid,True,30,skorokithakis/shortuuid,https://github.com/skorokithakis/shortuuid,2011-01-08 13:00:43.000,2024-03-12 13:53:12.123,2024-03-11 20:09:49,106.0,2001.0,34.0,1.0,63.0,176.0,BSD-3-Clause,,24205.0,24205.0,shortuuid,conda-forge/shortuuid,2020-03-06 11:40:22,1.0.0,13.0,https://pypi.org/project/shortuuid,3049509.0,3059986.0,https://anaconda.org/conda-forge/shortuuid,2024-03-12 13:53:12.123,450552.0,2.0,, +310,prospector,A tool to analyse Python code.,Code Analysis,,https://github.com/landscapeio/prospector,True,30,PyCQA/prospector,https://github.com/landscapeio/prospector,2013-08-05 07:26:30.000,2024-04-16 14:53:14.000,2024-04-16 14:53:11,166.0,1908.0,90.0,62.0,316.0,1399.0,GPL-2.0,landscapeio/prospector,4842.0,4842.0,prospector,conda-forge/prospector,2023-10-18 06:22:58,1.10.3,53.0,https://pypi.org/project/prospector,996174.0,998720.0,https://anaconda.org/conda-forge/prospector,2023-10-19 14:14:48.980,106942.0,2.0,, +311,voluptuous,A Python data validation library.,Data Validation,,https://github.com/alecthomas/voluptuous,True,30,alecthomas/voluptuous,https://github.com/alecthomas/voluptuous,2010-07-15 09:55:10.000,2024-02-19 02:58:43.000,2024-02-02 20:44:49,211.0,1803.0,96.0,38.0,211.0,482.0,BSD-3-Clause,,15848.0,15848.0,voluptuous,conda-forge/voluptuous,2024-02-03 11:18:50,0.14.2,15.0,https://pypi.org/project/voluptuous,2600255.0,2608802.0,https://anaconda.org/conda-forge/voluptuous,2024-02-03 13:43:43.942,358999.0,3.0,, +312,copier,A library and command-line utility for rendering projects templates.,Command-line Tools,,https://github.com/copier-org/copier,True,30,pykong/copier,https://github.com/copier-org/copier,2011-11-01 19:22:44.000,2024-05-08 22:31:06.000,2024-05-08 06:30:00,165.0,1692.0,76.0,58.0,397.0,1484.0,MIT,copier-org/copier,967.0,967.0,copier,conda-forge/copier,2024-04-04 15:51:34,9.2.0,40.0,https://pypi.org/project/copier,292506.0,293334.0,https://anaconda.org/conda-forge/copier,2024-04-05 21:54:07.412,18217.0,1.0,, +313,waitress,"Multi-threaded, powers Pyramid.",WSGI Servers,,https://github.com/Pylons/waitress,True,30,Pylons/waitress,https://github.com/Pylons/waitress,2011-12-17 06:58:21.000,2024-05-01 06:28:53.000,2024-02-05 05:02:24,159.0,1381.0,54.0,13.0,221.0,,,,181776.0,181776.0,waitress,conda-forge/waitress,2024-02-04 23:35:02,3.0.0,30.0,https://pypi.org/project/waitress,4708565.0,4712979.0,https://anaconda.org/conda-forge/waitress,2024-02-05 01:00:24.086,185427.0,3.0,, +314,wand,"Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.",Image Processing,,https://github.com/emcconville/wand,True,30,dahlia/wand,https://github.com/emcconville/wand,2011-09-30 21:36:38.000,2024-03-26 18:33:29.000,2024-02-11 16:39:29,199.0,1362.0,104.0,20.0,398.0,1856.0,,emcconville/wand,18832.0,18832.0,wand,conda-forge/wand,2023-11-04 01:41:17,0.6.13,25.0,https://pypi.org/project/wand,793519.0,794981.0,https://anaconda.org/conda-forge/wand,2023-06-16 16:16:46.218,43799.0,1.0,,45829.0 +315,pyenv,Simple Python version management.,Environment Management,,https://github.com/pyenv/pyenv,True,29,pyenv/pyenv,https://github.com/pyenv/pyenv,2012-08-31 06:57:52.000,2024-05-09 11:32:23.000,2024-05-09 11:31:11,2908.0,36912.0,439.0,48.0,1676.0,3270.0,MIT,,21.0,21.0,pyenv,conda-forge/pyenv,2024-05-09 11:32:23,2.4.1,94.0,https://pypi.org/project/pyenv,11983.0,11983.0,https://anaconda.org/conda-forge/pyenv,,,3.0,, +316,Zipline,A Pythonic algorithmic trading library.,Science,,https://github.com/quantopian/zipline,True,29,quantopian/zipline,https://github.com/quantopian/zipline,2012-10-19 15:50:29.000,2024-02-13 08:02:51.000,2020-10-14 16:36:49,4148.0,17098.0,161.0,326.0,658.0,6226.0,Apache-2.0,,989.0,989.0,zipline,conda-forge/zipline,2020-10-05 15:43:07,1.4.1,13.0,https://pypi.org/project/zipline,2741.0,2914.0,https://anaconda.org/conda-forge/zipline,2023-06-16 19:21:35.991,7638.0,2.0,, +317,annoy,Approximate Nearest Neighbors in C++/Python optimized for memory usage.,Recommender Systems,,https://github.com/spotify/annoy,True,29,spotify/annoy,https://github.com/spotify/annoy,2013-04-01 20:29:40.000,2024-02-06 22:23:52.000,2023-08-20 17:38:53,1127.0,12743.0,88.0,51.0,343.0,,Apache-2.0,,3833.0,3833.0,annoy,conda-forge/annoy,2023-06-14 16:34:48,1.17.3,20.0,https://pypi.org/project/annoy,1288541.0,1288541.0,https://anaconda.org/conda-forge/annoy,,,1.0,, +318,thumbor,"A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.",Image Processing,,https://github.com/thumbor/thumbor,True,29,thumbor/thumbor,https://github.com/thumbor/thumbor,2011-03-16 17:30:05.000,2024-04-25 13:07:45.000,2024-04-18 00:52:58,807.0,9883.0,201.0,14.0,972.0,2439.0,MIT,,352.0,352.0,thumbor,conda-forge/thumbor,2024-03-04 20:46:54,7.7.4,100.0,https://pypi.org/project/thumbor,6813.0,6813.0,https://anaconda.org/conda-forge/thumbor,,,2.0,, +319,pattern,A web mining module.,Natural Language Processing,,https://github.com/clips/pattern,True,29,clips/pattern,https://github.com/clips/pattern,2011-05-03 15:29:01.000,2023-07-12 09:12:48.000,2020-04-25 12:40:40,1491.0,8670.0,30.0,130.0,76.0,1434.0,BSD-3-Clause,,1756.0,1756.0,pattern,conda-forge/pattern,,,1.0,https://pypi.org/project/pattern,525056.0,525347.0,https://anaconda.org/conda-forge/pattern,2023-06-16 16:18:03.754,15736.0,2.0,,119.0 +320,PyMC,Markov Chain Monte Carlo sampling toolkit.,Science,,https://github.com/pymc-devs/pymc,True,29,pymc-devs/pymc3,https://github.com/pymc-devs/pymc,2009-05-05 09:43:50.000,2024-05-09 13:36:52.000,2024-05-09 08:16:14,1856.0,8186.0,489.0,215.0,3016.0,,,pymc-devs/pymc,3225.0,3225.0,pymc3,conda-forge/pymc3,2024-04-30 14:58:33,5.14.0,83.0,https://pypi.org/project/pymc3,853428.0,859588.0,https://anaconda.org/conda-forge/pymc3,2023-06-16 13:23:30.938,559189.0,2.0,,1937.0 +321,hug,A Python 3 framework for cleanly exposing APIs.,RESTful API,,https://github.com/hugapi/hug,True,29,hugapi/hug,https://github.com/hugapi/hug,2015-07-17 03:33:50.000,2023-06-30 22:47:56.000,2023-06-30 13:14:01,385.0,6824.0,120.0,164.0,300.0,2396.0,MIT,,4869.0,4869.0,hug,conda-forge/hug,2019-09-14 09:20:45,2.6.0,18.0,https://pypi.org/project/hug,66730.0,68848.0,https://anaconda.org/conda-forge/hug,2023-06-16 13:24:44.089,192795.0,3.0,, +322,tinydb,"A tiny, document-oriented database.",Database,,https://github.com/msiemens/tinydb,True,29,msiemens/tinydb,https://github.com/msiemens/tinydb,2013-07-12 23:31:13.000,2024-02-20 16:22:32.000,2023-07-24 18:53:19,508.0,6539.0,82.0,18.0,293.0,697.0,MIT,,13113.0,13113.0,tinydb,conda-forge/tinydb,2023-06-12 19:06:37,4.8.0,61.0,https://pypi.org/project/tinydb,557472.0,561617.0,https://anaconda.org/conda-forge/tinydb,2023-06-12 22:06:12.645,393851.0,1.0,, +323,transitions,"A lightweight, object-oriented finite state machine implementation.",Algorithms and Design Patterns,,https://github.com/pytransitions/transitions,True,29,pytransitions/transitions,https://github.com/pytransitions/transitions,2014-10-12 20:59:09.000,2024-05-09 09:25:57.000,2024-05-09 09:25:57,508.0,5403.0,77.0,18.0,436.0,1044.0,MIT,,3434.0,3434.0,transitions,conda-forge/transitions,2022-09-02 09:45:38,0.9.0,30.0,https://pypi.org/project/transitions,640949.0,651763.0,https://anaconda.org/conda-forge/transitions,2023-06-16 16:15:31.911,638031.0,2.0,, +324,plotnine,A grammar of graphics for Python based on ggplot2.,Data Visualization,,https://github.com/has2k1/plotnine,True,29,has2k1/plotnine,https://github.com/has2k1/plotnine,2017-04-24 19:00:44.000,2024-05-09 12:45:42.000,2024-05-06 15:21:43,202.0,3835.0,107.0,65.0,563.0,,MIT,,7529.0,7529.0,plotnine,conda-forge/plotnine,2024-04-26 19:26:18,0.13.5,23.0,https://pypi.org/project/plotnine,3041746.0,3049327.0,https://anaconda.org/conda-forge/plotnine,2024-04-26 19:27:02.919,356321.0,3.0,, +325,Python-Markdown,A Python implementation of John Grubers Markdown.,Specific Formats Processing,,https://github.com/Python-Markdown/markdown,True,29,waylan/Python-Markdown,https://github.com/Python-Markdown/markdown,2010-05-29 02:59:45.000,2024-04-25 13:46:45.000,2024-04-25 13:46:45,835.0,3598.0,173.0,25.0,850.0,1590.0,BSD-3-Clause,Python-Markdown/markdown,361257.0,361257.0,Python-Markdown,conda-forge/Python-Markdown,2024-03-14 18:35:10,3.6,3.0,https://pypi.org/project/Python-Markdown,,9.0,https://anaconda.org/conda-forge/Python-Markdown,,,2.0,,69.0 +326,nikola,A static website and blog generator.,Static Site Generator,,https://github.com/getnikola/nikola,True,29,getnikola/nikola,https://github.com/getnikola/nikola,2012-04-14 13:53:22.000,2024-05-07 18:07:35.000,2024-05-07 18:07:22,373.0,2555.0,239.0,63.0,2112.0,10414.0,MIT,,512.0,512.0,nikola,conda-forge/nikola,2024-04-29 12:09:41,8.3.1,80.0,https://pypi.org/project/nikola,2478.0,2742.0,https://anaconda.org/conda-forge/nikola,2023-06-16 19:24:11.375,10830.0,2.0,,116.0 +327,python-magic,A Python interface to the libmagic file type identification library.,Files,,https://github.com/ahupp/python-magic,True,29,ahupp/python-magic,https://github.com/ahupp/python-magic,2010-03-31 22:40:33.000,2024-05-06 09:48:15.000,2023-10-09 21:18:20,257.0,2546.0,61.0,13.0,190.0,331.0,,,56820.0,56820.0,python-magic,conda-forge/python-magic,,,7.0,https://pypi.org/project/python-magic,8699293.0,8705171.0,https://anaconda.org/conda-forge/python-magic,2023-09-25 19:52:44.133,252759.0,2.0,, +328,tesserocr,"Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR.",Computer Vision,,https://github.com/sirfz/tesserocr,True,29,sirfz/tesserocr,https://github.com/sirfz/tesserocr,2015-12-17 23:29:36.000,2024-04-27 13:37:16.000,2024-04-27 13:25:47,252.0,1936.0,30.0,46.0,227.0,209.0,MIT,,985.0,985.0,tesserocr,conda-forge/tesserocr,2024-04-27 13:37:16,2.7.0,18.0,https://pypi.org/project/tesserocr,66431.0,68924.0,https://anaconda.org/conda-forge/tesserocr,2023-06-16 16:18:15.161,137006.0,2.0,,234.0 +329,ipdb,IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html).,Debugging Tools,,https://github.com/gotcha/ipdb,True,29,gotcha/ipdb,https://github.com/gotcha/ipdb,2011-01-15 17:51:47.000,2023-08-03 14:30:43.000,2023-08-03 14:30:43,141.0,1816.0,58.0,64.0,130.0,380.0,BSD-3-Clause,,55398.0,55398.0,ipdb,conda-forge/ipdb,,,14.0,https://pypi.org/project/ipdb,3433909.0,3438698.0,https://anaconda.org/conda-forge/ipdb,2023-06-16 13:21:31.191,450167.0,2.0,, +330,webassets,"Bundles, optimizes, and manages unique cache-busting URLs for static resources.",Web Asset Management,,https://github.com/miracle2k/webassets,True,29,miracle2k/webassets,https://github.com/miracle2k/webassets,2009-12-08 05:40:34.000,2024-03-06 14:53:08.000,2021-05-01 12:22:50,253.0,920.0,157.0,59.0,234.0,1418.0,BSD-2-Clause,,6926.0,6926.0,webassets,conda-forge/webassets,,,3.0,https://pypi.org/project/webassets,302877.0,303563.0,https://anaconda.org/conda-forge/webassets,2023-06-16 13:18:16.196,63185.0,3.0,, +331,httplib2,Comprehensive HTTP client library.,HTTP Clients,,https://github.com/httplib2/httplib2,True,29,httplib2/httplib2,https://github.com/httplib2/httplib2,2016-03-02 22:59:52.000,2023-09-13 19:24:05.000,2023-03-21 22:23:06,181.0,487.0,77.0,48.0,69.0,551.0,,,189482.0,189482.0,httplib2,conda-forge/httplib2,,,28.0,https://pypi.org/project/httplib2,41633749.0,41665077.0,https://anaconda.org/conda-forge/httplib2,2023-06-16 13:17:06.741,3038870.0,3.0,, +332,CPython,"**Default, most widely used implementation of the Python programming language written in C.**.",Implementations,,https://github.com/python/cpython,True,28,python/cpython,https://github.com/python/cpython,2017-02-10 19:23:51.000,2024-05-09 14:20:57.000,2024-05-09 13:52:08,28470.0,59892.0,2907.0,6926.0,60548.0,,,,612979.0,612979.0,cpython,conda-forge/cpython,,,,https://pypi.org/project/cpython,31.0,31.0,https://anaconda.org/conda-forge/cpython,,,1.0,, +333,python-fire,A library for creating command line interfaces from absolutely any Python object.,Command-line Interface Development,,https://github.com/google/python-fire,True,28,google/python-fire,https://github.com/google/python-fire,2017-02-21 21:35:07.000,2024-05-01 08:23:58.000,2024-04-05 20:21:26,1412.0,26360.0,65.0,120.0,191.0,304.0,,,33079.0,33079.0,python-fire,conda-forge/python-fire,2024-03-11 19:52:24,0.6.0,10.0,https://pypi.org/project/python-fire,432.0,432.0,https://anaconda.org/conda-forge/python-fire,,,2.0,, +334,mkdocs,Markdown friendly documentation generator.,Static Site Generator,,https://github.com/mkdocs/mkdocs,True,28,mkdocs/mkdocs/,https://github.com/mkdocs/mkdocs,2014-01-11 21:05:21.000,2024-05-04 18:40:37.000,2024-05-04 07:36:51,2320.0,18338.0,,51.0,1908.0,2083.0,BSD-2-Clause,,61113.0,61113.0,,conda-forge/,2024-04-20 17:55:01,1.6.0,14.0,,,,https://anaconda.org/conda-forge/,,,3.0,, +335,Zappa,A tool for deploying WSGI applications on AWS Lambda and API Gateway.,Serverless Frameworks,,https://github.com/Miserlou/Zappa,True,28,Miserlou/Zappa,https://github.com/Miserlou/Zappa,2016-01-20 21:57:04.000,2023-03-23 13:59:31.000,2021-02-20 16:10:31,1164.0,11895.0,261.0,602.0,674.0,2916.0,MIT,,21.0,21.0,Zappa,conda-forge/Zappa,2020-03-09 13:51:28,0.51.0,6.0,https://pypi.org/project/Zappa,153773.0,153777.0,https://anaconda.org/conda-forge/Zappa,,,1.0,,325.0 +336,supervisor,Supervisor process control system for UNIX.,DevOps Tools,,https://github.com/Supervisor/supervisor,True,28,Supervisor/supervisor,https://github.com/Supervisor/supervisor,2010-12-08 00:48:48.000,2024-04-30 16:46:51.000,2024-03-02 19:39:49,1160.0,8247.0,177.0,132.0,1024.0,,,,10602.0,10602.0,supervisor,conda-forge/supervisor,,,19.0,https://pypi.org/project/supervisor,1712711.0,1719658.0,https://anaconda.org/conda-forge/supervisor,2023-11-23 10:15:30.879,298722.0,2.0,, +337,hydra,Hydra is a framework for elegantly configuring complex applications.,Configuration,,https://github.com/facebookresearch/hydra,True,28,facebookresearch/hydra,https://github.com/facebookresearch/hydra,2019-06-12 19:33:15.000,2024-05-02 18:52:41.000,2024-04-03 21:42:43,590.0,8244.0,118.0,245.0,1111.0,,MIT,,23236.0,23236.0,hydra,conda-forge/hydra,2023-02-23 18:30:37,1.3.2,22.0,https://pypi.org/project/hydra,9499.0,9965.0,https://anaconda.org/conda-forge/hydra,2024-02-05 10:16:39.092,18673.0,3.0,, +338,sphinx,Python Documentation generator.,Documentation,,https://github.com/sphinx-doc/sphinx,True,28,sphinx-doc/sphinx/,https://github.com/sphinx-doc/sphinx,2015-01-02 10:53:28.000,2024-05-09 07:32:15.000,2024-05-07 02:49:08,1962.0,6058.0,,1119.0,5758.0,20847.0,,,376012.0,376012.0,,conda-forge/,2024-04-19 04:44:19,7.3.7,45.0,,,,https://anaconda.org/conda-forge/,,,1.0,, +339,csvkit,Utilities for converting to and working with CSV.,Specific Formats Processing,,https://github.com/wireservice/csvkit,True,28,wireservice/csvkit,https://github.com/wireservice/csvkit,2011-04-01 03:00:30.000,2024-05-08 18:38:27.000,2024-05-02 17:58:14,590.0,5830.0,108.0,27.0,877.0,1969.0,MIT,,1637.0,1637.0,csvkit,conda-forge/csvkit,,,14.0,https://pypi.org/project/csvkit,163646.0,166686.0,https://anaconda.org/conda-forge/csvkit,2024-05-02 06:32:22.723,109457.0,3.0,, +340,mininet,A popular network emulator and API written in Python.,Network Virtualization,,https://github.com/mininet/mininet,True,28,mininet/mininet,https://github.com/mininet/mininet,2011-04-21 17:46:06.000,2024-04-18 15:06:36.000,2023-09-17 01:50:27,1675.0,5185.0,81.0,269.0,440.0,2075.0,BSD-3-Clause,,327.0,327.0,mininet,conda-forge/mininet,2021-02-11 01:52:19,2.3.0,6.0,https://pypi.org/project/mininet,4457.0,9622.0,https://anaconda.org/conda-forge/mininet,,,3.0,,583669.0 +341,huey,Little multi-threaded task queue.,Task Queues,,https://github.com/coleifer/huey,True,28,coleifer/huey,https://github.com/coleifer/huey,2011-11-03 16:39:43.000,2024-04-04 14:35:18.000,2024-04-04 14:33:23,362.0,4915.0,67.0,,615.0,992.0,MIT,,1461.0,1461.0,huey,conda-forge/huey,2023-09-22 15:18:12,2.5.0,48.0,https://pypi.org/project/huey,103390.0,103854.0,https://anaconda.org/conda-forge/huey,2023-06-16 16:09:17.692,33918.0,2.0,, +342,PyWin32,Python Extensions for Windows.,Microsoft Windows,,https://github.com/mhammond/pywin32,True,28,mhammond/pywin32,https://github.com/mhammond/pywin32,2017-10-24 21:44:27.000,2024-04-30 06:09:44.000,2024-04-12 02:50:04,773.0,4826.0,94.0,386.0,1468.0,,,,184775.0,184775.0,pywin32,conda-forge/pywin32,2023-03-26 00:18:37,b306,15.0,https://pypi.org/project/pywin32,10266271.0,10390299.0,https://anaconda.org/conda-forge/pywin32,2023-09-29 08:06:21.540,4961339.0,3.0,,665991.0 +343,dramatiq,A fast and reliable background task processing library for Python 3.,Task Queues,,https://github.com/Bogdanp/dramatiq,True,28,Bogdanp/dramatiq,https://github.com/Bogdanp/dramatiq,2017-05-30 11:55:29.000,2024-05-08 12:52:06.000,2024-05-08 12:52:06,285.0,4086.0,107.0,38.0,324.0,1078.0,LGPL-3.0,,1138.0,1138.0,dramatiq,conda-forge/dramatiq,2024-01-25 07:41:59,1.16.0,25.0,https://pypi.org/project/dramatiq,227847.0,228986.0,https://anaconda.org/conda-forge/dramatiq,2024-01-25 11:58:44.562,53534.0,2.0,,40.0 +344,tmuxp,A [tmux](https://github.com/tmux/tmux) session manager.,Command-line Tools,,https://github.com/tmux-python/tmuxp,True,28,tony/tmuxp,https://github.com/tmux-python/tmuxp,2013-08-27 05:51:11.000,2024-05-06 20:47:56.000,2024-05-05 16:05:55,230.0,3966.0,74.0,85.0,265.0,4041.0,MIT,tmux-python/tmuxp,301.0,301.0,tmuxp,conda-forge/tmuxp,2024-04-21 12:00:02,1.47.0,100.0,https://pypi.org/project/tmuxp,32424.0,32578.0,https://anaconda.org/conda-forge/tmuxp,2024-04-21 18:32:34.703,154.0,2.0,, +345,bqplot,Interactive Plotting Library for the Jupyter Notebook.,Data Visualization,,https://github.com/bqplot/bqplot,True,28,bloomberg/bqplot,https://github.com/bqplot/bqplot,2015-09-26 04:02:18.000,2024-04-30 15:15:19.000,2024-03-25 08:55:18,452.0,3561.0,64.0,225.0,368.0,3659.0,Apache-2.0,bqplot/bqplot,55.0,55.0,bqplot,conda-forge/bqplot,2024-02-27 15:38:38,0.12.43,64.0,https://pypi.org/project/bqplot,123417.0,150288.0,https://anaconda.org/conda-forge/bqplot,2024-02-19 16:46:43.025,1289819.0,3.0,, +346,django-guardian,Implementation of per object permissions for Django 1.2+.,Permissions,,https://github.com/django-guardian/django-guardian,True,28,django-guardian/django-guardian,https://github.com/django-guardian/django-guardian,2010-06-04 23:15:37.000,2024-03-27 13:58:22.000,2022-03-25 21:42:47,539.0,3546.0,158.0,131.0,323.0,935.0,,,6611.0,6611.0,django-guardian,conda-forge/django-guardian,,,7.0,https://pypi.org/project/django-guardian,467192.0,467821.0,https://anaconda.org/conda-forge/django-guardian,2023-06-16 13:23:00.573,52226.0,1.0,, +347,asciimatics,A package to create full-screen text UIs (from interactive forms to ASCII animations).,Command-line Interface Development,,https://github.com/peterbrittain/asciimatics,True,28,peterbrittain/asciimatics,https://github.com/peterbrittain/asciimatics,2015-04-15 20:18:41.000,2024-04-24 11:43:14.000,2024-04-24 11:42:17,242.0,3535.0,45.0,24.0,274.0,1136.0,Apache-2.0,,989.0,989.0,asciimatics,conda-forge/asciimatics,2023-10-25 15:29:54,1.15.0,11.0,https://pypi.org/project/asciimatics,21022.0,24516.0,https://anaconda.org/conda-forge/asciimatics,2023-10-25 21:59:55.078,150265.0,2.0,, +348,maya,Datetimes for Humans.,Date and Time,,https://github.com/kennethreitz/maya,True,28,timofurrer/maya,https://github.com/kennethreitz/maya,2016-12-16 00:16:04.000,2024-04-02 14:58:07.000,2024-04-02 14:58:07,197.0,3403.0,49.0,19.0,75.0,394.0,MIT,kennethreitz/maya,1193.0,1193.0,maya,conda-forge/maya,2019-01-06 11:24:36,0.6.1,9.0,https://pypi.org/project/maya,107998.0,108710.0,https://anaconda.org/conda-forge/maya,2023-06-16 13:23:45.829,62668.0,2.0,, +349,funcy,A fancy and practical functional tools.,Functional Programming,,https://github.com/Suor/funcy,True,28,Suor/funcy,https://github.com/Suor/funcy,2012-10-13 00:44:57.000,2024-05-01 10:07:23.000,2024-05-01 10:07:23,141.0,3279.0,33.0,8.0,72.0,995.0,BSD-3-Clause,,10918.0,10918.0,funcy,conda-forge/funcy,,,18.0,https://pypi.org/project/funcy,1493596.0,1498428.0,https://anaconda.org/conda-forge/funcy,2023-06-16 13:23:43.902,425262.0,2.0,, +350,Blaze,NumPy and Pandas interface to Big Data.,Data Analysis,,https://github.com/blaze/blaze,True,28,blaze/blaze,https://github.com/blaze/blaze,2012-10-26 14:25:22.000,2023-09-29 10:03:58.000,2019-08-15 21:14:59,363.0,3179.0,67.0,251.0,502.0,7496.0,BSD-3-Clause,,9232.0,9232.0,blaze,conda-forge/blaze,2016-07-19 20:40:03,0.11.0,14.0,https://pypi.org/project/blaze,45145.0,47649.0,https://anaconda.org/conda-forge/blaze,2023-06-16 13:21:36.637,202848.0,1.0,, +351,pyarmor,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",Distribution,,https://github.com/dashingsoft/pyarmor,True,28,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,2017-08-26 04:11:53.000,2024-05-06 00:13:47.000,2024-05-06 00:13:41,260.0,2931.0,33.0,9.0,1434.0,4505.0,,,1205.0,1205.0,pyarmor,conda-forge/pyarmor,2024-05-01 01:08:52,8.5.8,100.0,https://pypi.org/project/pyarmor,205819.0,205819.0,https://anaconda.org/conda-forge/pyarmor,,,2.0,, +352,bleach,A whitelist-based HTML sanitization and text linkification library.,HTML Manipulation,,https://github.com/mozilla/bleach,True,28,mozilla/bleach,https://github.com/mozilla/bleach,2010-02-19 01:12:41.000,2024-04-15 15:10:06.000,2024-04-15 15:10:06,230.0,2619.0,79.0,5.0,369.0,,,,316676.0,316676.0,bleach,conda-forge/bleach,,,26.0,https://pypi.org/project/bleach,23028225.0,23423191.0,https://anaconda.org/conda-forge/bleach,2023-10-06 22:13:27.662,17378527.0,2.0,, +353,pyquery,A jQuery-like library for parsing HTML.,HTML Manipulation,,https://github.com/gawel/pyquery,True,28,gawel/pyquery,https://github.com/gawel/pyquery,2012-11-28 20:27:39.000,2024-04-02 20:31:58.000,2024-04-02 20:31:54,181.0,2271.0,53.0,54.0,134.0,494.0,,,23011.0,23011.0,pyquery,conda-forge/pyquery,,,5.0,https://pypi.org/project/pyquery,3239752.0,3240532.0,https://anaconda.org/conda-forge/pyquery,2023-06-16 13:23:09.494,61642.0,2.0,, +354,daphne,"A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.",ASGI Servers,,https://github.com/django/daphne,True,28,django/daphne,https://github.com/django/daphne,2015-12-23 17:06:46.000,2024-04-11 15:00:52.961,2024-04-11 13:23:49,253.0,2269.0,70.0,34.0,279.0,,BSD-3-Clause,,27362.0,27362.0,daphne,conda-forge/daphne,,,8.0,https://pypi.org/project/daphne,1150877.0,1155078.0,https://anaconda.org/conda-forge/daphne,2024-04-11 15:00:52.961,180656.0,3.0,, +355,Schemathesis,A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.,Testing,,https://github.com/schemathesis/schemathesis,True,28,kiwicom/schemathesis,https://github.com/schemathesis/schemathesis,2019-08-19 11:13:01.000,2024-05-09 06:30:42.000,2024-05-09 06:30:41,143.0,2116.0,62.0,70.0,741.0,2189.0,MIT,schemathesis/schemathesis,317.0,317.0,schemathesis,conda-forge/schemathesis,2024-04-29 11:40:37,3.27.1,100.0,https://pypi.org/project/schemathesis,171268.0,171987.0,https://anaconda.org/conda-forge/schemathesis,2024-04-29 18:37:26.231,15111.0,3.0,, +356,twython,A Python wrapper for the Twitter API.,Third-party APIs,,https://github.com/ryanmcgrath/twython,True,28,ryanmcgrath/twython,https://github.com/ryanmcgrath/twython,2009-04-02 05:01:31.000,2023-06-16 13:20:59.998,2021-07-16 22:33:17,389.0,1848.0,103.0,23.0,305.0,853.0,MIT,,7065.0,7065.0,twython,conda-forge/twython,2021-07-16 22:38:58,3.9.1,6.0,https://pypi.org/project/twython,175639.0,178812.0,https://anaconda.org/conda-forge/twython,2023-06-16 13:20:59.998,266589.0,3.0,, +357,bidict,"Efficient, Pythonic bidirectional map data structures and related functionality..",Built-in Classes Enhancement,,https://github.com/jab/bidict,True,28,jab/bidict,https://github.com/jab/bidict,2014-09-23 14:00:27.000,2024-05-04 19:12:55.000,2024-05-04 19:01:20,63.0,1408.0,15.0,1.0,59.0,,MPL-2.0,,25075.0,25075.0,bidict,conda-forge/bidict,2024-02-18 19:11:22,0.23.1,38.0,https://pypi.org/project/bidict,2692365.0,2701113.0,https://anaconda.org/conda-forge/bidict,2024-02-18 23:20:30.644,402449.0,2.0,,53.0 +358,Cartopy,A cartographic python library with matplotlib support.,Data Visualization,,https://github.com/SciTools/cartopy,True,28,SciTools/cartopy,https://github.com/SciTools/cartopy,2012-08-03 07:43:59.000,2024-05-04 02:22:50.000,2024-05-04 02:22:50,355.0,1360.0,125.0,272.0,952.0,,BSD-3-Clause,,4861.0,4861.0,cartopy,conda-forge/cartopy,2024-04-10 17:45:12,0.23.0,25.0,https://pypi.org/project/cartopy,230569.0,304226.0,https://anaconda.org/conda-forge/cartopy,2024-04-11 10:31:26.888,3535558.0,3.0,, +359,django-bootstrap4,Bootstrap 4 integration with Django.,Forms,,https://github.com/zostera/django-bootstrap4,True,28,zostera/django-bootstrap4,https://github.com/zostera/django-bootstrap4,2017-04-25 15:55:15.000,2024-05-07 09:12:31.000,2024-04-25 09:31:25,215.0,1029.0,139.0,17.0,144.0,,BSD-3-Clause,,161074.0,161074.0,django-bootstrap4,conda-forge/django-bootstrap4,2021-05-20 08:44:02,3.0.1,7.0,https://pypi.org/project/django-bootstrap4,193514.0,193875.0,https://anaconda.org/conda-forge/django-bootstrap4,2023-06-16 16:13:38.994,26776.0,2.0,, +360,Face Recognition,Simple facial recognition library.,Computer Vision,,https://github.com/ageitgey/face_recognition,True,27,ageitgey/face_recognition,https://github.com/ageitgey/face_recognition,2017-03-03 21:52:39.000,2024-02-24 12:51:59.000,2022-06-10 09:12:18,13046.0,51883.0,54.0,733.0,584.0,238.0,MIT,,21.0,21.0,face_recognition,conda-forge/face_recognition,2018-04-02 17:18:43,1.2.2,2.0,https://pypi.org/project/face_recognition,218588.0,219068.0,https://anaconda.org/conda-forge/face_recognition,2023-06-16 19:21:40.721,20515.0,2.0,,1230.0 +361,httpie,"A command line HTTP client, a user-friendly cURL replacement.",Command-line Tools,,https://github.com/httpie/cli,True,27,jakubroztocil/httpie,https://github.com/httpie/cli,2012-02-25 12:39:13.000,2024-04-24 06:11:17.000,2024-03-18 15:53:23,3625.0,32059.0,169.0,165.0,691.0,1784.0,BSD-3-Clause,httpie/cli,1.0,1.0,httpie,conda-forge/httpie,2023-05-19 21:43:34,3.2.2,45.0,https://pypi.org/project/httpie,381425.0,383215.0,https://anaconda.org/conda-forge/httpie,2023-06-16 16:08:14.893,127504.0,2.0,-7.0,8396.0 +362,pyspider,A powerful spider system.,Web Crawling,,https://github.com/binux/pyspider,True,27,binux/pyspider,https://github.com/binux/pyspider,2014-02-21 19:18:47.000,2024-04-30 19:43:29.000,2020-08-02 17:34:20,3611.0,16347.0,62.0,275.0,549.0,1181.0,Apache-2.0,,333.0,333.0,pyspider,conda-forge/pyspider,2018-04-18 04:25:22,0.3.10,13.0,https://pypi.org/project/pyspider,1082.0,1082.0,https://anaconda.org/conda-forge/pyspider,,,1.0,, +363,PySimpleGUI,"Wrapper for tkinter, Qt, WxPython and Remi.",GUI Development,,https://github.com/PySimpleGUI/PySimpleGUI,True,27,PySimpleGUI/PySimpleGUI,https://github.com/PySimpleGUI/PySimpleGUI,2018-07-11 18:28:58.000,2024-05-03 15:50:12.000,2024-05-03 15:50:12,1779.0,13155.0,3.0,725.0,2873.0,76.0,,,11619.0,11619.0,PySimpleGUI,conda-forge/PySimpleGUI,,,46.0,https://pypi.org/project/PySimpleGUI,793900.0,796450.0,https://anaconda.org/conda-forge/PySimpleGUI,2023-06-16 16:16:23.007,145385.0,2.0,, +364,redis-py,The Python client for Redis.,Database Drivers,,https://github.com/redis/redis-py,True,27,andymccurdy/redis-py,https://github.com/redis/redis-py,2009-11-06 10:22:26.000,2024-05-09 13:45:26.000,2024-05-09 07:11:59,2380.0,12288.0,438.0,174.0,1475.0,2328.0,MIT,redis/redis-py,,,redis-py,conda-forge/redis-py,2024-04-23 17:11:18,5.0.4,61.0,https://pypi.org/project/redis-py,,25734.0,https://anaconda.org/conda-forge/redis-py,2024-04-23 19:04:20.045,1209516.0,2.0,-8.0, +365,pgcli,PostgreSQL CLI with autocompletion and syntax highlighting.,Command-line Tools,,https://github.com/dbcli/pgcli,True,27,dbcli/pgcli,https://github.com/dbcli/pgcli,2014-10-12 17:32:33.000,2024-05-01 02:03:32.000,2024-05-01 02:03:31,535.0,11738.0,177.0,133.0,556.0,,BSD-3-Clause,,1442.0,1442.0,pgcli,conda-forge/pgcli,,,19.0,https://pypi.org/project/pgcli,128722.0,132571.0,https://anaconda.org/conda-forge/pgcli,2024-01-12 04:20:52.059,157842.0,2.0,, +366,akshare,"A financial data interface library, built for human beings!.",Downloader,,https://github.com/akfamily/akshare,True,27,jindaxiang/akshare,https://github.com/akfamily/akshare,2019-10-01 07:34:12.000,2024-05-08 04:09:33.000,2024-05-08 04:08:36,1735.0,8444.0,71.0,,1318.0,,MIT,akfamily/akshare,547.0,547.0,akshare,conda-forge/akshare,2024-05-07 08:31:19,release-v1.13.64,100.0,https://pypi.org/project/akshare,92391.0,92391.0,https://anaconda.org/conda-forge/akshare,,,1.0,, +367,Eel,A library for making simple Electron-like offline HTML/JS GUI apps.,GUI Development,,https://github.com/python-eel/Eel,True,27,ChrisKnott/Eel,https://github.com/python-eel/Eel,2017-12-27 21:37:12.000,2024-05-02 08:06:02.000,2023-03-04 17:45:05,561.0,6191.0,46.0,187.0,347.0,,MIT,python-eel/Eel,7322.0,7322.0,Eel,conda-forge/Eel,2023-02-20 20:32:14,0.16.0,22.0,https://pypi.org/project/Eel,69766.0,69766.0,https://anaconda.org/conda-forge/Eel,,,2.0,, +368,dataset,"Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.",ORM,,https://github.com/pudo/dataset,True,27,pudo/dataset,https://github.com/pudo/dataset,2013-04-01 14:57:55.000,2023-09-06 13:18:04.000,2023-07-12 08:51:27,291.0,4720.0,78.0,30.0,263.0,712.0,MIT,,3852.0,3852.0,dataset,conda-forge/dataset,,,5.0,https://pypi.org/project/dataset,117038.0,117261.0,https://anaconda.org/conda-forge/dataset,2023-07-12 10:39:31.317,8497.0,2.0,, +369,grequests,requests + gevent for asynchronous HTTP requests.,HTTP Clients,,https://github.com/spyoungtech/grequests,True,27,spyoungtech/grequests,https://github.com/spyoungtech/grequests,2012-05-10 21:50:15.000,2023-06-16 13:16:57.269,2023-06-08 00:01:30,298.0,4422.0,28.0,7.0,118.0,89.0,BSD-2-Clause,,4381.0,4381.0,grequests,conda-forge/grequests,2023-06-08 00:04:06,0.7.0,4.0,https://pypi.org/project/grequests,369134.0,370153.0,https://anaconda.org/conda-forge/grequests,2023-06-16 13:16:57.269,93752.0,3.0,,14.0 +370,lektor,An easy to use static CMS and blog engine.,Static Site Generator,,https://github.com/lektor/lektor,True,27,lektor/lektor,https://github.com/lektor/lektor,2015-12-19 09:18:36.000,2024-03-05 17:52:27.971,2024-02-27 18:42:46,303.0,3771.0,94.0,222.0,424.0,1739.0,BSD-3-Clause,,452.0,452.0,lektor,conda-forge/lektor,2024-02-27 21:17:57,3.3.11,43.0,https://pypi.org/project/lektor,4057.0,5660.0,https://anaconda.org/conda-forge/lektor,2024-03-05 17:52:27.971,68992.0,3.0,,7141.0 +371,returns,"A set of type-safe monads, transformers, and composition utilities.",Functional Programming,,https://github.com/dry-python/returns,True,27,dry-python/returns,https://github.com/dry-python/returns,2019-01-26 13:08:38.000,2024-05-08 14:37:37.000,2024-05-08 14:37:37,105.0,3299.0,49.0,58.0,354.0,1802.0,BSD-2-Clause,,548.0,548.0,returns,conda-forge/returns,2023-08-26 13:41:29,0.22.0,25.0,https://pypi.org/project/returns,148150.0,148402.0,https://anaconda.org/conda-forge/returns,2023-08-28 19:31:50.302,9079.0,3.0,, +372,vulture,A tool for finding and analysing dead Python code.,Code Analysis,,https://github.com/jendrikseipp/vulture,True,27,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,2016-08-11 15:39:58.647,2024-05-05 15:47:40.000,2024-05-05 15:47:33,136.0,3072.0,42.0,24.0,178.0,,MIT,,4498.0,4498.0,vulture,conda-forge/vulture,2024-01-19 19:44:22,2.11,17.0,https://pypi.org/project/vulture,564510.0,565374.0,https://anaconda.org/conda-forge/vulture,2023-06-16 13:24:21.364,80394.0,2.0,, +373,python-oauth2,"A fully tested, abstract interface to creating OAuth clients and servers.",Authentication,,https://github.com/joestump/python-oauth2,True,27,joestump/python-oauth2,https://github.com/joestump/python-oauth2,2009-10-21 17:21:07.000,2024-04-09 13:40:11.000,2018-02-12 06:35:04,807.0,2984.0,42.0,52.0,81.0,352.0,MIT,,11286.0,11286.0,python-oauth2,conda-forge/python-oauth2,,,3.0,https://pypi.org/project/python-oauth2,42811.0,43906.0,https://anaconda.org/conda-forge/python-oauth2,2023-06-16 13:23:13.681,89855.0,3.0,, +374,xlwings,A BSD-licensed library that makes it easy to call Python from Excel and vice versa.,Specific Formats Processing,,https://github.com/xlwings/xlwings,True,27,ZoomerAnalytics/xlwings,https://github.com/xlwings/xlwings,2014-03-17 13:03:20.000,2024-04-22 12:53:54.000,2024-04-22 12:53:53,478.0,2847.0,65.0,335.0,1522.0,,,xlwings/xlwings,31271.0,31271.0,xlwings,conda-forge/xlwings,2024-04-02 15:10:38,0.31.1,115.0,https://pypi.org/project/xlwings,145143.0,161051.0,https://anaconda.org/conda-forge/xlwings,2024-04-03 07:10:36.970,747766.0,3.0,,17526.0 +375,python-social-auth,An easy-to-setup social authentication mechanism.,Authentication,,https://github.com/omab/python-social-auth,True,27,omab/python-social-auth,https://github.com/omab/python-social-auth,2012-12-12 16:08:42.000,2022-07-01 19:07:30.000,2017-02-04 13:10:59,1047.0,2829.0,284.0,21.0,643.0,1973.0,BSD-3-Clause,,6036.0,6036.0,python-social-auth,conda-forge/python-social-auth,,,,https://pypi.org/project/python-social-auth,44345.0,44345.0,https://anaconda.org/conda-forge/python-social-auth,,,3.0,, +376,facebook-sdk,Facebook Platform Python SDK.,Third-party APIs,,https://github.com/mobolic/facebook-sdk,True,27,mobolic/facebook-sdk,https://github.com/mobolic/facebook-sdk,2011-05-11 13:38:27.000,2023-10-17 18:14:04.000,2020-12-27 07:29:21,924.0,2722.0,99.0,21.0,219.0,544.0,Apache-2.0,,4968.0,4968.0,facebook-sdk,conda-forge/facebook-sdk,2018-08-09 15:36:11,3.0.0,1.0,https://pypi.org/project/facebook-sdk,205454.0,205454.0,https://anaconda.org/conda-forge/facebook-sdk,,,3.0,, +377,yagmail,Yet another Gmail/SMTP client.,Email,,https://github.com/kootenpv/yagmail,True,27,kootenpv/yagmail,https://github.com/kootenpv/yagmail,2015-04-17 21:39:24.000,2023-06-16 16:18:42.921,2022-09-28 20:43:53,262.0,2592.0,32.0,100.0,128.0,295.0,MIT,,4068.0,4068.0,yagmail,conda-forge/yagmail,,,18.0,https://pypi.org/project/yagmail,153784.0,154411.0,https://anaconda.org/conda-forge/yagmail,2023-06-16 16:18:42.921,34487.0,1.0,, +378,django-bootstrap3,Bootstrap 3 integration with Django.,Forms,,https://github.com/zostera/django-bootstrap3,True,27,dyve/django-bootstrap3,https://github.com/zostera/django-bootstrap3,2013-08-13 13:48:04.000,2024-05-07 10:26:02.000,2024-04-25 10:22:24,671.0,2337.0,99.0,,297.0,,BSD-3-Clause,zostera/django-bootstrap3,18942.0,18942.0,django-bootstrap3,conda-forge/django-bootstrap3,,,6.0,https://pypi.org/project/django-bootstrap3,144475.0,144832.0,https://anaconda.org/conda-forge/django-bootstrap3,2023-06-16 13:24:31.399,28602.0,3.0,, +379,httpretty,HTTP request mock tool for Python.,Testing,,https://github.com/gabrielfalcao/HTTPretty,True,27,gabrielfalcao/HTTPretty,https://github.com/gabrielfalcao/HTTPretty,2011-01-28 14:59:02.000,2024-03-22 07:50:32.000,2022-10-16 23:12:02,263.0,2094.0,105.0,103.0,143.0,,MIT,,14950.0,14950.0,HTTPretty,conda-forge/HTTPretty,,,14.0,https://pypi.org/project/HTTPretty,608900.0,612743.0,https://anaconda.org/conda-forge/HTTPretty,2023-06-16 13:23:40.530,376698.0,3.0,, +380,django-cacheops,A slick ORM cache with automatic granular event-driven invalidation.,Caching,,https://github.com/Suor/django-cacheops,True,27,Suor/django-cacheops,https://github.com/Suor/django-cacheops,2011-06-04 12:25:47.000,2024-03-12 05:05:06.000,2024-03-12 05:05:02,209.0,2042.0,67.0,16.0,317.0,1234.0,BSD-3-Clause,,1245.0,1245.0,django-cacheops,conda-forge/django-cacheops,,,,https://pypi.org/project/django-cacheops,163864.0,163864.0,https://anaconda.org/conda-forge/django-cacheops,,,1.0,, +381,mutagen,A Python module to handle audio metadata.,Audio,,https://github.com/quodlibet/mutagen,True,27,quodlibet/mutagen,https://github.com/quodlibet/mutagen,2016-04-07 17:10:15.000,2024-04-02 22:30:49.000,2023-10-28 16:00:25,154.0,1445.0,44.0,100.0,413.0,,GPL-2.0,,18601.0,18601.0,mutagen,conda-forge/mutagen,2023-09-03 16:35:25,release-1.47.0,63.0,https://pypi.org/project/mutagen,1886595.0,1892508.0,https://anaconda.org/conda-forge/mutagen,2023-09-03 18:04:40.884,191738.0,2.0,,61486.0 +382,webargs,A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.,URL Manipulation,,https://github.com/marshmallow-code/webargs,True,27,marshmallow-code/webargs,https://github.com/marshmallow-code/webargs,2014-02-17 02:16:12.000,2024-05-07 06:53:18.000,2024-05-07 06:53:17,156.0,1365.0,69.0,8.0,283.0,,MIT,,8279.0,8279.0,webargs,conda-forge/webargs,,,42.0,https://pypi.org/project/webargs,1652240.0,1657237.0,https://anaconda.org/conda-forge/webargs,2024-01-08 03:30:10.349,219891.0,1.0,, +383,pyexcel,"Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.",Specific Formats Processing,,https://github.com/pyexcel/pyexcel,True,27,pyexcel/pyexcel,https://github.com/pyexcel/pyexcel,2014-08-22 12:52:20.000,2024-01-02 06:53:36.000,2023-07-16 11:19:18,165.0,1173.0,21.0,22.0,194.0,1945.0,,,4010.0,4010.0,pyexcel,conda-forge/pyexcel,2022-02-12 21:08:42,0.7.0,62.0,https://pypi.org/project/pyexcel,268696.0,269531.0,https://anaconda.org/conda-forge/pyexcel,2023-06-16 13:24:31.407,65951.0,3.0,,188.0 +384,flask-debugtoolbar,A port of the django-debug-toolbar to flask.,Debugging Tools,,https://github.com/pallets-eco/flask-debugtoolbar,True,27,mgood/flask-debugtoolbar,https://github.com/pallets-eco/flask-debugtoolbar,2011-12-16 20:03:04.000,2024-05-07 01:56:41.000,2024-05-07 01:56:10,137.0,920.0,55.0,28.0,98.0,,BSD-3-Clause,pallets-eco/flask-debugtoolbar,26663.0,26663.0,flask-debugtoolbar,conda-forge/flask-debugtoolbar,2024-04-27 18:04:41,0.15.1,8.0,https://pypi.org/project/flask-debugtoolbar,165460.0,167012.0,https://anaconda.org/conda-forge/flask-debugtoolbar,2024-04-27 19:33:32.960,66763.0,2.0,, +385,pysolr,A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/).,Search,,https://github.com/django-haystack/pysolr,True,27,django-haystack/pysolr,https://github.com/django-haystack/pysolr,2009-07-01 17:54:08.000,2024-05-07 02:39:01.000,2024-05-07 02:39:00,314.0,659.0,72.0,24.0,126.0,582.0,BSD-3-Clause,,3408.0,3408.0,pysolr,conda-forge/pysolr,2020-04-17 20:27:24,3.9.0,4.0,https://pypi.org/project/pysolr,326873.0,327256.0,https://anaconda.org/conda-forge/pysolr,2023-06-16 13:19:59.904,33321.0,3.0,, +386,Ray,A system for parallel and distributed Python that unifies the machine learning ecosystem.,Distributed Computing,,https://github.com/ray-project/ray,True,26,ray-project/ray/,https://github.com/ray-project/ray,2016-10-25 19:38:30.000,2024-05-09 14:10:30.000,2024-05-09 04:36:14,5190.0,31287.0,,3206.0,14230.0,21542.0,Apache-2.0,,15286.0,15286.0,,conda-forge/,2024-05-08 20:34:48,ray-2.21.0,84.0,,,2.0,https://anaconda.org/conda-forge/,,,2.0,,211.0 +387,sqlmap,Automatic SQL injection and database takeover tool.,Penetration Testing,,https://github.com/sqlmapproject/sqlmap,True,26,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,2012-06-26 09:52:15.000,2024-05-09 14:15:19.000,2024-05-09 14:14:57,5431.0,30668.0,137.0,48.0,5109.0,10168.0,,,21.0,21.0,sqlmap,conda-forge/sqlmap,2024-01-03 22:20:06,1.8,9.0,https://pypi.org/project/sqlmap,9656.0,9656.0,https://anaconda.org/conda-forge/sqlmap,,,1.0,, +388,magenta,A tool to generate music and art using artificial intelligence.,Miscellaneous,,https://github.com/magenta/magenta,True,26,magenta/magenta,https://github.com/magenta/magenta,2016-05-05 20:10:40.000,2024-04-30 20:50:54.000,2023-07-11 13:03:36,3642.0,18946.0,155.0,364.0,588.0,,Apache-2.0,,504.0,504.0,magenta,conda-forge/magenta,2022-08-01 18:18:44,2.1.4,48.0,https://pypi.org/project/magenta,4003.0,4003.0,https://anaconda.org/conda-forge/magenta,,,3.0,, +389,newspaper,"News extraction, article extraction and content curation in Python.",Web Content Extracting,,https://github.com/codelucas/newspaper,True,26,codelucas/newspaper,https://github.com/codelucas/newspaper,2013-11-25 09:50:50.000,2024-04-03 05:54:17.000,2020-09-02 06:54:25,2015.0,13756.0,103.0,425.0,267.0,651.0,MIT,,21.0,21.0,newspaper,conda-forge/newspaper,2014-12-17 19:19:47,0.0.9,2.0,https://pypi.org/project/newspaper,8760.0,8760.0,https://anaconda.org/conda-forge/newspaper,,,2.0,, +390,icecream,"Inspect variables, expressions, and program execution with a single, simple function call.",Debugging Tools,,https://github.com/gruns/icecream,True,26,gruns/icecream,https://github.com/gruns/icecream,2018-02-13 18:56:12.000,2024-03-29 19:30:18.000,2024-02-01 01:02:12,180.0,8505.0,21.0,55.0,72.0,272.0,MIT,,21.0,21.0,icecream,conda-forge/icecream,2022-07-21 09:17:39,2.1.3,7.0,https://pypi.org/project/icecream,396392.0,397427.0,https://anaconda.org/conda-forge/icecream,2023-06-16 19:25:30.341,38321.0,2.0,, +391,pypinyin,Convert Chinese hanzi () to pinyin ().,Text Processing,,https://github.com/mozillazg/python-pinyin,True,26,mozillazg/python-pinyin,https://github.com/mozillazg/python-pinyin,2013-09-14 14:01:40.000,2024-03-10 05:15:19.000,2024-03-10 05:06:56,597.0,4695.0,24.0,31.0,224.0,815.0,MIT,,5807.0,5807.0,python-pinyin,conda-forge/python-pinyin,2024-03-10 05:20:33,0.51.0,34.0,https://pypi.org/project/python-pinyin,34.0,34.0,https://anaconda.org/conda-forge/python-pinyin,,,2.0,, +392,lightfm,A Python implementation of a number of popular recommendation algorithms.,Recommender Systems,,https://github.com/lyst/lightfm,True,26,lyst/lightfm,https://github.com/lyst/lightfm,2015-07-30 08:34:00.000,2023-12-24 09:12:15.000,2023-04-30 18:36:20,666.0,4611.0,47.0,142.0,356.0,483.0,Apache-2.0,,1431.0,1431.0,lightfm,conda-forge/lightfm,2023-03-20 04:08:46,1.17,9.0,https://pypi.org/project/lightfm,430275.0,432581.0,https://anaconda.org/conda-forge/lightfm,2023-06-16 16:08:40.466,175330.0,2.0,, +393,s3cmd,A command line tool for managing Amazon S3 and CloudFront.,Downloader,,https://github.com/s3tools/s3cmd,True,26,s3tools/s3cmd,https://github.com/s3tools/s3cmd,2011-06-07 02:08:24.000,2024-04-17 10:34:02.000,2024-04-17 10:34:02,855.0,4446.0,220.0,243.0,652.0,1916.0,GPL-2.0,,,,s3cmd,conda-forge/s3cmd,2023-12-12 02:57:32,2.4.0,10.0,https://pypi.org/project/s3cmd,1238975.0,1268536.0,https://anaconda.org/conda-forge/s3cmd,2023-06-16 16:12:34.721,9866.0,3.0,,3235181.0 +394,geopy,Python Geocoding Toolbox.,Geolocation,,https://github.com/geopy/geopy,True,26,geopy/geopy,https://github.com/geopy/geopy,2010-03-04 22:05:28.000,2024-05-03 19:17:17.000,2023-11-23 21:41:49,613.0,4295.0,133.0,27.0,252.0,1136.0,MIT,,,,geopy,conda-forge/geopy,2023-11-23 21:50:14,2.4.1,37.0,https://pypi.org/project/geopy,5201156.0,5229049.0,https://anaconda.org/conda-forge/geopy,2024-02-28 17:12:19.096,1310992.0,1.0,-6.0,41.0 +395,freezegun,Travel through time by mocking the datetime module.,Testing,,https://github.com/spulec/freezegun,True,26,spulec/freezegun,https://github.com/spulec/freezegun,2012-12-11 05:11:00.000,2024-05-08 18:41:21.000,2024-05-08 18:41:21,257.0,3982.0,121.0,110.0,197.0,646.0,Apache-2.0,,,,freezegun,conda-forge/freezegun,2024-04-23 18:33:55,1.5.0,19.0,https://pypi.org/project/freezegun,11179477.0,11214585.0,https://anaconda.org/conda-forge/freezegun,2024-04-24 01:48:45.151,1544663.0,3.0,,18.0 +396,AWS Data Wrangler,Pandas on AWS.,Data Analysis,,https://github.com/aws/aws-sdk-pandas,True,26,awslabs/aws-data-wrangler,https://github.com/aws/aws-sdk-pandas,2019-02-26 01:39:02.000,2024-05-08 09:25:57.000,2024-05-08 09:25:54,658.0,3811.0,150.0,37.0,1076.0,,Apache-2.0,aws/aws-sdk-pandas,1569.0,1569.0,aws-data-wrangler,conda-forge/aws-data-wrangler,2024-04-22 18:24:00,3.7.3,100.0,https://pypi.org/project/aws-data-wrangler,,4291.0,https://anaconda.org/conda-forge/aws-data-wrangler,,,2.0,,236045.0 +397,implicit,A fast Python implementation of collaborative filtering for implicit datasets.,Recommender Systems,,https://github.com/benfred/implicit,True,26,benfred/implicit,https://github.com/benfred/implicit,2016-04-17 03:45:23.000,2024-03-20 16:59:01.000,2023-11-21 21:15:59,584.0,3432.0,34.0,80.0,406.0,,MIT,,1318.0,1318.0,implicit,conda-forge/implicit,2023-09-29 21:06:57,0.7.2,17.0,https://pypi.org/project/implicit,175731.0,189509.0,https://anaconda.org/conda-forge/implicit,2023-11-21 19:59:55.425,605097.0,2.0,,755.0 +398,sumy,A module for automatic summarization of text documents and HTML pages.,Web Content Extracting,,https://github.com/miso-belica/sumy,True,26,miso-belica/sumy,https://github.com/miso-belica/sumy,2013-02-20 12:56:48.000,2024-05-06 14:40:43.000,2024-02-24 20:17:13,517.0,3428.0,31.0,19.0,101.0,,Apache-2.0,,2713.0,2713.0,sumy,conda-forge/sumy,2022-10-23 16:40:03,0.11.0,15.0,https://pypi.org/project/sumy,389954.0,390177.0,https://anaconda.org/conda-forge/sumy,2023-06-16 19:26:28.563,7828.0,2.0,, +399,VisPy,High-performance scientific visualization based on OpenGL.,Data Visualization,,https://github.com/vispy/vispy,True,26,vispy/vispy,https://github.com/vispy/vispy,2013-03-21 18:43:22.000,2024-04-17 14:03:11.000,2024-04-17 14:03:11,608.0,3225.0,194.0,310.0,1109.0,,,,1505.0,1505.0,vispy,conda-forge/vispy,2024-03-14 16:50:16,0.14.2,36.0,https://pypi.org/project/vispy,98042.0,108968.0,https://anaconda.org/conda-forge/vispy,2024-03-15 02:52:28.032,480746.0,3.0,, +400,mrjob,Run MapReduce jobs on Hadoop or Amazon Web Services.,Distributed Computing,,https://github.com/Yelp/mrjob,True,26,Yelp/mrjob,https://github.com/Yelp/mrjob,2010-10-13 18:35:21.000,2023-06-16 13:18:55.628,2020-11-16 22:20:52,570.0,2612.0,145.0,206.0,1093.0,8622.0,,,1452.0,1452.0,mrjob,conda-forge/mrjob,,,13.0,https://pypi.org/project/mrjob,114763.0,120457.0,https://anaconda.org/conda-forge/mrjob,2023-06-16 13:18:55.628,523931.0,2.0,, +401,grab,Site scraping framework.,Web Crawling,,https://github.com/lorien/grab,True,26,lorien/grab,https://github.com/lorien/grab,2013-05-01 08:10:22.000,2024-03-12 04:38:09.000,2023-07-01 14:51:21,264.0,2357.0,67.0,,219.0,2489.0,MIT,,411.0,411.0,grab,conda-forge/grab,2018-05-14 08:49:17,0.6.40,5.0,https://pypi.org/project/grab,2698.0,2698.0,https://anaconda.org/conda-forge/grab,,,2.0,, +402,django-activity-stream,Generating generic activity streams from the actions on your site.,News Feed,,https://github.com/justquick/django-activity-stream,True,26,justquick/django-activity-stream,https://github.com/justquick/django-activity-stream,2010-02-24 21:16:51.000,2024-03-26 18:06:03.000,2023-10-04 07:44:51,455.0,2320.0,113.0,18.0,289.0,,BSD-3-Clause,,1167.0,1167.0,django-activity-stream,conda-forge/django-activity-stream,2023-10-04 07:48:23,2.0.0,9.0,https://pypi.org/project/django-activity-stream,90402.0,90402.0,https://anaconda.org/conda-forge/django-activity-stream,,,1.0,,9.0 +403,Masonite,The modern and developer centric Python web framework.,Web Frameworks,,https://github.com/MasoniteFramework/masonite,True,26,MasoniteFramework/masonite,https://github.com/MasoniteFramework/masonite,2017-12-06 00:30:22.000,2024-05-03 06:01:33.000,2024-04-04 19:49:42,127.0,2153.0,87.0,35.0,371.0,4027.0,MIT,,516.0,516.0,masonite,conda-forge/masonite,2024-03-12 01:43:29,4.20.0,100.0,https://pypi.org/project/masonite,6234.0,6234.0,https://anaconda.org/conda-forge/masonite,,,1.0,, +404,pyelftools,Parsing and analyzing ELF files and DWARF debugging information.,Debugging Tools,,https://github.com/eliben/pyelftools,True,26,eliben/pyelftools,https://github.com/eliben/pyelftools,2013-06-08 22:55:54.000,2024-04-29 12:48:13.000,2024-04-29 12:48:13,484.0,1896.0,101.0,66.0,183.0,,,,7466.0,7466.0,pyelftools,conda-forge/pyelftools,,,9.0,https://pypi.org/project/pyelftools,4046593.0,4050263.0,https://anaconda.org/conda-forge/pyelftools,2024-03-14 16:12:34.193,157825.0,2.0,, +405,flanker,An email address and Mime parsing library.,Email,,https://github.com/mailgun/flanker,True,26,mailgun/flanker,https://github.com/mailgun/flanker,2013-11-14 01:07:11.000,2024-05-03 19:55:11.000,2023-03-03 17:53:06,189.0,1621.0,57.0,54.0,38.0,380.0,Apache-2.0,,512.0,512.0,flanker,conda-forge/flanker,2023-03-03 17:53:47,0.9.15,35.0,https://pypi.org/project/flanker,27473.0,27473.0,https://anaconda.org/conda-forge/flanker,,,2.0,, +406,imbox,Python IMAP for Humans.,Email,,https://github.com/martinrusev/imbox,True,26,martinrusev/imbox,https://github.com/martinrusev/imbox,2013-07-22 11:40:29.000,2024-04-16 09:00:28.000,2024-04-16 09:00:27,181.0,1170.0,54.0,61.0,71.0,355.0,MIT,,221.0,221.0,imbox,conda-forge/imbox,2022-11-17 09:50:30,0.9.9,4.0,https://pypi.org/project/imbox,11580.0,11580.0,https://anaconda.org/conda-forge/imbox,,,2.0,, +407,clickhouse-driver,Python driver with native interface for ClickHouse.,Database Drivers,,https://github.com/mymarilyn/clickhouse-driver,True,26,mymarilyn/clickhouse-driver,https://github.com/mymarilyn/clickhouse-driver,2017-05-10 22:13:04.000,2024-05-03 11:31:34.000,2024-04-24 08:59:43,207.0,1167.0,61.0,53.0,272.0,546.0,,,2126.0,2126.0,clickhouse-driver,conda-forge/clickhouse-driver,,,28.0,https://pypi.org/project/clickhouse-driver,1881592.0,1891936.0,https://anaconda.org/conda-forge/clickhouse-driver,2024-02-20 13:45:13.606,444802.0,2.0,, +408,path.py,A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html).,Files,,https://github.com/jaraco/path,True,26,jaraco/path.py,https://github.com/jaraco/path,2012-04-21 02:59:29.000,2024-04-24 15:51:24.000,2024-04-24 15:51:24,140.0,1087.0,54.0,2.0,136.0,,MIT,jaraco/path,14829.0,14829.0,path.py,conda-forge/path.py,2024-04-09 00:46:13,16.14.0,25.0,https://pypi.org/project/path.py,388468.0,395102.0,https://anaconda.org/conda-forge/path.py,2023-06-16 13:23:58.818,617047.0,3.0,, +409,python-barcode,Create barcodes in Python with no extra dependencies.,Image Processing,,https://github.com/WhyNotHugo/python-barcode,True,26,WhyNotHugo/python-barcode,https://github.com/WhyNotHugo/python-barcode,2017-10-12 23:03:31.000,2024-04-28 21:45:45.000,2024-04-08 15:15:59,119.0,530.0,52.0,40.0,74.0,,MIT,,19214.0,19214.0,python-barcode,conda-forge/python-barcode,2022-05-17 10:05:40,0.14.0,10.0,https://pypi.org/project/python-barcode,431721.0,431975.0,https://anaconda.org/conda-forge/python-barcode,2023-06-16 19:18:09.628,12763.0,2.0,,361.0 +410,beaker,A WSGI middleware for sessions and caching.,Caching,,https://github.com/bbangert/beaker,True,26,bbangert/beaker,https://github.com/bbangert/beaker,2011-10-16 17:48:39.000,2024-04-12 06:44:35.747,2024-04-11 20:27:23,139.0,512.0,91.0,70.0,61.0,825.0,,,5307.0,5307.0,beaker,conda-forge/beaker,2024-04-11 20:53:40,1.13.0,9.0,https://pypi.org/project/beaker,246246.0,250608.0,https://anaconda.org/conda-forge/beaker,2024-04-12 06:44:35.747,74160.0,2.0,, +411,audioread,Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.,Audio,,https://github.com/beetbox/audioread,True,26,beetbox/audioread,https://github.com/beetbox/audioread,2011-11-08 19:53:18.000,2024-03-04 08:10:52.000,2023-12-15 12:50:52,101.0,478.0,24.0,33.0,57.0,,MIT,,20417.0,20417.0,audioread,conda-forge/audioread,,,7.0,https://pypi.org/project/audioread,2096139.0,2113935.0,https://anaconda.org/conda-forge/audioread,2023-09-30 21:07:31.348,765228.0,2.0,, +412,pylibmc,A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface.,Caching,,https://github.com/lericson/pylibmc,True,26,lericson/pylibmc,https://github.com/lericson/pylibmc,2009-07-31 19:51:02.000,2023-10-11 13:20:31.000,2023-10-11 13:20:31,124.0,478.0,54.0,22.0,172.0,625.0,BSD-3-Clause,,5040.0,5040.0,pylibmc,conda-forge/pylibmc,2022-08-26 08:40:12,1.6.3,6.0,https://pypi.org/project/pylibmc,274263.0,279452.0,https://anaconda.org/conda-forge/pylibmc,2023-09-26 12:45:17.548,221931.0,2.0,,603.0 +413,flask-assets,Helps you integrate webassets into your Flask app.,Web Asset Management,,https://github.com/miracle2k/flask-assets,True,26,miracle2k/flask-assets,https://github.com/miracle2k/flask-assets,2010-08-06 11:51:29.000,2023-12-15 13:55:26.000,2023-12-15 13:55:26,91.0,450.0,42.0,22.0,80.0,284.0,BSD-2-Clause,,7519.0,7519.0,flask-assets,conda-forge/flask-assets,2023-10-22 14:03:57,2.1.0,3.0,https://pypi.org/project/flask-assets,201477.0,208973.0,https://anaconda.org/conda-forge/flask-assets,2023-11-09 12:07:16.985,44976.0,3.0,, +414,algorithms,Minimal examples of data structures and algorithms.,Algorithms and Design Patterns,,https://github.com/keon/algorithms,True,25,keon/algorithms,https://github.com/keon/algorithms,2016-11-17 22:32:08.000,2024-05-07 19:18:03.000,2024-02-05 23:03:25,4270.0,23599.0,202.0,62.0,100.0,958.0,MIT,,105.0,105.0,algorithms,conda-forge/algorithms,,,1.0,https://pypi.org/project/algorithms,1649.0,1705.0,https://anaconda.org/conda-forge/algorithms,2023-06-16 19:25:42.098,2101.0,2.0,, +415,Gooey,Turn command line programs into a full GUI application with one line.,GUI Development,,https://github.com/chriskiehl/Gooey,True,25,chriskiehl/Gooey,https://github.com/chriskiehl/Gooey,2014-01-01 21:06:05.000,2024-02-21 16:05:35.000,2022-05-08 04:08:19,988.0,20396.0,103.0,132.0,464.0,743.0,MIT,,911.0,911.0,Gooey,conda-forge/Gooey,2021-06-12 18:51:56,1.0.8.1,9.0,https://pypi.org/project/Gooey,6365.0,7652.0,https://anaconda.org/conda-forge/Gooey,2023-06-16 16:15:20.617,76595.0,2.0,,622.0 +416,MicroPython,A lean and efficient Python programming language implementation.,Implementations,,https://github.com/micropython/micropython,True,25,micropython/micropython,https://github.com/micropython/micropython,2013-12-20 11:47:07.000,2024-05-09 06:05:29.000,2024-05-09 05:48:26,5423.0,18419.0,629.0,1440.0,3786.0,15869.0,,,,,micropython,conda-forge/micropython,2024-02-20 12:36:21,1.22.2,18.0,https://pypi.org/project/micropython,,1296.0,https://anaconda.org/conda-forge/micropython,2023-06-16 16:21:28.654,18008.0,2.0,,77575.0 +417,fabric,"A simple, Pythonic tool for remote execution and deployment.",DevOps Tools,,https://github.com/fabric/fabric,True,25,fabric/fabric,https://github.com/fabric/fabric,2009-05-01 01:14:24.000,2024-04-03 00:10:27.000,2024-01-26 22:08:21,1739.0,14625.0,19.0,431.0,1312.0,,BSD-2-Clause,,21.0,21.0,fabric,conda-forge/fabric,,,12.0,https://pypi.org/project/fabric,7068763.0,7071014.0,https://anaconda.org/conda-forge/fabric,2023-08-31 04:59:09.600,90064.0,3.0,, +418,DearPyGui,A Simple GPU accelerated Python GUI framework.,GUI Development,,https://github.com/hoffstadt/DearPyGui,True,25,RaylockLLC/DearPyGui/,https://github.com/hoffstadt/DearPyGui,2020-05-28 17:12:57.000,2024-05-09 12:55:36.000,2024-04-13 19:23:34,643.0,12341.0,,277.0,1022.0,2808.0,MIT,hoffstadt/DearPyGui,2929.0,2929.0,,conda-forge/,2024-03-05 03:06:05,1.11.0,35.0,,,,https://anaconda.org/conda-forge/,,,2.0,, +419,mycli,MySQL CLI with autocompletion and syntax highlighting.,Command-line Tools,,https://github.com/dbcli/mycli,True,25,dbcli/mycli,https://github.com/dbcli/mycli,2015-04-05 22:39:49.000,2024-04-08 04:56:46.155,2024-04-03 16:32:24,646.0,11274.0,114.0,202.0,454.0,1767.0,,,353.0,353.0,mycli,conda-forge/mycli,,,18.0,https://pypi.org/project/mycli,41547.0,43169.0,https://anaconda.org/conda-forge/mycli,2024-04-08 04:56:46.155,74654.0,2.0,, +420,Jinja2,A modern and designer friendly templating language.,Template Engine,,https://github.com/pallets/jinja,True,25,pallets/jinja,https://github.com/pallets/jinja,2010-10-17 13:41:17.000,2024-05-06 22:29:14.000,2024-05-06 22:29:13,1534.0,9969.0,306.0,69.0,941.0,,BSD-3-Clause,,21.0,21.0,jinja,conda-forge/jinja,2024-05-05 23:42:16,3.1.4,19.0,https://pypi.org/project/jinja,5638.0,6354.0,https://anaconda.org/conda-forge/jinja,,,1.0,,55864.0 +421,pywal,A tool that generates color schemes from images.,Image Processing,,https://github.com/dylanaraps/pywal,True,25,dylanaraps/pywal,https://github.com/dylanaraps/pywal,2017-06-16 14:54:22.000,2024-01-27 15:51:44.000,2021-09-09 03:15:02,295.0,8125.0,60.0,144.0,402.0,1086.0,MIT,,310.0,310.0,pywal,conda-forge/pywal,2019-01-21 06:18:21,3.3.0,78.0,https://pypi.org/project/pywal,6647.0,6660.0,https://anaconda.org/conda-forge/pywal,,,2.0,,1154.0 +422,graphene,GraphQL framework for Python.,GraphQL,,https://github.com/graphql-python/graphene,True,25,graphql-python/graphene/,https://github.com/graphql-python/graphene,2015-09-24 09:18:18.000,2024-03-24 05:13:00.000,2023-10-06 20:15:26,797.0,7977.0,,110.0,877.0,1755.0,MIT,,21042.0,21042.0,,conda-forge/,2023-07-26 06:47:55,3.3.0,59.0,,,,https://anaconda.org/conda-forge/,,,1.0,, +423,Stanza,"The Stanford NLP Group's official Python library, supporting 60+ languages.",Natural Language Processing,,https://github.com/stanfordnlp/stanza,True,25,stanfordnlp/stanza,https://github.com/stanfordnlp/stanza,2017-09-26 08:00:56.000,2024-05-09 07:41:05.000,2024-04-20 16:29:42,842.0,7061.0,68.0,91.0,785.0,,,,2722.0,2722.0,stanza,conda-forge/stanza,2024-04-20 18:58:25,1.8.2,23.0,https://pypi.org/project/stanza,222956.0,223363.0,https://anaconda.org/conda-forge/stanza,2024-04-21 13:31:31.519,16281.0,2.0,, +424,eve,"REST API framework powered by Flask, MongoDB and good intentions.",RESTful API,,https://github.com/pyeve/eve,True,25,pyeve/eve,https://github.com/pyeve/eve,2012-10-22 07:39:33.000,2024-05-06 05:29:17.000,2023-07-10 07:05:49,733.0,6659.0,214.0,24.0,949.0,3393.0,,,1123.0,1123.0,eve,conda-forge/eve,,,,https://pypi.org/project/eve,14528.0,14528.0,https://anaconda.org/conda-forge/eve,,,3.0,, +425,pyAudioAnalysis,"Audio feature extraction, classification, segmentation and applications.",Audio,,https://github.com/tyiannak/pyAudioAnalysis,True,25,tyiannak/pyAudioAnalysis,https://github.com/tyiannak/pyAudioAnalysis,2014-08-27 12:43:13.000,2024-03-31 17:27:35.000,2023-10-22 09:33:23,1148.0,5689.0,28.0,184.0,122.0,779.0,Apache-2.0,,459.0,459.0,pyAudioAnalysis,conda-forge/pyAudioAnalysis,,,,https://pypi.org/project/pyAudioAnalysis,11175.0,11175.0,https://anaconda.org/conda-forge/pyAudioAnalysis,,,2.0,, +426,alive-progress,"A new kind of Progress Bar, with real-time throughput, eta and very cool animations.",Command-line Interface Development,,https://github.com/rsalmei/alive-progress,True,25,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,2019-08-05 05:54:30.000,2024-03-07 05:14:36.000,2023-12-02 19:40:58,192.0,5139.0,7.0,20.0,201.0,,MIT,,3078.0,3078.0,alive-progress,conda-forge/alive-progress,,,20.0,https://pypi.org/project/alive-progress,777606.0,778803.0,https://anaconda.org/conda-forge/alive-progress,2023-11-09 06:24:38.416,55101.0,3.0,, +427,django-jet,Modern responsive template for the Django admin interface with improved functionality.,Admin Panels,,https://github.com/geex-arts/django-jet,True,25,geex-arts/django-jet,https://github.com/geex-arts/django-jet,2015-07-29 21:35:35.000,2024-02-10 02:55:55.000,2019-05-21 10:57:50,667.0,3539.0,29.0,218.0,128.0,909.0,AGPL-3.0,,3182.0,3182.0,django-jet,conda-forge/django-jet,2018-10-18 06:39:57,1.0.8,23.0,https://pypi.org/project/django-jet,11342.0,11342.0,https://anaconda.org/conda-forge/django-jet,,,2.0,, +428,modoboa,A mail hosting and management platform including a modern Web UI.,Email,,https://github.com/modoboa/modoboa,True,25,modoboa/modoboa,https://github.com/modoboa/modoboa,2013-04-16 09:43:55.000,2024-05-08 15:53:28.000,2024-05-03 11:54:21,379.0,2916.0,115.0,82.0,1731.0,4771.0,ISC,,42.0,42.0,modoboa,conda-forge/modoboa,2024-01-11 16:41:51,2.2.4,21.0,https://pypi.org/project/modoboa,3385.0,3385.0,https://anaconda.org/conda-forge/modoboa,,,3.0,, +429,pudb,"A full-screen, console-based Python debugger.",Debugging Tools,,https://github.com/inducer/pudb,True,25,inducer/pudb,https://github.com/inducer/pudb,2011-05-13 23:44:30.000,2024-04-29 18:12:59.000,2024-04-29 18:12:59,216.0,2878.0,95.0,143.0,181.0,,,,6308.0,6308.0,pudb,conda-forge/pudb,2024-01-16 22:18:37,2024.1,12.0,https://pypi.org/project/pudb,224893.0,227587.0,https://anaconda.org/conda-forge/pudb,2023-06-16 13:21:37.623,253248.0,2.0,, +430,mysqlclient,MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork).,Database Drivers,,https://github.com/PyMySQL/mysqlclient,True,25,PyMySQL/mysqlclient-python,https://github.com/PyMySQL/mysqlclient,2014-04-28 05:09:06.000,2024-03-31 13:30:06.000,2024-02-08 15:35:16,398.0,2414.0,84.0,10.0,325.0,,GPL-2.0,PyMySQL/mysqlclient,163252.0,163252.0,mysqlclient-python,conda-forge/mysqlclient-python,2024-03-10 10:17:55,2.2.4,13.0,https://pypi.org/project/mysqlclient-python,,57.0,https://anaconda.org/conda-forge/mysqlclient-python,,,3.0,,5292.0 +431,pdoc,Epydoc replacement to auto generate API documentation for Python libraries.,Documentation,,https://github.com/mitmproxy/pdoc,True,25,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,2013-08-04 21:12:50.000,2024-05-07 07:27:37.000,2024-05-07 07:27:37,183.0,1819.0,50.0,26.0,339.0,,Unlicense,,2769.0,2769.0,pdoc,conda-forge/pdoc,,,18.0,https://pypi.org/project/pdoc,265632.0,267403.0,https://anaconda.org/conda-forge/pdoc,2024-01-18 15:19:03.398,44276.0,3.0,, +432,honcho,"A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications.",DevOps Tools,,https://github.com/nickstenning/honcho,True,25,nickstenning/honcho,https://github.com/nickstenning/honcho,2012-03-13 13:44:30.000,2024-01-15 05:34:17.000,2022-10-24 17:12:45,141.0,1574.0,47.0,15.0,90.0,,MIT,,9904.0,9904.0,honcho,conda-forge/honcho,2021-10-30 15:24:02,1.1.0,12.0,https://pypi.org/project/honcho,284540.0,284588.0,https://anaconda.org/conda-forge/honcho,2024-01-08 18:47:54.079,192.0,3.0,, +433,orator,The Orator ORM provides a simple yet beautiful ActiveRecord implementation.,ORM,,https://github.com/sdispater/orator,True,25,sdispater/orator,https://github.com/sdispater/orator,2015-05-24 18:23:25.000,2023-06-16 19:18:24.220,2022-03-13 18:46:50,165.0,1426.0,32.0,137.0,187.0,505.0,MIT,,591.0,591.0,orator,conda-forge/orator,2020-09-28 16:05:35,0.9.10,14.0,https://pypi.org/project/orator,34305.0,34369.0,https://anaconda.org/conda-forge/orator,2023-06-16 19:18:24.220,3200.0,3.0,, +434,flask-api,Browsable Web APIs for Flask.,RESTful API,,https://github.com/flask-api/flask-api,True,25,flask-api/flask-api,https://github.com/flask-api/flask-api,2014-02-15 12:27:34.000,2024-02-20 14:05:00.000,2024-02-20 14:04:59,178.0,1426.0,35.0,15.0,54.0,280.0,,,6232.0,6232.0,flask-api,conda-forge/flask-api,2023-06-05 16:50:54,3.1,14.0,https://pypi.org/project/flask-api,93005.0,93005.0,https://anaconda.org/conda-forge/flask-api,,,3.0,, +435,pyfiglet,An implementation of figlet written in Python.,Text Processing,,https://github.com/pwaller/pyfiglet,True,25,pwaller/pyfiglet,https://github.com/pwaller/pyfiglet,2010-12-09 13:34:17.000,2024-01-28 14:33:38.000,2023-12-28 10:34:18,121.0,1307.0,31.0,2.0,59.0,,,,36556.0,36556.0,pyfiglet,conda-forge/pyfiglet,2023-09-13 20:55:52,1.0.2,4.0,https://pypi.org/project/pyfiglet,1514707.0,1516946.0,https://anaconda.org/conda-forge/pyfiglet,2023-06-16 13:20:30.524,188076.0,2.0,, +436,pylama,A code audit tool for Python and JavaScript.,Code Analysis,,https://github.com/klen/pylama,True,25,klen/pylama,https://github.com/klen/pylama,2012-08-17 10:10:10.000,2023-10-26 13:50:09.000,2022-08-08 11:25:05,96.0,1039.0,46.0,57.0,95.0,843.0,MIT,,6366.0,6366.0,pylama,conda-forge/pylama,,,6.0,https://pypi.org/project/pylama,211777.0,212920.0,https://anaconda.org/conda-forge/pylama,2023-06-16 13:21:49.240,94937.0,3.0,, +437,eyeD3,"A tool for working with audio files, specifically MP3 files containing ID3 metadata.",Audio,,https://github.com/nicfit/eyeD3,True,25,nicfit/eyeD3,https://github.com/nicfit/eyeD3,2017-01-21 19:25:10.000,2024-05-06 18:52:21.000,2024-01-07 20:47:43,58.0,528.0,26.0,63.0,153.0,1415.0,GPL-3.0,,3278.0,3278.0,eyeD3,conda-forge/eyeD3,2020-12-28 16:08:19,0.9.6,26.0,https://pypi.org/project/eyeD3,37147.0,37186.0,https://anaconda.org/conda-forge/eyeD3,,,2.0,,3310.0 +438,python-rapidjson,A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson).,Serialization,,https://github.com/python-rapidjson/python-rapidjson,True,25,python-rapidjson/python-rapidjson,https://github.com/python-rapidjson/python-rapidjson,2015-09-09 04:02:42.000,2024-04-29 13:35:39.000,2024-04-29 13:29:10,46.0,492.0,23.0,12.0,100.0,739.0,,,5351.0,5351.0,python-rapidjson,conda-forge/python-rapidjson,,,27.0,https://pypi.org/project/python-rapidjson,1730157.0,1768304.0,https://anaconda.org/conda-forge/python-rapidjson,2024-02-28 20:49:58.360,1640348.0,2.0,, +439,configobj,INI file parser with validation.,Configuration,,https://github.com/DiffSK/configobj,True,25,DiffSK/configobj,https://github.com/DiffSK/configobj,2014-01-14 02:30:17.000,2024-01-27 16:32:16.000,2023-01-18 22:27:43,73.0,311.0,8.0,58.0,96.0,315.0,,,35348.0,35348.0,configobj,conda-forge/configobj,2023-01-19 17:59:27,5.0.8,3.0,https://pypi.org/project/configobj,3196650.0,3208035.0,https://anaconda.org/conda-forge/configobj,2023-06-16 16:09:17.495,796732.0,3.0,,593.0 +440,caffe,A fast open framework for deep learning..,Deep Learning,,https://github.com/BVLC/caffe,True,24,BVLC/caffe,https://github.com/BVLC/caffe,2013-09-12 18:39:48.000,2024-02-21 10:54:14.000,2020-02-13 07:20:36,13793.0,33881.0,314.0,898.0,3896.0,4156.0,,,21.0,21.0,caffe,conda-forge/caffe,2017-04-18 18:48:04,1.0,14.0,https://pypi.org/project/caffe,,1238.0,https://anaconda.org/conda-forge/caffe,2023-06-16 13:17:25.789,120182.0,3.0,, +441,ajenti,The admin panel your servers deserve.,Admin Panels,,https://github.com/ajenti/ajenti,True,24,ajenti/ajenti,https://github.com/ajenti/ajenti,2010-03-03 08:04:15.000,2024-03-03 14:28:01.000,2024-03-03 14:27:57,815.0,7411.0,25.0,9.0,1164.0,1301.0,MIT,,26.0,26.0,ajenti,conda-forge/ajenti,2024-03-03 12:24:15,2.2.10,30.0,https://pypi.org/project/ajenti,1004.0,1004.0,https://anaconda.org/conda-forge/ajenti,,,3.0,, +442,pyre-check,Performant type checking.,Code Analysis,,https://github.com/facebook/pyre-check,True,24,facebook/pyre-check,https://github.com/facebook/pyre-check,2017-11-10 17:31:36.000,2024-05-08 22:26:33.000,2024-05-08 22:20:27,418.0,6698.0,261.0,127.0,265.0,,MIT,,21.0,21.0,pyre-check,conda-forge/pyre-check,2023-02-14 00:24:14,0.9.18,11.0,https://pypi.org/project/pyre-check,81506.0,81506.0,https://anaconda.org/conda-forge/pyre-check,,,3.0,, +443,faust,"A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/)..",Distributed Computing,,https://github.com/robinhood/faust,True,24,robinhood/faust,https://github.com/robinhood/faust,2017-03-08 18:36:11.000,2023-11-23 18:02:37.000,2023-02-23 18:42:48,530.0,6677.0,95.0,232.0,244.0,4138.0,,,1879.0,1879.0,faust,conda-forge/faust,2018-05-24 05:44:13,1.0.10d3,3.0,https://pypi.org/project/faust,17888.0,17888.0,https://anaconda.org/conda-forge/faust,,,3.0,, +444,channels,Developer-friendly asynchrony for Django.,WebSocket,,https://github.com/django/channels,True,24,django/channels,https://github.com/django/channels,2015-06-03 17:16:20.000,2024-05-02 01:04:39.000,2024-04-15 07:12:42,773.0,5952.0,262.0,83.0,1171.0,,BSD-3-Clause,,21.0,21.0,channels,conda-forge/channels,,,8.0,https://pypi.org/project/channels,1320870.0,1325112.0,https://anaconda.org/conda-forge/channels,2024-04-03 15:47:17.698,182442.0,3.0,, +445,apistar,"A smart Web API framework, designed for Python 3.",RESTful API,,https://github.com/encode/apistar,True,24,encode/apistar,https://github.com/encode/apistar,2017-03-17 15:42:12.000,2023-06-16 16:08:51.994,2021-08-31 09:48:33,405.0,5576.0,91.0,22.0,289.0,768.0,BSD-3-Clause,,761.0,761.0,apistar,conda-forge/apistar,,,26.0,https://pypi.org/project/apistar,8737.0,10514.0,https://anaconda.org/conda-forge/apistar,2023-06-16 16:08:51.994,129739.0,3.0,, +446,pytesseract,A wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).,Computer Vision,,https://github.com/madmaze/pytesseract,True,24,madmaze/pytesseract,https://github.com/madmaze/pytesseract,2010-10-27 23:02:49.000,2024-05-08 23:39:09.000,2024-05-08 23:39:06,682.0,5541.0,46.0,10.0,344.0,618.0,Apache-2.0,,,,pytesseract,conda-forge/pytesseract,2023-10-15 15:39:44,0.3.13,26.0,https://pypi.org/project/pytesseract,2017757.0,2030881.0,https://anaconda.org/conda-forge/pytesseract,2023-10-15 19:50:43.241,603735.0,3.0,, +447,mezzanine,"A powerful, consistent, and flexible content management platform.",CMS,,https://github.com/stephenmcd/mezzanine,True,24,stephenmcd/mezzanine,https://github.com/stephenmcd/mezzanine,2010-05-29 12:16:55.000,2024-04-09 13:49:02.000,2022-11-02 08:25:54,1569.0,4720.0,327.0,42.0,1012.0,5304.0,BSD-2-Clause,,,,mezzanine,conda-forge/mezzanine,2022-05-12 12:48:08,6.0.0,9.0,https://pypi.org/project/mezzanine,6820.0,6820.0,https://anaconda.org/conda-forge/mezzanine,,,1.0,, +448,pytype,Pytype checks and infers types for Python code - without requiring type annotations.,Code Analysis,,https://github.com/google/pytype,True,24,google/pytype,https://github.com/google/pytype,2015-03-18 20:52:08.000,2024-04-24 20:33:41.000,2024-04-24 20:33:41,265.0,4617.0,103.0,156.0,540.0,,,,3542.0,3542.0,pytype,conda-forge/pytype,,,82.0,https://pypi.org/project/pytype,499563.0,503860.0,https://anaconda.org/conda-forge/pytype,2024-02-10 17:48:30.581,201987.0,3.0,, +449,factory_boy,A test fixtures replacement for Python.,Testing,,https://github.com/FactoryBoy/factory_boy,True,24,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,2011-05-11 08:26:59.000,2024-04-26 08:29:35.000,2024-04-25 09:29:04,374.0,3413.0,133.0,156.0,417.0,1010.0,MIT,,,,factory_boy,conda-forge/factory_boy,,,11.0,https://pypi.org/project/factory_boy,4157646.0,4160931.0,https://anaconda.org/conda-forge/factory_boy,2023-07-19 13:42:09.417,144561.0,3.0,, +450,pyinfra,A versatile CLI tools and python libraries to automate infrastructure.,DevOps Tools,,https://github.com/pyinfra-dev/pyinfra,True,24,Fizzadar/pyinfra,https://github.com/pyinfra-dev/pyinfra,2014-10-19 19:37:45.000,2024-05-08 12:29:24.000,2024-05-04 19:20:31,348.0,3399.0,107.0,155.0,558.0,,MIT,pyinfra-dev/pyinfra,113.0,113.0,pyinfra,conda-forge/pyinfra,2024-02-25 20:40:20,2.9.2,98.0,https://pypi.org/project/pyinfra,27715.0,27947.0,https://anaconda.org/conda-forge/pyinfra,2024-02-26 17:34:29.464,4190.0,3.0,, +451,django-taggit,Simple tagging for Django.,Tagging,,https://github.com/jazzband/django-taggit,True,24,jazzband/django-taggit,https://github.com/jazzband/django-taggit,2009-12-08 23:40:49.000,2024-04-29 17:46:31.000,2024-03-07 13:25:29,573.0,3237.0,150.0,88.0,340.0,1072.0,BSD-3-Clause,,,,django-taggit,conda-forge/django-taggit,,,17.0,https://pypi.org/project/django-taggit,689396.0,692364.0,https://anaconda.org/conda-forge/django-taggit,2023-10-29 13:54:08.113,118747.0,1.0,, +452,vidgear,Most Powerful multi-threaded Video Processing framework.,Video,,https://github.com/abhiTronix/vidgear,True,24,abhiTronix/vidgear,https://github.com/abhiTronix/vidgear,2019-03-17 02:42:42.000,2024-04-24 18:10:14.000,2023-09-10 15:15:16,237.0,3212.0,14.0,8.0,272.0,1059.0,Apache-2.0,,535.0,535.0,vidgear,conda-forge/vidgear,2023-09-10 15:53:16,idgear-0.3.2,21.0,https://pypi.org/project/vidgear,16767.0,16787.0,https://anaconda.org/conda-forge/vidgear,,,1.0,,1264.0 +453,django-oauth-toolkit,OAuth 2 goodies for Django.,Authentication,,https://github.com/jazzband/django-oauth-toolkit,True,24,evonove/django-oauth-toolkit,https://github.com/jazzband/django-oauth-toolkit,2013-05-20 15:46:18.000,2024-05-07 19:12:04.000,2024-05-07 19:12:04,733.0,3022.0,252.0,170.0,655.0,1340.0,,jazzband/django-oauth-toolkit,,,django-oauth-toolkit,conda-forge/django-oauth-toolkit,2023-05-31 20:51:13,2.3.0,26.0,https://pypi.org/project/django-oauth-toolkit,757475.0,757937.0,https://anaconda.org/conda-forge/django-oauth-toolkit,2023-07-05 06:43:02.070,5547.0,3.0,, +454,Schematics,Data Structure Validation.,Data Validation,,https://github.com/schematics/schematics,True,24,schematics/schematics,https://github.com/schematics/schematics,2010-12-27 02:25:29.000,2023-07-12 06:21:13.000,2021-08-17 21:08:10,264.0,2571.0,119.0,89.0,239.0,1420.0,,,1612.0,1612.0,schematics,conda-forge/schematics,,,1.0,https://pypi.org/project/schematics,316617.0,317069.0,https://anaconda.org/conda-forge/schematics,2023-06-16 16:16:00.762,26220.0,3.0,, +455,iredis,Redis CLI with autocompletion and syntax highlighting.,Command-line Tools,,https://github.com/laixintao/iredis,True,24,laixintao/iredis,https://github.com/laixintao/iredis,2019-01-18 08:31:15.000,2024-04-15 09:19:28.000,2024-04-15 09:19:12,100.0,2497.0,31.0,54.0,163.0,1705.0,BSD-3-Clause,,20.0,20.0,iredis,conda-forge/iredis,2024-04-15 09:22:13,1.15.0,44.0,https://pypi.org/project/iredis,3375.0,3648.0,https://anaconda.org/conda-forge/iredis,2023-06-18 08:42:16.868,1170.0,3.0,,12455.0 +456,autobahn-python,WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html).,WebSocket,,https://github.com/crossbario/autobahn-python,True,24,crossbario/autobahn-python,https://github.com/crossbario/autobahn-python,2011-07-27 15:22:13.000,2024-04-28 16:32:07.000,2024-04-13 18:34:22,741.0,2464.0,135.0,182.0,706.0,3338.0,MIT,,32262.0,32262.0,autobahn-python,conda-forge/autobahn-python,,,,https://pypi.org/project/autobahn-python,,,https://anaconda.org/conda-forge/autobahn-python,,,3.0,, +457,PyTorch-NLP,A toolkit enabling rapid deep learning NLP prototyping for research.,Natural Language Processing,,https://github.com/PetrochukM/PyTorch-NLP,True,24,PetrochukM/PyTorch-NLP,https://github.com/PetrochukM/PyTorch-NLP,2018-02-25 05:00:36.000,2023-07-04 21:11:26.000,2023-07-04 21:11:26,253.0,2205.0,18.0,19.0,50.0,451.0,BSD-3-Clause,,676.0,676.0,PyTorch-NLP,conda-forge/PyTorch-NLP,2019-11-04 05:16:00,0.5.0,5.0,https://pypi.org/project/PyTorch-NLP,8871.0,8871.0,https://anaconda.org/conda-forge/PyTorch-NLP,,,2.0,, +458,django-rules,"A tiny but powerful app providing object-level permissions to Django, without requiring a database.",Permissions,,https://github.com/dfunckt/django-rules,True,24,dfunckt/django-rules,https://github.com/dfunckt/django-rules,2014-03-06 20:46:57.000,2024-03-25 06:41:39.000,2024-03-25 06:41:39,138.0,1777.0,31.0,25.0,84.0,205.0,MIT,,1675.0,1675.0,django-rules,conda-forge/django-rules,2022-03-23 08:53:01,3.3.0,20.0,https://pypi.org/project/django-rules,598.0,598.0,https://anaconda.org/conda-forge/django-rules,,,3.0,, +459,html2text,Convert HTML to Markdown-formatted text.,Web Content Extracting,,https://github.com/Alir3z4/html2text,True,24,Alir3z4/html2text,https://github.com/Alir3z4/html2text,2014-02-19 22:41:11.000,2024-04-21 19:10:09.000,2024-02-28 18:22:59,256.0,1680.0,77.0,78.0,135.0,782.0,GPL-3.0,,,,html2text,conda-forge/html2text,2024-02-27 18:51:33,2024.2.26,24.0,https://pypi.org/project/html2text,1909304.0,1910394.0,https://anaconda.org/conda-forge/html2text,2023-06-16 16:18:50.030,58901.0,2.0,, +460,indico,"A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN).",CMS,,https://github.com/indico/indico,True,24,indico/indico,https://github.com/indico/indico,2011-07-27 13:56:30.000,2024-05-09 07:22:52.000,2024-05-08 15:18:16,404.0,1659.0,147.0,701.0,2832.0,25006.0,MIT,,,,indico,conda-forge/indico,2024-04-19 08:21:22,3.3.2,60.0,https://pypi.org/project/indico,2275.0,2300.0,https://anaconda.org/conda-forge/indico,,,1.0,,3016.0 +461,streamparse,Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/).,Distributed Computing,,https://github.com/pystorm/streamparse,True,24,Parsely/streamparse,https://github.com/pystorm/streamparse,2014-05-02 20:33:50.000,2024-04-29 13:25:56.000,2024-04-21 15:56:01,213.0,1490.0,45.0,63.0,264.0,1072.0,Apache-2.0,pystorm/streamparse,65.0,65.0,streamparse,conda-forge/streamparse,2022-01-10 21:46:17,4.1.2,44.0,https://pypi.org/project/streamparse,2477.0,2477.0,https://anaconda.org/conda-forge/streamparse,,,3.0,, +462,cassandra-driver,The Python Driver for Apache Cassandra.,Database Drivers,,https://github.com/datastax/python-driver,True,24,datastax/python-driver,https://github.com/datastax/python-driver,2013-07-08 19:02:31.000,2024-05-09 04:22:30.000,2024-05-03 14:32:03,468.0,1374.0,199.0,,,6048.0,Apache-2.0,,6835.0,6835.0,python-driver,conda-forge/python-driver,,,,https://pypi.org/project/python-driver,20.0,20.0,https://anaconda.org/conda-forge/python-driver,,,3.0,, +463,green,"A clean, colorful test runner.",Testing,,https://github.com/CleanCut/green,True,24,CleanCut/green,https://github.com/CleanCut/green,2014-04-01 20:08:18.000,2024-04-25 17:52:46.000,2024-04-25 17:52:46,74.0,782.0,40.0,6.0,180.0,,MIT,,1219.0,1219.0,green,conda-forge/green,2024-04-18 23:52:47,4.0.2,50.0,https://pypi.org/project/green,13923.0,16938.0,https://anaconda.org/conda-forge/green,2023-09-28 06:00:07.530,138718.0,3.0,, +464,nose2,"The successor to `nose`, based on `unittest2`.",Testing,,https://github.com/nose-devs/nose2,True,24,nose-devs/nose2,https://github.com/nose-devs/nose2,2011-12-14 15:33:15.000,2024-05-09 12:24:40.000,2024-05-09 12:24:40,127.0,775.0,79.0,51.0,220.0,,,,24962.0,24962.0,nose2,conda-forge/nose2,,,5.0,https://pypi.org/project/nose2,810623.0,812492.0,https://anaconda.org/conda-forge/nose2,2023-06-16 16:08:37.386,134617.0,3.0,, +465,ZODB,A native object database for Python. A key-value and object graph database.,Database,,https://github.com/zopefoundation/ZODB,True,24,zopefoundation/ZODB,https://github.com/zopefoundation/ZODB,2012-12-28 17:47:39.000,2024-03-30 13:15:58.621,2024-03-30 11:42:20,88.0,656.0,121.0,62.0,99.0,4996.0,,,1341.0,1341.0,ZODB,conda-forge/ZODB,,,9.0,https://pypi.org/project/ZODB,97005.0,98696.0,https://anaconda.org/conda-forge/ZODB,2024-03-30 13:15:58.621,60909.0,3.0,, +466,forex-python,"Foreign exchange rates, Bitcoin price index and currency conversion.",E-commerce,,https://github.com/MicroPyramid/forex-python,True,24,MicroPyramid/forex-python,https://github.com/MicroPyramid/forex-python,2016-05-21 04:43:37.000,2023-09-03 18:27:36.000,2023-08-04 02:23:58,187.0,637.0,27.0,33.0,59.0,132.0,MIT,,2545.0,2545.0,forex-python,conda-forge/forex-python,2021-12-03 09:28:49,1.8,12.0,https://pypi.org/project/forex-python,329141.0,329141.0,https://anaconda.org/conda-forge/forex-python,,,1.0,, +467,howdoi,Instant coding answers via the command line.,Command-line Tools,,https://github.com/gleitz/howdoi,True,23,gleitz/howdoi,https://github.com/gleitz/howdoi,2012-11-22 08:49:24.000,2024-01-06 04:57:09.000,2024-01-06 04:52:57,851.0,10449.0,84.0,15.0,247.0,980.0,MIT,,495.0,495.0,howdoi,conda-forge/howdoi,,,,https://pypi.org/project/howdoi,1338.0,1338.0,https://anaconda.org/conda-forge/howdoi,,,3.0,, +468,fsociety,A Penetration testing framework.,Penetration Testing,,https://github.com/Manisso/fsociety,True,23,Manisso/fsociety,https://github.com/Manisso/fsociety,2016-09-01 03:41:47.000,2024-03-20 01:39:25.000,2022-09-06 12:45:41,1859.0,10124.0,22.0,54.0,94.0,260.0,MIT,,21.0,21.0,fsociety,conda-forge/fsociety,,,,https://pypi.org/project/fsociety,1479.0,1479.0,https://anaconda.org/conda-forge/fsociety,,,3.0,, +469,Kornia,Open Source Differentiable Computer Vision Library for PyTorch.,Computer Vision,,https://github.com/kornia/kornia,True,23,kornia/kornia/,https://github.com/kornia/kornia,2018-08-22 10:31:37.000,2024-05-09 09:27:09.000,2024-05-07 23:58:59,915.0,9441.0,,253.0,635.0,,Apache-2.0,,9669.0,9669.0,,conda-forge/,2024-03-14 09:13:46,0.7.2,38.0,,,16.0,https://anaconda.org/conda-forge/,,,3.0,,1091.0 +470,portia,Visual scraping for Scrapy.,Web Crawling,,https://github.com/scrapinghub/portia,True,23,scrapinghub/portia,https://github.com/scrapinghub/portia,2014-03-21 14:24:31.000,2024-04-24 09:27:18.000,2019-07-10 08:13:34,1393.0,9174.0,53.0,112.0,339.0,2690.0,BSD-3-Clause,,21.0,21.0,portia,conda-forge/portia,,,1.0,https://pypi.org/project/portia,203.0,205.0,https://anaconda.org/conda-forge/portia,,,2.0,,271.0 +471,librosa,Python library for audio and music analysis.,Audio,,https://github.com/librosa/librosa,True,23,librosa/librosa,https://github.com/librosa/librosa,2012-10-20 14:21:01.000,2024-05-02 17:53:32.093,2024-05-02 14:25:23,901.0,6717.0,120.0,52.0,1131.0,,ISC,,,,librosa,conda-forge/librosa,2024-05-02 15:56:01,0.10.2,42.0,https://pypi.org/project/librosa,2742632.0,2758672.0,https://anaconda.org/conda-forge/librosa,2024-05-02 17:53:32.093,737883.0,3.0,, +472,snownlp,A library for processing Chinese text.,Natural Language Processing,,https://github.com/isnowfy/snownlp,True,23,isnowfy/snownlp,https://github.com/isnowfy/snownlp,2013-11-26 11:46:56.000,2023-06-16 19:27:20.302,2020-01-19 02:39:03,1353.0,6336.0,8.0,42.0,66.0,57.0,MIT,,1326.0,1326.0,snownlp,conda-forge/snownlp,,,1.0,https://pypi.org/project/snownlp,43056.0,43149.0,https://anaconda.org/conda-forge/snownlp,2023-06-16 19:27:20.302,2998.0,3.0,, +473,NuPIC,Numenta Platform for Intelligent Computing.,Machine Learning,,https://github.com/numenta/nupic-legacy,True,23,numenta/nupic,https://github.com/numenta/nupic-legacy,2013-04-05 23:14:27.000,2023-09-01 15:42:16.000,2023-08-31 21:49:25,1549.0,6329.0,123.0,453.0,1338.0,6626.0,AGPL-3.0,numenta/nupic-legacy,21.0,21.0,nupic,conda-forge/nupic,2018-06-01 15:12:12,1.0.5,47.0,https://pypi.org/project/nupic,2149.0,2149.0,https://anaconda.org/conda-forge/nupic,,,2.0,,8.0 +474,PDFMiner,A tool for extracting information from PDF documents.,Specific Formats Processing,,https://github.com/euske/pdfminer,True,23,euske/pdfminer,https://github.com/euske/pdfminer,2010-12-12 12:50:22.000,2023-06-16 13:18:10.043,2020-01-18 07:00:32,1013.0,5216.0,28.0,202.0,43.0,540.0,MIT,,20.0,20.0,pdfminer,conda-forge/pdfminer,,,2.0,https://pypi.org/project/pdfminer,224902.0,225303.0,https://anaconda.org/conda-forge/pdfminer,2023-06-16 13:18:10.043,37344.0,3.0,, +475,django-xadmin,Drop-in replacement of Django admin comes with lots of goodies.,Admin Panels,,https://github.com/sshwsfc/xadmin,True,23,sshwsfc/xadmin,https://github.com/sshwsfc/xadmin,2012-11-19 06:21:50.000,2023-12-20 09:13:45.000,2019-04-03 03:05:04,1369.0,4740.0,51.0,367.0,199.0,1296.0,BSD-3-Clause,,804.0,804.0,xadmin,conda-forge/xadmin,,,1.0,https://pypi.org/project/xadmin,316.0,316.0,https://anaconda.org/conda-forge/xadmin,,,3.0,, +476,pywebview,A lightweight cross-platform native wrapper around a webview component.,GUI Development,,https://github.com/r0x0r/pywebview,True,23,r0x0r/pywebview/,https://github.com/r0x0r/pywebview,2014-11-20 11:05:46.000,2024-05-03 06:49:31.000,2024-05-03 06:49:31,509.0,4339.0,,21.0,912.0,2035.0,BSD-3-Clause,,1880.0,1880.0,,conda-forge/,2024-04-18 20:25:49,5.1,68.0,,,,https://anaconda.org/conda-forge/,,,3.0,, +477,textract,"Extract text from any document, Word, PowerPoint, PDFs, etc.",Web Content Extracting,,https://github.com/deanmalmgren/textract,True,23,deanmalmgren/textract,https://github.com/deanmalmgren/textract,2014-07-03 20:36:59.000,2024-05-06 14:04:22.000,2024-03-10 11:53:20,547.0,3791.0,41.0,109.0,130.0,588.0,MIT,,,,textract,conda-forge/textract,2021-08-21 17:09:22,1.6.4,16.0,https://pypi.org/project/textract,152575.0,152831.0,https://anaconda.org/conda-forge/textract,2023-06-16 13:16:57.664,23600.0,3.0,, +478,elasticsearch-dsl-py,The official high-level Python client for Elasticsearch.,Search,,https://github.com/elastic/elasticsearch-dsl-py,True,23,elastic/elasticsearch-dsl-py,https://github.com/elastic/elasticsearch-dsl-py,2014-03-05 16:19:39.000,2024-05-09 11:07:07.000,2024-04-30 15:39:58,780.0,3771.0,139.0,40.0,1262.0,,Apache-2.0,,10290.0,10290.0,elasticsearch-dsl-py,conda-forge/elasticsearch-dsl-py,2024-04-30 15:35:15,8.13.1,9.0,https://pypi.org/project/elasticsearch-dsl-py,,4.0,https://anaconda.org/conda-forge/elasticsearch-dsl-py,,,3.0,,203.0 +479,line_profiler,Line-by-line profiling.,Debugging Tools,,https://github.com/rkern/line_profiler,True,23,rkern/line_profiler,https://github.com/rkern/line_profiler,2014-08-31 11:45:05.000,2023-09-27 21:27:52.775,2019-04-23 20:54:43,249.0,3603.0,14.0,50.0,87.0,102.0,,,889.0,889.0,line_profiler,conda-forge/line_profiler,,,14.0,https://pypi.org/project/line_profiler,544194.0,562375.0,https://anaconda.org/conda-forge/line_profiler,2023-09-27 21:27:52.775,763627.0,3.0,, +480,Flexx,"Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.",GUI Development,,https://github.com/flexxui/flexx,True,23,zoofIO/flexx,https://github.com/flexxui/flexx,2014-09-03 08:38:00.000,2024-01-06 22:16:29.000,2024-01-06 22:16:26,255.0,3217.0,37.0,92.0,365.0,1939.0,BSD-2-Clause,flexxui/flexx,137.0,137.0,flexx,conda-forge/flexx,,,12.0,https://pypi.org/project/flexx,951.0,2066.0,https://anaconda.org/conda-forge/flexx,2023-06-16 13:18:01.276,104871.0,3.0,, +481,django-shop,A Django based shop system.,E-commerce,,https://github.com/awesto/django-shop,True,23,awesto/django-shop,https://github.com/awesto/django-shop,2010-11-19 11:15:48.000,2023-10-19 01:09:56.000,2021-02-28 18:04:57,987.0,3149.0,96.0,88.0,292.0,5402.0,BSD-3-Clause,,224.0,224.0,django-shop,conda-forge/django-shop,,,,https://pypi.org/project/django-shop,5643.0,5643.0,https://anaconda.org/conda-forge/django-shop,,,2.0,, +482,ply,Implementation of lex and yacc parsing tools for Python.,Text Processing,,https://github.com/dabeaz/ply,True,23,dabeaz/ply,https://github.com/dabeaz/ply,2011-01-02 14:27:00.000,2024-04-04 15:06:23.624,2023-04-19 15:20:41,441.0,2705.0,36.0,,198.0,330.0,,,,,ply,conda-forge/ply,,,4.0,https://pypi.org/project/ply,41224443.0,50987792.0,https://anaconda.org/conda-forge/ply,2024-04-04 15:06:23.624,9763349.0,3.0,, +483,unoconv,Convert between any document format supported by LibreOffice/OpenOffice.,Specific Formats Processing,,https://github.com/unoconv/unoconv,True,23,unoconv/unoconv,https://github.com/unoconv/unoconv,2011-04-11 17:22:04.000,2023-04-19 07:21:34.000,2021-11-12 08:35:36,368.0,2522.0,52.0,90.0,399.0,304.0,GPL-2.0,,167.0,167.0,unoconv,conda-forge/unoconv,2017-12-07 11:04:11,0.8.2,2.0,https://pypi.org/project/unoconv,13528.0,13528.0,https://anaconda.org/conda-forge/unoconv,,,3.0,, +484,polyglot,Natural language pipeline supporting hundreds of languages.,Natural Language Processing,,https://github.com/aboSamoor/polyglot,True,23,aboSamoor/polyglot,https://github.com/aboSamoor/polyglot,2014-06-30 02:07:45.000,2023-11-10 03:06:08.000,2020-09-22 22:35:28,329.0,2266.0,26.0,154.0,68.0,271.0,,,1243.0,1243.0,polyglot,conda-forge/polyglot,,,,https://pypi.org/project/polyglot,66960.0,66960.0,https://anaconda.org/conda-forge/polyglot,,,3.0,, +485,python-pptx,Python library for creating and updating PowerPoint (.pptx) files.,Specific Formats Processing,,https://github.com/scanny/python-pptx,True,23,scanny/python-pptx,https://github.com/scanny/python-pptx,2012-11-21 11:03:31.000,2024-03-15 09:15:27.000,2023-11-02 21:38:39,460.0,2179.0,12.0,397.0,454.0,2123.0,MIT,,,,python-pptx,conda-forge/python-pptx,,,17.0,https://pypi.org/project/python-pptx,1682803.0,1691080.0,https://anaconda.org/conda-forge/python-pptx,2023-11-03 00:14:10.120,264868.0,3.0,, +486,Karate Club,Unsupervised machine learning toolbox for graph structured data.,Science,,https://github.com/benedekrozemberczki/karateclub,True,23,benedekrozemberczki/karateclub,https://github.com/benedekrozemberczki/karateclub,2019-12-05 17:35:56.000,2024-03-05 11:46:16.000,2024-03-05 11:46:12,235.0,2089.0,20.0,5.0,114.0,2314.0,GPL-3.0,,232.0,232.0,karateclub,conda-forge/karateclub,2022-12-04 19:04:05,_10304,100.0,https://pypi.org/project/karateclub,4228.0,4726.0,https://anaconda.org/conda-forge/karateclub,2023-06-16 19:21:04.092,22912.0,3.0,, +487,chardet,Python 2/3 compatible character encoding detector.,Text Processing,,https://github.com/chardet/chardet,True,23,chardet/chardet,https://github.com/chardet/chardet,2012-07-26 20:30:54.000,2023-11-05 12:58:49.000,2023-08-01 19:17:09,248.0,2082.0,48.0,53.0,85.0,,LGPL-2.1,,6.0,6.0,chardet,conda-forge/chardet,2023-08-01 19:16:18,5.2.0,12.0,https://pypi.org/project/chardet,66521738.0,67046744.0,https://anaconda.org/conda-forge/chardet,2023-09-23 12:04:37.819,23100279.0,3.0,, +488,wooey,A Django app which creates automatic web UIs for Python scripts.,Admin Panels,,https://github.com/wooey/Wooey,True,23,wooey/wooey,https://github.com/wooey/Wooey,2015-03-01 16:47:05.000,2024-03-06 07:07:13.000,2023-12-14 15:17:45,184.0,2065.0,24.0,51.0,164.0,962.0,BSD-3-Clause,,48.0,48.0,wooey,conda-forge/wooey,2022-10-05 14:09:49,0.13.2,11.0,https://pypi.org/project/wooey,610.0,610.0,https://anaconda.org/conda-forge/wooey,,,3.0,, +489,pybuilder,A continuous build tool written in pure Python.,Build Tools,,https://github.com/pybuilder/pybuilder,True,23,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,2012-07-23 11:38:06.000,2024-02-14 23:16:54.140,2024-02-14 21:07:00,240.0,1648.0,39.0,88.0,424.0,1426.0,Apache-2.0,,,,pybuilder,conda-forge/pybuilder,2024-02-14 21:08:22,0.13.11,12.0,https://pypi.org/project/pybuilder,24043.0,26361.0,https://anaconda.org/conda-forge/pybuilder,2024-02-14 23:16:54.140,69559.0,1.0,, +490,pdb++,Another drop-in replacement for pdb.,Debugging Tools,,https://github.com/pdbpp/pdbpp,True,23,antocuni/pdb,https://github.com/pdbpp/pdbpp,2017-06-11 13:42:16.000,2024-04-15 14:37:50.000,2022-07-14 18:31:38,67.0,1252.0,41.0,79.0,126.0,706.0,BSD-3-Clause,pdbpp/pdbpp,5584.0,5584.0,pdb,conda-forge/pdb,2021-07-09 22:21:56,0.10.3,3.0,https://pypi.org/project/pdb,,,https://anaconda.org/conda-forge/pdb,,,3.0,, +491,mouse,Hook and simulate global mouse events on Windows and Linux.,Hardware,,https://github.com/boppreh/mouse,True,23,boppreh/mouse,https://github.com/boppreh/mouse,2017-08-04 00:03:33.000,2024-03-06 03:11:54.000,2023-06-26 19:23:24,131.0,870.0,9.0,87.0,30.0,40.0,MIT,,1456.0,1456.0,mouse,conda-forge/mouse,2020-01-01 16:50:32,0.7.1,5.0,https://pypi.org/project/mouse,51359.0,51359.0,https://anaconda.org/conda-forge/mouse,,,3.0,, +492,pysimdjson,A Python bindings for [simdjson](https://github.com/lemire/simdjson).,Serialization,,https://github.com/TkTech/pysimdjson,True,23,TkTech/pysimdjson,https://github.com/TkTech/pysimdjson,2019-02-22 03:26:04.000,2024-02-06 14:42:12.055,2024-02-05 18:11:24,51.0,629.0,14.0,6.0,78.0,289.0,,,1318.0,1318.0,pysimdjson,conda-forge/pysimdjson,2021-05-23 17:56:13,4.0.0,8.0,https://pypi.org/project/pysimdjson,1002601.0,1004709.0,https://anaconda.org/conda-forge/pysimdjson,2024-02-06 14:42:12.055,90649.0,3.0,, +493,micawber,A small library for extracting rich content from URLs.,Web Content Extracting,,https://github.com/coleifer/micawber,True,23,coleifer/micawber,https://github.com/coleifer/micawber,2012-03-27 21:42:46.000,2024-01-02 14:08:35.000,2024-01-02 14:08:26,88.0,621.0,27.0,,59.0,207.0,MIT,,2814.0,2814.0,micawber,conda-forge/micawber,,,4.0,https://pypi.org/project/micawber,24919.0,25317.0,https://anaconda.org/conda-forge/micawber,2023-07-10 11:27:45.154,15950.0,3.0,, +494,pyshorteners,A pure Python URL shortening lib.,URL Manipulation,,https://github.com/ellisonleao/pyshorteners,True,23,ellisonleao/pyshorteners,https://github.com/ellisonleao/pyshorteners,2013-09-30 18:33:24.000,2022-06-06 19:18:46.000,2022-06-06 19:18:46,63.0,378.0,24.0,,,,GPL-3.0,,12588.0,12588.0,pyshorteners,conda-forge/pyshorteners,2020-03-19 17:55:20,1.0.1,3.0,https://pypi.org/project/pyshorteners,74701.0,74701.0,https://anaconda.org/conda-forge/pyshorteners,,,2.0,, +495,purl,"A simple, immutable URL class with a clean API for interrogation and manipulation.",URL Manipulation,,https://github.com/codeinthehole/purl,True,23,codeinthehole/purl,https://github.com/codeinthehole/purl,2012-03-27 21:18:43.000,2023-08-04 07:41:28.000,2021-05-15 21:00:41,37.0,294.0,18.0,5.0,15.0,192.0,MIT,,3982.0,3982.0,purl,conda-forge/purl,,,,https://pypi.org/project/purl,73831.0,73831.0,https://anaconda.org/conda-forge/purl,,,2.0,, +496,mailer,High-performance extensible mail delivery framework.,Email,,https://github.com/marrow/mailer,True,23,marrow/mailer,https://github.com/marrow/mailer,2011-03-13 05:21:26.000,2023-10-17 19:40:59.000,2023-10-05 15:43:44,59.0,278.0,20.0,19.0,54.0,295.0,MIT,,318.0,318.0,mailer,conda-forge/mailer,2019-09-16 00:20:27,4.0.3,2.0,https://pypi.org/project/mailer,77700.0,78663.0,https://anaconda.org/conda-forge/mailer,2023-06-16 16:09:42.549,65438.0,3.0,,160.0 +497,H2O,Open Source Fast Scalable Machine Learning Platform.,Machine Learning,,https://github.com/h2oai/h2o-3,True,22,h2oai/h2o-3,https://github.com/h2oai/h2o-3,2014-03-03 16:08:07.000,2024-05-09 11:54:53.000,2024-05-07 21:36:26,1966.0,6744.0,264.0,2684.0,6596.0,32439.0,Apache-2.0,,21.0,21.0,h2o-3,conda-forge/h2o-3,,,,https://pypi.org/project/h2o-3,,,https://anaconda.org/conda-forge/h2o-3,,,3.0,, +498,pkuseg-python,A toolkit for Chinese word segmentation in various domains.,Natural Language Processing,,https://github.com/lancopku/pkuseg-python,True,22,lancopku/pkuseg-python,https://github.com/lancopku/pkuseg-python,2018-08-05 06:41:07.000,2022-11-05 13:37:41.000,2022-06-08 05:57:27,961.0,6438.0,6.0,124.0,40.0,200.0,MIT,,310.0,310.0,pkuseg-python,conda-forge/pkuseg-python,,,3.0,https://pypi.org/project/pkuseg-python,,3220.0,https://anaconda.org/conda-forge/pkuseg-python,,,3.0,,206095.0 +499,Surprise,A scikit for building and analyzing recommender systems.,Recommender Systems,,https://github.com/NicolasHug/Surprise,True,22,NicolasHug/Surprise,https://github.com/NicolasHug/Surprise,2016-10-23 14:59:38.000,2024-05-09 13:02:01.000,2024-04-29 15:11:44,984.0,6202.0,45.0,75.0,305.0,653.0,BSD-3-Clause,,21.0,21.0,Surprise,conda-forge/Surprise,,,,https://pypi.org/project/Surprise,18706.0,18706.0,https://anaconda.org/conda-forge/Surprise,,,3.0,, +500,conda,"Cross-platform, Python-agnostic binary package manager.",Package Management,,https://github.com/conda/conda,True,22,conda/conda/,https://github.com/conda/conda,2012-10-15 22:08:03.000,2024-05-09 14:01:53.000,2024-05-08 17:44:05,1496.0,6122.0,,606.0,8955.0,,,,46959.0,46959.0,,conda-forge/,2024-04-26 15:48:29,24.4.0,100.0,,,11.0,https://anaconda.org/conda-forge/,,,3.0,,862.0 +501,Toga,"A Python native, OS native GUI toolkit.",GUI Development,,https://github.com/beeware/toga,True,22,pybee/toga,https://github.com/beeware/toga,2014-08-01 21:44:10.000,2024-05-09 07:08:03.000,2024-05-08 00:56:27,637.0,4113.0,262.0,158.0,710.0,,BSD-3-Clause,beeware/toga,3.0,3.0,toga,conda-forge/toga,2024-05-08 01:32:51,0.4.4,10.0,https://pypi.org/project/toga,5665.0,5844.0,https://anaconda.org/conda-forge/toga,,,3.0,,3401.0 +502,Coconut,"A variant of Python built for simple, elegant, Pythonic functional programming.",Functional Programming,,https://github.com/evhub/coconut,True,22,evhub/coconut,https://github.com/evhub/coconut,2014-10-04 23:43:11.000,2024-05-09 05:59:18.000,2024-03-02 09:12:15,118.0,3960.0,34.0,70.0,653.0,5119.0,Apache-2.0,,,,coconut,conda-forge/coconut,2024-03-02 09:13:08,3.1.0,41.0,https://pypi.org/project/coconut,2789.0,7950.0,https://anaconda.org/conda-forge/coconut,2024-03-02 23:56:07.470,221925.0,3.0,, +503,code2flow,Turn your Python and JavaScript code into DOT flowcharts.,Code Analysis,,https://github.com/scottrogowski/code2flow,True,22,scottrogowski/code2flow,https://github.com/scottrogowski/code2flow,2013-05-24 04:17:43.000,2024-05-08 19:17:14.000,2023-01-08 22:55:22,272.0,3728.0,10.0,23.0,45.0,126.0,MIT,,48.0,48.0,code2flow,conda-forge/code2flow,,,3.0,https://pypi.org/project/code2flow,20822.0,20962.0,https://anaconda.org/conda-forge/code2flow,2023-06-18 08:40:31.945,3922.0,3.0,, +504,robobrowser,"A simple, Pythonic library for browsing the web without a standalone web browser.",Web Crawling,,https://github.com/jmcarp/robobrowser,True,22,jmcarp/robobrowser,https://github.com/jmcarp/robobrowser,2014-02-08 21:29:49.000,2023-06-16 16:08:11.421,2015-06-07 19:46:28,335.0,3693.0,10.0,44.0,30.0,103.0,BSD-3-Clause,,947.0,947.0,robobrowser,conda-forge/robobrowser,,,1.0,https://pypi.org/project/robobrowser,15605.0,15680.0,https://anaconda.org/conda-forge/robobrowser,2023-06-16 16:08:11.421,5559.0,3.0,, +505,errbot,The easiest and most popular chatbot to implement ChatOps.,ChatOps Tools,,https://github.com/errbotio/errbot,True,22,errbotio/errbot/,https://github.com/errbotio/errbot,2012-05-20 21:13:41.000,2024-05-06 21:51:24.000,2024-01-27 08:24:57,591.0,3063.0,,52.0,726.0,2950.0,GPL-3.0,,323.0,323.0,,conda-forge/,2024-01-04 06:50:23,6.2.0,2.0,,,,https://anaconda.org/conda-forge/,,,1.0,, +506,bjoern,"Asynchronous, very fast and written in C.",WSGI Servers,,https://github.com/jonashaag/bjoern,True,22,jonashaag/bjoern,https://github.com/jonashaag/bjoern,2010-03-01 23:46:47.000,2023-10-05 05:07:19.350,2022-09-11 18:40:12,184.0,2979.0,44.0,26.0,134.0,473.0,,,741.0,741.0,bjoern,conda-forge/bjoern,,,7.0,https://pypi.org/project/bjoern,31230.0,34128.0,https://anaconda.org/conda-forge/bjoern,2023-10-05 05:07:19.350,124616.0,3.0,, +507,django-compressor,Compresses linked and inline JavaScript or CSS into a single cached file.,Web Asset Management,,https://github.com/django-compressor/django-compressor,True,22,django-compressor/django-compressor,https://github.com/django-compressor/django-compressor,2010-02-05 15:48:14.000,2024-05-06 23:28:23.000,2024-05-06 23:28:17,557.0,2760.0,218.0,109.0,542.0,1616.0,,,,,django-compressor,conda-forge/django-compressor,,,1.0,https://pypi.org/project/django-compressor,577113.0,577210.0,https://anaconda.org/conda-forge/django-compressor,2023-09-27 16:10:39.417,783.0,3.0,, +508,IronPython,Implementation of the Python programming language written in C#.,Implementations,,https://github.com/IronLanguages/ironpython3,True,22,IronLanguages/ironpython3,https://github.com/IronLanguages/ironpython3,2014-02-27 21:50:49.000,2024-04-26 06:19:45.000,2024-04-24 15:11:51,275.0,2383.0,35.0,276.0,341.0,1300.0,Apache-2.0,,,,ironpython3,conda-forge/ironpython3,2023-07-12 14:07:27,3.4.1,4.0,https://pypi.org/project/ironpython3,,2736.0,https://anaconda.org/conda-forge/ironpython3,,,2.0,,101240.0 +509,litecli,SQLite CLI with autocompletion and syntax highlighting.,Command-line Tools,,https://github.com/dbcli/litecli,True,22,dbcli/litecli,https://github.com/dbcli/litecli,2018-05-13 14:11:49.000,2024-05-04 05:54:41.309,2024-05-03 17:14:30,68.0,2029.0,28.0,33.0,68.0,,BSD-3-Clause,,324.0,324.0,litecli,conda-forge/litecli,,,3.0,https://pypi.org/project/litecli,17024.0,17091.0,https://anaconda.org/conda-forge/litecli,2024-05-04 05:54:41.309,337.0,3.0,, +510,pycallgraph,A library that visualises the flow (call graph) of your Python application.,Code Analysis,,https://github.com/gak/pycallgraph,True,22,gak/pycallgraph,https://github.com/gak/pycallgraph,2009-08-11 01:03:55.000,2024-04-09 02:03:25.000,2024-04-09 02:03:25,286.0,1789.0,23.0,48.0,109.0,250.0,GPL-2.0,,425.0,425.0,pycallgraph,conda-forge/pycallgraph,,,,https://pypi.org/project/pycallgraph,4652.0,4652.0,https://anaconda.org/conda-forge/pycallgraph,,,3.0,, +511,sentry-python,Sentry SDK for Python.,Logging,,https://github.com/getsentry/sentry-python,True,22,getsentry/sentry-python,https://github.com/getsentry/sentry-python,2018-06-18 22:51:10.000,2024-05-09 14:15:39.000,2024-05-08 05:40:36,443.0,1751.0,216.0,171.0,1060.0,2400.0,MIT,,,,sentry-python,conda-forge/sentry-python,2024-05-06 12:02:45,2.1.1,100.0,https://pypi.org/project/sentry-python,,74.0,https://anaconda.org/conda-forge/sentry-python,,,3.0,-6.0,2162.0 +512,Spiff,A powerful workflow engine implemented in pure Python.,Job Scheduler,,https://github.com/sartography/SpiffWorkflow,True,22,knipknap/SpiffWorkflow,https://github.com/sartography/SpiffWorkflow,2009-12-25 09:11:22.000,2024-05-01 16:39:08.000,2024-05-01 16:29:02,298.0,1602.0,53.0,7.0,129.0,,LGPL-3.0,sartography/SpiffWorkflow,70.0,70.0,SpiffWorkflow,conda-forge/SpiffWorkflow,2024-05-01 16:39:08,3.0.0,17.0,https://pypi.org/project/SpiffWorkflow,5041.0,5041.0,https://anaconda.org/conda-forge/SpiffWorkflow,,,2.0,, +513,python-lambda,A toolkit for developing and deploying Python code in AWS Lambda.,Serverless Frameworks,,https://github.com/nficano/python-lambda,True,22,nficano/python-lambda,https://github.com/nficano/python-lambda,2016-02-26 03:21:06.000,2023-06-28 11:38:10.000,2022-06-03 06:57:29,225.0,1479.0,48.0,39.0,54.0,384.0,ISC,,209.0,209.0,python-lambda,conda-forge/python-lambda,,,,https://pypi.org/project/python-lambda,6028.0,6028.0,https://anaconda.org/conda-forge/python-lambda,,,3.0,, +514,fabtools,Tools for writing awesome Fabric files.,DevOps Tools,,https://github.com/fabtools/fabtools,True,22,fabtools/fabtools,https://github.com/fabtools/fabtools,2011-09-05 01:44:24.000,2019-12-13 07:52:20.000,2019-09-16 09:19:00,191.0,1250.0,88.0,78.0,64.0,939.0,BSD-2-Clause,,304.0,304.0,fabtools,conda-forge/fabtools,,,,https://pypi.org/project/fabtools,1238.0,1238.0,https://anaconda.org/conda-forge/fabtools,,,3.0,, +515,pluginbase,A simple but flexible plugin system for Python.,Miscellaneous,,https://github.com/mitsuhiko/pluginbase,True,22,mitsuhiko/pluginbase,https://github.com/mitsuhiko/pluginbase,2014-06-30 20:51:42.000,2023-06-16 16:13:34.708,2021-05-16 16:12:48,142.0,1089.0,9.0,3.0,12.0,56.0,,,2328.0,2328.0,pluginbase,conda-forge/pluginbase,2019-02-02 19:44:23,1.0.0,3.0,https://pypi.org/project/pluginbase,646599.0,650624.0,https://anaconda.org/conda-forge/pluginbase,2023-06-16 16:13:34.708,305959.0,3.0,, +516,pynacl,Python binding to the Networking and Cryptography (NaCl) library.,Cryptography,,https://github.com/pyca/pynacl,True,22,pyca/pynacl,https://github.com/pyca/pynacl,2013-02-22 03:52:39.000,2024-05-07 10:43:37.000,2024-02-23 19:52:02,212.0,1039.0,67.0,44.0,255.0,,Apache-2.0,,,,pynacl,conda-forge/pynacl,,,5.0,https://pypi.org/project/pynacl,78758769.0,78891194.0,https://anaconda.org/conda-forge/pynacl,2023-09-24 08:54:47.641,5826707.0,3.0,, +517,model_mommy,Creating random fixtures for testing in Django.,Testing,,https://github.com/berinhard/model_mommy,True,22,vandersonmota/model_mommy,https://github.com/berinhard/model_mommy,2011-01-09 18:05:24.000,2019-10-21 22:05:37.000,2019-10-21 22:05:19,136.0,905.0,103.0,,185.0,937.0,,berinhard/model_mommy,393.0,393.0,model_mommy,conda-forge/model_mommy,2018-04-28 19:45:00,1.5.1,2.0,https://pypi.org/project/model_mommy,115843.0,115843.0,https://anaconda.org/conda-forge/model_mommy,,,3.0,, +518,django-cache-machine,Automatic caching and invalidation for Django models.,Caching,,https://github.com/django-cache-machine/django-cache-machine,True,22,django-cache-machine/django-cache-machine,https://github.com/django-cache-machine/django-cache-machine,2010-02-09 23:01:12.000,2023-02-20 18:13:51.000,2023-02-20 18:13:51,149.0,869.0,27.0,19.0,56.0,,BSD-3-Clause,,279.0,279.0,django-cache-machine,conda-forge/django-cache-machine,2019-02-18 02:47:28,1.1.0,5.0,https://pypi.org/project/django-cache-machine,10748.0,10748.0,https://anaconda.org/conda-forge/django-cache-machine,,,3.0,, +519,untangle,Converts XML documents to Python objects for easy access.,HTML Manipulation,,https://github.com/stchris/untangle,True,22,stchris/untangle,https://github.com/stchris/untangle,2011-06-05 10:12:12.000,2024-01-19 08:34:06.000,2024-01-19 08:34:05,82.0,607.0,18.0,16.0,41.0,,MIT,,1126.0,1126.0,untangle,conda-forge/untangle,2022-07-02 14:04:25,1.2.1,4.0,https://pypi.org/project/untangle,153561.0,153672.0,https://anaconda.org/conda-forge/untangle,2023-06-16 19:20:37.465,5059.0,3.0,,530.0 +520,pyvips,A fast image processing library with low memory needs.,Image Processing,,https://github.com/libvips/pyvips,True,22,libvips/pyvips,https://github.com/libvips/pyvips,2017-07-28 16:39:43.000,2024-04-28 16:46:16.622,2024-04-28 11:15:50,50.0,590.0,16.0,172.0,237.0,477.0,MIT,,712.0,712.0,pyvips,conda-forge/pyvips,,,6.0,https://pypi.org/project/pyvips,41614.0,43487.0,https://anaconda.org/conda-forge/pyvips,2024-04-28 16:46:16.622,80575.0,3.0,, +521,cornice,A RESTful framework for Pyramid.,RESTful API,,https://github.com/Cornices/cornice,True,22,Cornices/cornice,https://github.com/Cornices/cornice,2011-10-12 13:17:51.000,2024-04-04 09:58:19.000,2024-04-04 09:58:18,144.0,380.0,124.0,50.0,191.0,,,,863.0,863.0,cornice,conda-forge/cornice,2024-02-08 11:27:50,6.1.0,36.0,https://pypi.org/project/cornice,49058.0,49101.0,https://anaconda.org/conda-forge/cornice,2023-10-14 15:23:51.297,303.0,3.0,, +522,PyICU,A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).,Internationalization,,https://github.com/ovalhub/pyicu,True,22,ovalhub/pyicu,https://github.com/ovalhub/pyicu,2015-04-16 01:00:41.000,2024-04-30 07:57:52.382,2021-04-08 22:52:58,50.0,133.0,18.0,,103.0,282.0,,,4558.0,4558.0,pyicu,conda-forge/pyicu,,,10.0,https://pypi.org/project/pyicu,367030.0,371734.0,https://anaconda.org/conda-forge/pyicu,2024-04-30 07:57:52.382,202291.0,1.0,, +523,MindsDB,"MindsDB is an open source AI layer for existing databases that allows you to effortlessly develop, train and deploy..",Machine Learning,,https://github.com/mindsdb/mindsdb,True,21,mindsdb/mindsdb,https://github.com/mindsdb/mindsdb,2018-08-02 17:56:45.000,2024-05-09 14:21:55.000,2024-05-09 14:21:52,2695.0,21389.0,826.0,360.0,3416.0,,,,,,mindsdb,conda-forge/mindsdb,2024-04-15 13:43:59,24.4.3.0,100.0,https://pypi.org/project/mindsdb,21081.0,21081.0,https://anaconda.org/conda-forge/mindsdb,,,3.0,, +524,python-prompt-toolkit,A library for building powerful interactive command lines.,Command-line Interface Development,,https://github.com/prompt-toolkit/python-prompt-toolkit,True,21,jonathanslenders/python-prompt-toolkit,https://github.com/prompt-toolkit/python-prompt-toolkit,2014-01-25 22:12:08.000,2024-04-09 18:06:57.000,2024-02-12 08:46:53,694.0,8979.0,225.0,541.0,561.0,2742.0,BSD-3-Clause,prompt-toolkit/python-prompt-toolkit,,,python-prompt-toolkit,conda-forge/python-prompt-toolkit,2023-12-13 09:51:12,3.0.43,1.0,https://pypi.org/project/python-prompt-toolkit,,,https://anaconda.org/conda-forge/python-prompt-toolkit,,,3.0,, +525,PathPicker,Select files out of bash output.,Command-line Tools,,https://github.com/facebook/PathPicker,True,21,facebook/PathPicker,https://github.com/facebook/PathPicker,2015-05-01 03:05:54.000,2024-04-09 14:41:27.000,2024-04-09 14:41:27,277.0,5078.0,80.0,21.0,153.0,545.0,MIT,,3.0,3.0,PathPicker,conda-forge/PathPicker,2022-02-14 19:25:22,0.9.5,13.0,https://pypi.org/project/PathPicker,,412.0,https://anaconda.org/conda-forge/PathPicker,,,3.0,,44585.0 +526,MechanicalSoup,A Python library for automating interaction with websites.,Web Crawling,,https://github.com/MechanicalSoup/MechanicalSoup,True,21,MechanicalSoup/MechanicalSoup,https://github.com/MechanicalSoup/MechanicalSoup,2014-05-26 09:06:11.000,2024-05-09 03:14:48.000,2024-05-07 04:25:20,368.0,4555.0,55.0,30.0,142.0,,MIT,,,,MechanicalSoup,conda-forge/MechanicalSoup,2023-07-04 19:21:07,1.3.0,13.0,https://pypi.org/project/MechanicalSoup,83591.0,85185.0,https://anaconda.org/conda-forge/MechanicalSoup,2023-06-16 13:22:31.491,141905.0,3.0,,49.0 +527,pymongo,The official Python client for MongoDB.,Database Drivers,,https://github.com/mongodb/mongo-python-driver,True,21,mongodb/mongo-python-driver,https://github.com/mongodb/mongo-python-driver,2009-01-15 15:18:06.000,2024-05-09 00:31:20.000,2024-05-09 00:31:19,1043.0,4055.0,212.0,,,5637.0,Apache-2.0,,,,mongo-python-driver,conda-forge/mongo-python-driver,2024-05-07 20:50:20,4.7.2,34.0,https://pypi.org/project/mongo-python-driver,,,https://anaconda.org/conda-forge/mongo-python-driver,,,3.0,, +528,vprof,Visual Python profiler.,Debugging Tools,,https://github.com/nvdv/vprof,True,21,nvdv/vprof,https://github.com/nvdv/vprof,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000,2022-07-15 07:43:03,155.0,3948.0,17.0,29.0,57.0,620.0,BSD-2-Clause,,118.0,118.0,vprof,conda-forge/vprof,,,19.0,https://pypi.org/project/vprof,5115.0,5115.0,https://anaconda.org/conda-forge/vprof,,,3.0,, +529,pony,ORM that provides a generator-oriented interface to SQL.,ORM,,https://github.com/ponyorm/pony,True,21,ponyorm/pony/,https://github.com/ponyorm/pony,2013-02-08 04:56:00.000,2024-03-15 17:41:17.000,2023-09-25 09:31:59,238.0,3528.0,,299.0,332.0,,Apache-2.0,,3992.0,3992.0,,conda-forge/,2023-09-25 09:50:22,0.7.17,36.0,,,0.0,https://anaconda.org/conda-forge/,,,3.0,,103.0 +530,elpy,Emacs Python Development Environment.,Editor Plugins and IDEs,,https://github.com/jorgenschaefer/elpy,True,21,jorgenschaefer/elpy,https://github.com/jorgenschaefer/elpy,2012-10-29 22:28:49.000,2024-01-09 14:45:09.000,2024-01-09 14:45:09,250.0,1877.0,95.0,369.0,1239.0,1444.0,GPL-3.0,,213.0,213.0,elpy,conda-forge/elpy,,,,https://pypi.org/project/elpy,819.0,819.0,https://anaconda.org/conda-forge/elpy,,,2.0,, +531,orm,An async ORM.,ORM,,https://github.com/encode/orm,True,21,encode/orm,https://github.com/encode/orm,2019-02-12 16:51:31.000,2022-08-30 10:12:31.000,2022-08-30 10:12:30,97.0,1764.0,18.0,16.0,64.0,125.0,BSD-3-Clause,,512.0,512.0,orm,conda-forge/orm,2021-11-29 09:20:38,0.3.1,8.0,https://pypi.org/project/orm,8065.0,8065.0,https://anaconda.org/conda-forge/orm,,,3.0,, +532,sixpack,A language-agnostic A/B Testing framework.,Testing,,https://github.com/sixpack/sixpack,True,21,seatgeek/sixpack,https://github.com/sixpack/sixpack,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000,2020-08-26 00:32:16,183.0,1756.0,56.0,67.0,128.0,828.0,BSD-2-Clause,sixpack/sixpack,11.0,11.0,sixpack,conda-forge/sixpack,2017-07-24 08:26:03,2.5.0,13.0,https://pypi.org/project/sixpack,222.0,222.0,https://anaconda.org/conda-forge/sixpack,,,3.0,, +533,delegator.py,[Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0.,Processes,,https://github.com/amitt001/delegator.py,True,21,amitt001/delegator.py,https://github.com/amitt001/delegator.py,2017-01-14 23:33:04.000,2022-12-01 23:31:42.000,2019-05-06 12:33:23,89.0,1687.0,23.0,8.0,37.0,118.0,MIT,,605.0,605.0,delegator.py,conda-forge/delegator.py,,,,https://pypi.org/project/delegator.py,48766.0,48766.0,https://anaconda.org/conda-forge/delegator.py,,,3.0,, +534,python-user-agents,Browser user agent parser.,Text Processing,,https://github.com/selwin/python-user-agents,True,21,selwin/python-user-agents,https://github.com/selwin/python-user-agents,2013-01-05 00:44:11.000,2023-02-16 01:51:50.000,2023-02-16 01:51:50,194.0,1417.0,32.0,43.0,33.0,146.0,MIT,,8125.0,8125.0,python-user-agents,conda-forge/python-user-agents,2020-08-23 06:05:26,2.2.0,1.0,https://pypi.org/project/python-user-agents,,,https://anaconda.org/conda-forge/python-user-agents,,,3.0,, +535,django-countries,A Django app that provides a country field for models and forms.,Geolocation,,https://github.com/SmileyChris/django-countries,True,21,SmileyChris/django-countries,https://github.com/SmileyChris/django-countries,2013-06-21 20:02:58.000,2024-05-02 03:52:33.000,2024-05-02 03:52:21,279.0,1376.0,56.0,18.0,273.0,,MIT,,,,django-countries,conda-forge/django-countries,,,5.0,https://pypi.org/project/django-countries,817086.0,817258.0,https://anaconda.org/conda-forge/django-countries,2024-04-02 01:59:39.011,4822.0,2.0,, +536,s4cmd,"Super S3 command line tool, good for higher performance.",Downloader,,https://github.com/bloomreach/s4cmd,True,21,bloomreach/s4cmd,https://github.com/bloomreach/s4cmd,2012-11-10 04:09:23.000,2023-07-27 14:03:00.000,2022-05-06 14:11:43,203.0,1350.0,35.0,89.0,54.0,145.0,Apache-2.0,,46.0,46.0,s4cmd,conda-forge/s4cmd,,,,https://pypi.org/project/s4cmd,33716.0,33716.0,https://anaconda.org/conda-forge/s4cmd,,,3.0,, +537,django-devserver,A drop-in replacement for Django's runserver.,Debugging Tools,,https://github.com/dcramer/django-devserver,True,21,dcramer/django-devserver,https://github.com/dcramer/django-devserver,2010-02-09 20:35:52.000,2020-02-26 17:37:11.000,2016-03-05 15:18:30,140.0,1272.0,39.0,39.0,28.0,218.0,BSD-3-Clause,,401.0,401.0,django-devserver,conda-forge/django-devserver,,,,https://pypi.org/project/django-devserver,5906.0,5906.0,https://anaconda.org/conda-forge/django-devserver,,,3.0,, +538,bcbio-nextgen,Providing best-practice pipelines for fully automated high throughput sequencing analysis.,Science,,https://github.com/bcbio/bcbio-nextgen,True,21,chapmanb/bcbio-nextgen,https://github.com/bcbio/bcbio-nextgen,2013-02-06 11:14:50.000,2024-04-28 15:35:35.000,2024-02-07 15:44:58,351.0,975.0,97.0,126.0,2922.0,8571.0,MIT,bcbio/bcbio-nextgen,,,bcbio-nextgen,conda-forge/bcbio-nextgen,2021-12-15 03:37:20,1.2.9,14.0,https://pypi.org/project/bcbio-nextgen,251.0,251.0,https://anaconda.org/conda-forge/bcbio-nextgen,,,3.0,, +539,CyToolz,Cython implementation of `Toolz`: High performance functional utilities.,Functional Programming,,https://github.com/pytoolz/cytoolz,True,21,pytoolz/cytoolz/,https://github.com/pytoolz/cytoolz,2014-04-04 23:24:04.000,2024-04-26 13:44:40.000,2024-01-24 22:49:35,69.0,972.0,,26.0,56.0,378.0,,,59197.0,59197.0,,conda-forge/,2024-01-25 00:52:49,0.12.3,8.0,,,,https://anaconda.org/conda-forge/,,,3.0,, +540,kapre,Keras Audio Preprocessors.,Audio,,https://github.com/keunwoochoi/kapre,True,21,keunwoochoi/kapre,https://github.com/keunwoochoi/kapre,2016-12-14 18:36:36.000,2023-10-23 02:52:41.000,2022-07-04 00:10:02,145.0,911.0,13.0,15.0,82.0,195.0,MIT,,2391.0,2391.0,kapre,conda-forge/kapre,2022-01-21 20:10:47,Kapre-0.3.7,10.0,https://pypi.org/project/kapre,1452.0,1452.0,https://anaconda.org/conda-forge/kapre,,,3.0,,26.0 +541,python-hunter,A flexible code tracing toolkit.,Debugging Tools,,https://github.com/ionelmc/python-hunter,True,21,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,2015-03-16 18:03:16.000,2024-05-02 14:07:00.000,2024-05-02 13:25:30,45.0,783.0,9.0,43.0,54.0,1100.0,BSD-2-Clause,,173.0,173.0,python-hunter,conda-forge/python-hunter,2022-09-11 00:45:22,3.3.5,51.0,https://pypi.org/project/python-hunter,324.0,324.0,https://anaconda.org/conda-forge/python-hunter,,,3.0,, +542,moment,A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/).,Date and Time,,https://github.com/zachwill/moment,True,21,zachwill/moment,https://github.com/zachwill/moment,2012-12-19 01:00:31.000,2023-06-16 13:25:15.548,2020-11-27 22:36:41,46.0,726.0,4.0,3.0,38.0,150.0,,,962.0,962.0,moment,conda-forge/moment,,,3.0,https://pypi.org/project/moment,123659.0,123813.0,https://anaconda.org/conda-forge/moment,2023-06-16 13:25:15.548,12082.0,2.0,, +543,happybase,A developer-friendly library for Apache HBase.,Database Drivers,,https://github.com/python-happybase/happybase,True,21,wbolster/happybase,https://github.com/python-happybase/happybase,2012-05-20 20:06:10.000,2023-12-04 07:22:12.000,2023-12-04 07:22:12,155.0,609.0,21.0,25.0,184.0,287.0,,python-happybase/happybase,850.0,850.0,happybase,conda-forge/happybase,,,4.0,https://pypi.org/project/happybase,51190.0,52886.0,https://anaconda.org/conda-forge/happybase,2023-06-16 13:16:41.411,161201.0,3.0,, +544,treq,Python requests like API built on top of Twisted's HTTP client.,HTTP Clients,,https://github.com/twisted/treq,True,21,twisted/treq,https://github.com/twisted/treq,2012-05-18 18:57:21.000,2024-05-01 21:29:12.000,2024-05-01 21:29:11,130.0,583.0,51.0,54.0,108.0,,,,1578.0,1578.0,treq,conda-forge/treq,2023-11-04 05:30:33,release-23.11.0,12.0,https://pypi.org/project/treq,103793.0,105529.0,https://anaconda.org/conda-forge/treq,2023-11-04 22:31:47.479,76262.0,3.0,,268.0 +545,httmock,A mocking library for requests for Python 2.6+ and 3.2+.,Testing,,https://github.com/patrys/httmock,True,21,patrys/httmock,https://github.com/patrys/httmock,2013-03-19 23:35:33.000,2023-09-29 20:58:48.000,2020-10-28 12:00:08,50.0,462.0,29.0,12.0,15.0,102.0,,,2571.0,2571.0,httmock,conda-forge/httmock,,,1.0,https://pypi.org/project/httmock,1372472.0,1372594.0,https://anaconda.org/conda-forge/httmock,2023-06-16 13:22:15.758,9651.0,3.0,, +546,unicode-slugify,A slugifier that generates unicode slugs with Django as a dependency.,Text Processing,,https://github.com/mozilla/unicode-slugify,True,21,mozilla/unicode-slugify,https://github.com/mozilla/unicode-slugify,2011-03-24 23:08:09.000,2024-05-05 03:07:24.364,2021-10-22 20:06:17,49.0,320.0,14.0,10.0,8.0,44.0,BSD-3-Clause,,2226.0,2226.0,unicode-slugify,conda-forge/unicode-slugify,,,1.0,https://pypi.org/project/unicode-slugify,58539.0,58575.0,https://anaconda.org/conda-forge/unicode-slugify,2024-05-05 03:07:24.364,36.0,3.0,, +547,setoolkit,A toolkit for social engineering.,Penetration Testing,,https://github.com/trustedsec/social-engineer-toolkit,True,20,trustedsec/social-engineer-toolkit,https://github.com/trustedsec/social-engineer-toolkit,2012-12-31 22:01:33.000,2024-05-05 08:58:04.000,2022-01-26 01:58:47,2566.0,10276.0,85.0,293.0,620.0,15809.0,,,20.0,20.0,social-engineer-toolkit,conda-forge/social-engineer-toolkit,,,,https://pypi.org/project/social-engineer-toolkit,,,https://anaconda.org/conda-forge/social-engineer-toolkit,,,3.0,, +548,PlatformIO,A console tool to build code with different development platforms.,Build Tools,,https://github.com/platformio/platformio-core,True,20,platformio/platformio-core,https://github.com/platformio/platformio-core,2014-05-09 09:38:42.000,2024-05-07 19:22:27.000,2024-05-07 19:22:26,749.0,7554.0,85.0,204.0,3889.0,6549.0,Apache-2.0,,1.0,1.0,platformio-core,conda-forge/platformio-core,2024-04-25 08:43:52,6.1.15,100.0,https://pypi.org/project/platformio-core,,,https://anaconda.org/conda-forge/platformio-core,,,3.0,, +549,dejavu,Audio fingerprinting and recognition.,Audio,,https://github.com/worldveil/dejavu,True,20,worldveil/dejavu,https://github.com/worldveil/dejavu,2013-11-19 02:50:35.000,2024-04-22 19:23:00.000,2020-06-03 05:58:03,1346.0,6325.0,23.0,103.0,136.0,146.0,MIT,,21.0,21.0,dejavu,conda-forge/dejavu,,,,https://pypi.org/project/dejavu,157.0,157.0,https://anaconda.org/conda-forge/dejavu,,,3.0,, +550,anaconda,Anaconda turns your Sublime Text 3 in a full featured Python development IDE.,Editor Plugins and IDEs,,https://github.com/DamnWidget/anaconda,True,20,DamnWidget/anaconda,https://github.com/DamnWidget/anaconda,2013-07-21 15:14:07.000,2022-08-12 18:54:06.000,2022-02-28 12:48:01,258.0,2210.0,89.0,177.0,616.0,994.0,GPL-3.0,,,,anaconda,conda-forge/anaconda,2022-03-01 21:02:36,2.3.0,88.0,https://pypi.org/project/anaconda,10882.0,10882.0,https://anaconda.org/conda-forge/anaconda,,,2.0,, +551,sandman2,Automated REST APIs for existing database-driven systems.,RESTful API,,https://github.com/jeffknupp/sandman2,True,20,jeffknupp/sandman2,https://github.com/jeffknupp/sandman2,2014-10-24 17:21:50.000,2024-05-06 17:05:12.000,2020-12-21 15:15:51,214.0,1983.0,23.0,37.0,52.0,250.0,Apache-2.0,,26.0,26.0,sandman2,conda-forge/sandman2,,,,https://pypi.org/project/sandman2,288.0,288.0,https://anaconda.org/conda-forge/sandman2,,,3.0,, +552,docxtpl,Editing a docx document by jinja2 template.,Specific Formats Processing,,https://github.com/elapouya/python-docx-template,True,20,elapouya/python-docx-template,https://github.com/elapouya/python-docx-template,2015-03-12 12:52:14.000,2024-05-01 14:56:15.000,2024-05-01 14:56:11,364.0,1872.0,57.0,116.0,328.0,388.0,LGPL-2.1,,2568.0,2568.0,python-docx-template,conda-forge/python-docx-template,,,,https://pypi.org/project/python-docx-template,,,https://anaconda.org/conda-forge/python-docx-template,,,3.0,, +553,delorean,A library for clearing up the inconvenient truths that arise dealing with datetimes.,Date and Time,,https://github.com/myusuf3/delorean,True,20,myusuf3/delorean/,https://github.com/myusuf3/delorean,2011-09-20 03:46:19.000,2023-02-03 20:21:32.000,2022-06-28 23:50:57,129.0,1843.0,,28.0,37.0,374.0,MIT,,1121.0,1121.0,,conda-forge/,2018-02-07 21:21:40,1.0.0,10.0,,,,https://anaconda.org/conda-forge/,,,3.0,, +554,wdb,An improbable web debugger through WebSockets.,Debugging Tools,,https://github.com/Kozea/wdb,True,20,Kozea/wdb,https://github.com/Kozea/wdb,2012-10-05 16:40:23.000,2022-12-06 14:33:43.000,2019-09-16 09:29:29,114.0,1571.0,22.0,30.0,79.0,658.0,GPL-3.0,,222.0,222.0,wdb,conda-forge/wdb,,,,https://pypi.org/project/wdb,6009.0,6009.0,https://anaconda.org/conda-forge/wdb,,,3.0,, +555,enaml,Creating beautiful user-interfaces with Declarative Syntax like QML.,GUI Development,,https://github.com/nucleic/enaml,True,20,nucleic/enaml,https://github.com/nucleic/enaml,2013-03-06 21:29:01.000,2024-04-24 13:41:08.000,2024-04-24 13:41:08,120.0,1515.0,39.0,44.0,197.0,,,,231.0,231.0,enaml,conda-forge/enaml,2023-11-20 17:38:11,0.17.0,16.0,https://pypi.org/project/enaml,3463.0,7015.0,https://anaconda.org/conda-forge/enaml,2023-11-20 21:08:49.218,166521.0,3.0,,779.0 +556,Open Mining,Business Intelligence (BI) in Pandas interface.,Data Analysis,,https://github.com/mining/mining,True,20,mining/mining,https://github.com/mining/mining,2014-01-23 19:20:01.000,2016-12-02 16:39:01.000,2016-12-02 16:39:00,230.0,1264.0,14.0,68.0,116.0,1232.0,MIT,,20.0,20.0,mining,conda-forge/mining,2016-02-02 02:00:14,0.2.2,3.0,https://pypi.org/project/mining,48.0,48.0,https://anaconda.org/conda-forge/mining,,,3.0,, +557,PyUserInput,A module for cross-platform control of the mouse and keyboard.,Hardware,,https://github.com/SavinaRoja/PyUserInput,True,20,SavinaRoja/PyUserInput,https://github.com/SavinaRoja/PyUserInput,2013-01-30 22:07:03.000,2021-09-08 08:22:02.000,2021-04-19 11:12:33,166.0,1070.0,21.0,72.0,30.0,225.0,GPL-3.0,,572.0,572.0,PyUserInput,conda-forge/PyUserInput,,,,https://pypi.org/project/PyUserInput,6611.0,6611.0,https://anaconda.org/conda-forge/PyUserInput,,,3.0,, +558,pickleDB,A simple and lightweight key-value store for Python.,Database,,https://github.com/patx/pickledb,True,20,patx/pickledb,https://github.com/patx/pickledb,2011-10-28 00:04:40.000,2023-06-16 16:14:51.365,2023-04-19 03:40:46,123.0,875.0,15.0,18.0,42.0,109.0,BSD-3-Clause,,1822.0,1822.0,pickledb,conda-forge/pickledb,,,1.0,https://pypi.org/project/pickledb,26798.0,26868.0,https://anaconda.org/conda-forge/pickledb,2023-06-16 16:14:51.365,4319.0,3.0,, +559,pycco,The literate-programming-style documentation generator.,Documentation,,https://github.com/pycco-docs/pycco,True,20,pycco-docs/pycco,https://github.com/pycco-docs/pycco,2010-06-29 07:02:31.000,2023-06-12 20:15:00.000,2019-12-20 19:59:49,137.0,842.0,36.0,31.0,28.0,222.0,,,326.0,326.0,pycco,conda-forge/pycco,2018-07-25 01:35:11,0.6.0,4.0,https://pypi.org/project/pycco,4411.0,4411.0,https://anaconda.org/conda-forge/pycco,,,3.0,, +560,devpi,PyPI server and packaging/testing/release tool.,Package Repositories,,https://github.com/devpi/devpi,True,20,devpi/devpi,https://github.com/devpi/devpi,2017-03-31 06:51:39.000,2024-04-20 08:22:20.000,2024-04-20 06:38:02,125.0,830.0,100.0,86.0,698.0,3241.0,,,254.0,254.0,devpi,conda-forge/devpi,,,,https://pypi.org/project/devpi,5291.0,5291.0,https://anaconda.org/conda-forge/devpi,,,1.0,, +561,pox,"A Python-based SDN control applications, such as OpenFlow SDN controllers.",Network Virtualization,,https://github.com/noxrepo/pox,True,20,noxrepo/pox,https://github.com/noxrepo/pox,2012-02-07 22:18:46.000,2024-01-28 08:42:48.754,2020-05-20 12:00:13,441.0,613.0,26.0,31.0,167.0,,Apache-2.0,,,,pox,conda-forge/pox,,,12.0,https://pypi.org/project/pox,16241539.0,16250590.0,https://anaconda.org/conda-forge/pox,2024-01-28 08:42:48.754,425406.0,3.0,, +562,Deform,Python HTML form generation library influenced by the formish form generation library.,Forms,,https://github.com/Pylons/deform,True,20,Pylons/deform,https://github.com/Pylons/deform,2011-02-16 06:29:46.000,2024-02-12 15:14:11.000,2023-11-15 19:00:14,158.0,412.0,101.0,46.0,135.0,,,,808.0,808.0,deform,conda-forge/deform,2020-12-15 23:27:03,2.0.15,7.0,https://pypi.org/project/deform,8865.0,8865.0,https://anaconda.org/conda-forge/deform,,,3.0,, +563,money,`Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange.,E-commerce,,https://github.com/carlospalol/money,True,20,carlospalol/money,https://github.com/carlospalol/money,2013-11-16 06:03:45.000,2023-04-08 19:03:59.000,2016-09-04 23:30:40,33.0,228.0,4.0,7.0,17.0,158.0,MIT,,328.0,328.0,money,conda-forge/money,,,,https://pypi.org/project/money,45297.0,45297.0,https://anaconda.org/conda-forge/money,,,2.0,, +564,python-patterns,A collection of design patterns in Python.,Algorithms and Design Patterns,,https://github.com/faif/python-patterns,True,19,faif/python-patterns,https://github.com/faif/python-patterns,2012-06-06 21:02:35.000,2024-05-08 07:47:08.000,2023-01-27 22:41:14,6628.0,39487.0,128.0,12.0,74.0,830.0,,,21.0,21.0,python-patterns,conda-forge/python-patterns,,,,https://pypi.org/project/python-patterns,33.0,33.0,https://anaconda.org/conda-forge/python-patterns,,,3.0,, +565,YouCompleteMe,Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.,Editor Plugins and IDEs,,https://github.com/ycm-core/YouCompleteMe,True,19,Valloric/YouCompleteMe,https://github.com/ycm-core/YouCompleteMe,2012-04-16 03:12:14.000,2024-04-22 13:29:29.000,2024-03-20 14:05:21,2709.0,25288.0,193.0,13.0,3209.0,3173.0,GPL-3.0,ycm-core/YouCompleteMe,,,YouCompleteMe,conda-forge/YouCompleteMe,,,,https://pypi.org/project/YouCompleteMe,,,https://anaconda.org/conda-forge/YouCompleteMe,,,3.0,, +566,PythonRobotics,This is a compilation of various robotics algorithms with visualizations.,Robotics,,https://github.com/AtsushiSakai/PythonRobotics,True,19,AtsushiSakai/PythonRobotics,https://github.com/AtsushiSakai/PythonRobotics,2016-03-21 09:34:43.000,2024-05-07 12:37:45.000,2024-05-07 12:37:44,5940.0,21816.0,125.0,13.0,334.0,1973.0,,,21.0,21.0,PythonRobotics,conda-forge/PythonRobotics,,,,https://pypi.org/project/PythonRobotics,,,https://anaconda.org/conda-forge/PythonRobotics,,,1.0,, +567,xonsh,"A Python-powered, cross-platform, Unix-gazing shell language and command prompt.",Shell,,https://github.com/xonsh/xonsh,True,19,xonsh/xonsh/,https://github.com/xonsh/xonsh,2015-01-21 22:05:27.000,2024-05-09 13:13:04.000,2024-05-09 13:13:03,615.0,8052.0,,265.0,2264.0,,,,675.0,675.0,,conda-forge/,2024-04-23 18:35:15,0.16.0,100.0,,,111.0,https://anaconda.org/conda-forge/,,,1.0,,10154.0 +568,saws,A Supercharged [aws-cli](https://github.com/aws/aws-cli).,Command-line Tools,,https://github.com/donnemartin/saws,True,19,donnemartin/saws,https://github.com/donnemartin/saws,2015-08-24 10:21:15.000,2024-04-02 14:14:38.000,2022-01-15 02:58:14,277.0,5195.0,8.0,32.0,62.0,1037.0,,,41.0,41.0,saws,conda-forge/saws,2017-04-09 03:32:28,0.4.2,8.0,https://pypi.org/project/saws,117.0,553.0,https://anaconda.org/conda-forge/saws,2023-06-16 16:15:42.651,25734.0,3.0,, +569,Pyston,A Python implementation using JIT techniques.,Implementations,,https://github.com/pyston/pyston_v1,True,19,dropbox/pyston,https://github.com/pyston/pyston_v1,2014-04-01 07:17:20.000,2021-05-07 15:23:26.000,2021-05-06 21:36:18,288.0,4900.0,,9.0,266.0,3.0,,pyston/pyston_v1,20.0,20.0,pyston,conda-forge/pyston,2021-05-07 15:23:26,master,10.0,https://pypi.org/project/pyston,647149.0,647193.0,https://anaconda.org/conda-forge/pyston,,,2.0,,5156.0 +570,ftfy,Makes Unicode text less broken and more consistent automagically.,Text Processing,,https://github.com/rspeer/python-ftfy,True,19,LuminosoInsight/python-ftfy,https://github.com/rspeer/python-ftfy,2012-08-24 16:14:59.000,2024-05-06 21:26:30.000,2024-03-15 22:39:59,117.0,3718.0,18.0,15.0,124.0,,,rspeer/python-ftfy,19162.0,19162.0,python-ftfy,conda-forge/python-ftfy,2021-08-23 21:02:05,6.0.3,2.0,https://pypi.org/project/python-ftfy,,,https://anaconda.org/conda-forge/python-ftfy,,,3.0,, +571,pyflame,A ptracing profiler For Python.,Debugging Tools,,https://github.com/uber-archive/pyflame,True,19,uber/pyflame,https://github.com/uber-archive/pyflame,2016-08-09 18:35:37.000,2023-06-16 16:09:40.113,2019-12-03 07:08:22,229.0,2981.0,22.0,24.0,53.0,299.0,Apache-2.0,uber-archive/pyflame,,,pyflame,conda-forge/pyflame,,,1.0,https://pypi.org/project/pyflame,9950.0,10269.0,https://anaconda.org/conda-forge/pyflame,2023-06-16 16:09:40.113,21733.0,3.0,, +572,spotlight,Deep recommender models using PyTorch.,Recommender Systems,,https://github.com/maciejkula/spotlight,True,19,maciejkula/spotlight,https://github.com/maciejkula/spotlight,2017-06-25 18:52:19.000,2022-12-21 23:38:02.000,2020-02-09 21:03:48,412.0,2944.0,11.0,62.0,48.0,299.0,MIT,,,,spotlight,conda-forge/spotlight,2019-09-08 10:19:53,0.1.6,7.0,https://pypi.org/project/spotlight,1115.0,1115.0,https://anaconda.org/conda-forge/spotlight,,,3.0,, +573,furl,A small Python library that makes parsing and manipulating URLs easy.,URL Manipulation,,https://github.com/gruns/furl,True,19,gruns/furl,https://github.com/gruns/furl,2011-11-17 01:08:16.000,2023-06-16 13:21:21.441,2022-08-01 04:59:34,147.0,2578.0,15.0,31.0,84.0,549.0,,,,,furl,conda-forge/furl,2021-04-12 19:04:56,2.1.2,15.0,https://pypi.org/project/furl,2521695.0,2526116.0,https://anaconda.org/conda-forge/furl,2023-06-16 13:21:21.441,362524.0,3.0,, +574,dateutil,Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.,Date and Time,,https://github.com/dateutil/dateutil,True,19,dateutil/dateutil,https://github.com/dateutil/dateutil,2014-11-19 18:56:16.000,2024-04-23 18:18:25.000,2024-03-01 18:28:13,470.0,2253.0,131.0,294.0,421.0,1590.0,,,,,dateutil,conda-forge/dateutil,2024-03-01 18:35:11,2.9.0.post0,20.0,https://pypi.org/project/dateutil,,319.0,https://anaconda.org/conda-forge/dateutil,,,3.0,-9.0,35099.0 +575,PyPattyrn,A simple yet effective library for implementing common design patterns.,Algorithms and Design Patterns,,https://github.com/tylerlaberge/PyPattyrn,True,19,tylerlaberge/PyPattyrn,https://github.com/tylerlaberge/PyPattyrn,2016-07-17 22:09:31.000,2022-07-02 08:28:47.000,2020-02-09 19:26:00,147.0,2214.0,4.0,,41.0,103.0,MIT,,48.0,48.0,PyPattyrn,conda-forge/PyPattyrn,2016-09-11 02:13:18,1.2,3.0,https://pypi.org/project/PyPattyrn,1442.0,1442.0,https://anaconda.org/conda-forge/PyPattyrn,,,3.0,, +576,bashplotlib,Making basic plots in the terminal.,Command-line Interface Development,,https://github.com/glamp/bashplotlib,True,19,glamp/bashplotlib,https://github.com/glamp/bashplotlib,2012-12-13 04:01:10.000,2023-06-16 16:09:47.560,2021-03-31 19:40:59,84.0,1828.0,20.0,18.0,11.0,210.0,MIT,,179.0,179.0,bashplotlib,conda-forge/bashplotlib,,,1.0,https://pypi.org/project/bashplotlib,4897.0,4971.0,https://anaconda.org/conda-forge/bashplotlib,2023-06-16 16:09:47.560,5050.0,3.0,, +577,shiv,"A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.",Distribution,,https://github.com/linkedin/shiv,True,19,linkedin/shiv,https://github.com/linkedin/shiv,2018-03-13 18:46:23.000,2024-02-28 19:44:41.000,2024-02-05 17:27:48,91.0,1692.0,41.0,43.0,77.0,,BSD-2-Clause,,,,shiv,conda-forge/shiv,2024-02-05 17:55:09,1.0.5,20.0,https://pypi.org/project/shiv,27177.0,27339.0,https://anaconda.org/conda-forge/shiv,2024-02-05 23:15:47.131,3144.0,3.0,,757.0 +578,matchering,A library for automated reference audio mastering.,Audio,,https://github.com/sergree/matchering,True,19,sergree/matchering,https://github.com/sergree/matchering,2018-09-28 19:21:01.000,2024-01-29 20:03:14.000,2024-01-29 20:03:14,141.0,1211.0,3.0,16.0,31.0,365.0,GPL-3.0,,38.0,38.0,matchering,conda-forge/matchering,2022-10-19 08:31:45,2.0.6,7.0,https://pypi.org/project/matchering,1630.0,1630.0,https://anaconda.org/conda-forge/matchering,,,3.0,, +579,ObsPy,A Python toolbox for seismology.,Science,,https://github.com/obspy/obspy,True,19,obspy/obspy/wiki/,https://github.com/obspy/obspy,2012-09-08 19:17:46.000,2024-05-08 09:58:47.000,2024-05-08 09:58:47,518.0,1123.0,,188.0,1545.0,15466.0,,obspy/obspy,,,,conda-forge/,2024-05-03 07:49:26,1.4.1,24.0,,,54.0,https://anaconda.org/conda-forge/,,,3.0,,7035.0 +580,mrq,A distributed worker task queue in Python using Redis & gevent.,Task Queues,,https://github.com/pricingassistant/mrq,True,19,pricingassistant/mrq,https://github.com/pricingassistant/mrq,2014-02-13 09:32:40.000,2023-06-13 19:16:57.000,2020-12-13 18:58:15,117.0,876.0,40.0,52.0,120.0,709.0,MIT,,32.0,32.0,mrq,conda-forge/mrq,2018-08-31 13:59:56,0.9.10,5.0,https://pypi.org/project/mrq,356.0,356.0,https://anaconda.org/conda-forge/mrq,,,3.0,, +581,Cartridge,A shopping cart app built using the Mezzanine.,E-commerce,,https://github.com/stephenmcd/cartridge,True,19,stephenmcd/cartridge,https://github.com/stephenmcd/cartridge,2010-08-22 00:36:43.000,2024-02-22 09:25:54.000,2024-02-22 09:25:54,288.0,698.0,76.0,23.0,128.0,1480.0,BSD-2-Clause,,,,cartridge,conda-forge/cartridge,2022-09-19 16:55:50,1.3.4,11.0,https://pypi.org/project/cartridge,592.0,592.0,https://anaconda.org/conda-forge/cartridge,,,3.0,, +582,scoop,Scalable Concurrent Operations in Python.,Concurrency and Parallelism,,https://github.com/soravux/scoop,True,19,soravux/scoop,https://github.com/soravux/scoop,2015-03-22 18:25:14.000,2023-03-17 14:55:03.000,2022-08-14 23:39:50,85.0,621.0,25.0,33.0,42.0,1022.0,LGPL-3.0,,418.0,418.0,scoop,conda-forge/scoop,,,,https://pypi.org/project/scoop,2143.0,2143.0,https://anaconda.org/conda-forge/scoop,,,1.0,, +583,Unipath,An object-oriented approach to file/directory operations.,Files,,https://github.com/mikeorr/Unipath,True,19,mikeorr/Unipath,https://github.com/mikeorr/Unipath,2013-01-28 04:38:28.000,2022-01-11 09:35:44.000,2015-02-14 18:30:08,39.0,513.0,6.0,6.0,11.0,49.0,,,9641.0,9641.0,Unipath,conda-forge/Unipath,,,,https://pypi.org/project/Unipath,54312.0,54312.0,https://anaconda.org/conda-forge/Unipath,,,3.0,, +584,pydal,A pure Python Database Abstraction Layer.,ORM,,https://github.com/web2py/pydal,True,19,web2py/pydal/,https://github.com/web2py/pydal,2014-12-05 20:51:28.000,2024-04-28 19:49:13.000,2024-04-28 19:48:56,133.0,477.0,,144.0,171.0,6821.0,BSD-3-Clause,,462.0,462.0,,conda-forge/,2020-03-21 18:13:47,20200321.1,29.0,,,,https://anaconda.org/conda-forge/,,,3.0,, +585,TimeSide,Open web audio processing framework.,Audio,,https://github.com/yomguy/TimeSide,True,19,Parisson/TimeSide,https://github.com/yomguy/TimeSide,2011-11-21 21:48:08.000,2023-10-24 10:20:08.000,2023-02-01 10:38:52,60.0,366.0,22.0,33.0,184.0,3728.0,AGPL-3.0,yomguy/TimeSide,17.0,17.0,TimeSide,conda-forge/TimeSide,2023-01-03 17:34:09,1.1.3,6.0,https://pypi.org/project/TimeSide,235.0,235.0,https://anaconda.org/conda-forge/TimeSide,,,3.0,, +586,wifi,A Python library and command line tool for working with WiFi on Linux.,Hardware,,https://github.com/rockymeza/wifi,True,19,rockymeza/wifi,https://github.com/rockymeza/wifi,2012-10-12 04:14:06.000,2020-03-28 10:55:42.000,2017-03-20 02:06:55,141.0,298.0,13.0,33.0,31.0,142.0,BSD-2-Clause,,623.0,623.0,wifi,conda-forge/wifi,,,,https://pypi.org/project/wifi,8590.0,8590.0,https://anaconda.org/conda-forge/wifi,,,3.0,, +587,queries,A wrapper of the psycopg2 library for interacting with PostgreSQL.,Database Drivers,,https://github.com/gmr/queries,True,19,gmr/queries,https://github.com/gmr/queries,2012-08-24 16:12:55.000,2021-11-16 15:05:15.000,2021-11-16 15:02:24,33.0,259.0,12.0,4.0,14.0,337.0,BSD-3-Clause,,133.0,133.0,queries,conda-forge/queries,2018-01-29 19:13:34,2.0.0,1.0,https://pypi.org/project/queries,3304.0,3304.0,https://anaconda.org/conda-forge/queries,,,3.0,, +588,funNLP,A collection of tools and datasets for Chinese NLP.,Natural Language Processing,,https://github.com/fighting41love/funNLP,True,18,fighting41love/funNLP,https://github.com/fighting41love/funNLP,2018-08-21 11:20:39.000,2024-03-06 12:50:47.000,2023-08-24 08:47:15,13578.0,64390.0,13.0,24.0,47.0,159.0,,,,,funNLP,conda-forge/funNLP,,,,https://pypi.org/project/funNLP,24.0,24.0,https://anaconda.org/conda-forge/funNLP,,,3.0,, +589,Grumpy,More compiler than interpreter as more powerful CPython2.7 replacement (alpha).,Implementations,,https://github.com/google/grumpy,True,18,google/grumpy,https://github.com/google/grumpy,2016-12-21 17:49:01.000,2022-01-18 09:01:43.000,2017-11-22 02:08:58,629.0,10553.0,30.0,59.0,80.0,331.0,Apache-2.0,,21.0,21.0,grumpy,conda-forge/grumpy,,,,https://pypi.org/project/grumpy,,,https://anaconda.org/conda-forge/grumpy,,,3.0,, +590,MonkeyType,A system for Python that generates static type annotations by collecting runtime types.,Code Analysis,,https://github.com/Instagram/MonkeyType,True,18,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,2017-07-11 00:19:00.000,2024-05-07 15:21:28.000,2024-05-07 15:21:20,170.0,4551.0,50.0,45.0,138.0,,,,,,MonkeyType,conda-forge/MonkeyType,,,16.0,https://pypi.org/project/MonkeyType,231263.0,232034.0,https://anaconda.org/conda-forge/MonkeyType,2023-06-16 16:09:34.593,58628.0,3.0,, +591,coala,Language independent and easily extendable code analysis application.,Code Analysis,,https://github.com/coala/coala,True,18,coala/coala/,https://github.com/coala/coala,2014-05-15 11:35:34.000,2024-02-05 04:33:35.000,2021-06-11 17:11:55,1291.0,3520.0,,658.0,2374.0,4487.0,AGPL-3.0,,13.0,13.0,,conda-forge/,2017-05-22 15:58:37,0.11.0,17.0,,,1.0,https://anaconda.org/conda-forge/,,,3.0,,179.0 +592,toapi,Every web site provides APIs.,Web Content Extracting,,https://github.com/elliotgao2/toapi,True,18,gaojiuli/toapi,https://github.com/elliotgao2/toapi,2017-11-27 08:40:55.000,2022-07-05 22:11:04.000,2021-06-28 01:58:45,237.0,3473.0,12.0,6.0,48.0,462.0,MIT,elliotgao2/toapi,19.0,19.0,toapi,conda-forge/toapi,,,,https://pypi.org/project/toapi,234.0,234.0,https://anaconda.org/conda-forge/toapi,,,3.0,, +593,fn.py,Functional programming in Python: implementation of missing features to enjoy FP.,Functional Programming,,https://github.com/kachayev/fn.py,True,18,kachayev/fn.py,https://github.com/kachayev/fn.py,2013-01-13 15:06:02.000,2022-08-30 14:08:21.000,2014-10-13 16:51:28,187.0,3336.0,18.0,24.0,26.0,241.0,,,492.0,492.0,fn.py,conda-forge/fn.py,,,,https://pypi.org/project/fn.py,1029.0,1029.0,https://anaconda.org/conda-forge/fn.py,,,3.0,, +594,SimpleCV,An open source framework for building computer vision applications.,Computer Vision,,https://github.com/sightmachine/SimpleCV,True,18,sightmachine/SimpleCV,https://github.com/sightmachine/SimpleCV,2011-08-16 18:04:07.000,2023-01-14 22:21:12.000,2015-04-07 13:42:39,759.0,2668.0,104.0,73.0,254.0,2625.0,BSD-3-Clause,,,,SimpleCV,conda-forge/SimpleCV,,,,https://pypi.org/project/SimpleCV,990.0,990.0,https://anaconda.org/conda-forge/SimpleCV,,,3.0,, +595,bpython,A fancy interface to the Python interpreter.,Interactive Interpreter,,https://github.com/bpython/bpython,True,18,bpython/bpython,https://github.com/bpython/bpython,2014-07-04 22:26:05.000,2024-04-30 13:50:08.000,2024-04-29 11:30:34,233.0,2560.0,135.0,139.0,654.0,,,,,,bpython,conda-forge/bpython,2023-08-05 09:17:15,0.24-release,18.0,https://pypi.org/project/bpython,161580.0,163517.0,https://anaconda.org/conda-forge/bpython,2023-10-07 06:17:08.699,89147.0,3.0,, +596,PTVS,Python Tools for Visual Studio.,Editor Plugins and IDEs,,https://github.com/microsoft/PTVS,True,18,Microsoft/PTVS,https://github.com/microsoft/PTVS,2015-03-18 22:30:53.000,2024-05-07 18:15:08.000,2024-05-03 13:51:47,664.0,2509.0,84.0,97.0,4846.0,,Apache-2.0,,,,PTVS,conda-forge/PTVS,2017-01-24 17:59:47,2.2.6,34.0,https://pypi.org/project/PTVS,,318.0,https://anaconda.org/conda-forge/PTVS,,,3.0,,34377.0 +597,kube-shell,An integrated shell for working with the Kubernetes CLI.,Command-line Tools,,https://github.com/cloudnativelabs/kube-shell,True,18,cloudnativelabs/kube-shell,https://github.com/cloudnativelabs/kube-shell,2017-06-15 05:30:19.000,2022-11-02 12:34:48.000,2018-09-19 08:36:55,174.0,2372.0,6.0,58.0,12.0,76.0,Apache-2.0,,16.0,16.0,kube-shell,conda-forge/kube-shell,2017-07-11 17:37:14,0.0.21,1.0,https://pypi.org/project/kube-shell,315.0,323.0,https://anaconda.org/conda-forge/kube-shell,,,3.0,,729.0 +598,fake2db,Fake database generator.,Testing,,https://github.com/emirozer/fake2db,True,18,emirozer/fake2db,https://github.com/emirozer/fake2db,2014-02-18 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00,119.0,2256.0,18.0,7.0,15.0,242.0,GPL-2.0,,25.0,25.0,fake2db,conda-forge/fake2db,2019-03-09 13:53:12,1.0.0,2.0,https://pypi.org/project/fake2db,160.0,160.0,https://anaconda.org/conda-forge/fake2db,,,3.0,, +599,langid.py,Stand-alone language identification system.,Natural Language Processing,,https://github.com/saffsd/langid.py,True,18,saffsd/langid.py,https://github.com/saffsd/langid.py,2011-04-29 00:16:56.000,2020-01-01 10:49:30.000,2017-07-15 02:49:17,298.0,2248.0,9.0,25.0,47.0,242.0,,,11105.0,11105.0,langid.py,conda-forge/langid.py,,,,https://pypi.org/project/langid.py,,,https://anaconda.org/conda-forge/langid.py,,,3.0,, +600,PyFilesystem2,Python's filesystem abstraction layer.,Files,,https://github.com/PyFilesystem/pyfilesystem2,True,18,pyfilesystem/pyfilesystem2,https://github.com/PyFilesystem/pyfilesystem2,2016-10-14 15:05:27.000,2024-04-15 23:37:20.000,2022-10-18 10:59:07,172.0,1952.0,47.0,88.0,274.0,785.0,MIT,,,,pyfilesystem2,conda-forge/pyfilesystem2,2022-05-02 09:26:12,2.4.16,50.0,https://pypi.org/project/pyfilesystem2,,,https://anaconda.org/conda-forge/pyfilesystem2,,,3.0,, +601,Optimus,Agile Data Science Workflows made easy with PySpark.,Data Analysis,,https://github.com/hi-primus/optimus,True,18,ironmussa/Optimus,https://github.com/hi-primus/optimus,2017-07-13 02:31:18.000,2024-05-06 14:09:25.000,2023-05-19 04:32:00,229.0,1446.0,24.0,9.0,209.0,1.0,Apache-2.0,hi-primus/optimus,,,Optimus,conda-forge/Optimus,2020-07-19 03:05:40,2.2.32,87.0,https://pypi.org/project/Optimus,5960.0,5960.0,https://anaconda.org/conda-forge/Optimus,,,3.0,, +602,pyannotate,Auto-generate PEP-484 annotations.,Code Analysis,,https://github.com/dropbox/pyannotate,True,18,dropbox/pyannotate,https://github.com/dropbox/pyannotate,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000,2021-10-12 20:53:49,57.0,1414.0,17.0,27.0,33.0,95.0,Apache-2.0,,133.0,133.0,pyannotate,conda-forge/pyannotate,,,,https://pypi.org/project/pyannotate,6097.0,6097.0,https://anaconda.org/conda-forge/pyannotate,,,3.0,, +603,tensorrec,A Recommendation Engine Framework in TensorFlow.,Recommender Systems,,https://github.com/jfkirk/tensorrec,True,18,jfkirk/tensorrec,https://github.com/jfkirk/tensorrec,2017-02-28 18:51:11.000,2023-05-22 21:34:54.000,2020-02-04 21:10:25,220.0,1257.0,9.0,36.0,90.0,334.0,Apache-2.0,,34.0,34.0,tensorrec,conda-forge/tensorrec,,,,https://pypi.org/project/tensorrec,385.0,385.0,https://anaconda.org/conda-forge/tensorrec,,,3.0,, +604,fastFM,A library for Factorization Machines.,Recommender Systems,,https://github.com/ibayer/fastFM,True,18,ibayer/fastFM,https://github.com/ibayer/fastFM,2014-10-27 12:25:51.000,2022-07-17 13:12:39.000,2021-03-24 12:22:31,197.0,1067.0,20.0,46.0,61.0,297.0,,,121.0,121.0,fastFM,conda-forge/fastFM,2017-11-22 16:13:16,0.2.11,10.0,https://pypi.org/project/fastFM,503.0,508.0,https://anaconda.org/conda-forge/fastFM,,,3.0,,605.0 +605,geojson,Python bindings and utilities for GeoJSON.,Geolocation,,https://github.com/jazzband/geojson,True,18,frewsxcv/python-geojson,https://github.com/jazzband/geojson,2011-07-01 20:39:48.000,2024-04-01 17:38:38.000,2024-03-25 14:43:57,117.0,881.0,56.0,24.0,74.0,,BSD-3-Clause,jazzband/geojson,17132.0,17132.0,python-geojson,conda-forge/python-geojson,,,,https://pypi.org/project/python-geojson,,,https://anaconda.org/conda-forge/python-geojson,,,3.0,, +606,tinytag,"A library for reading music meta data of MP3, OGG, FLAC and Wave files.",Audio,,https://github.com/devsnd/tinytag,True,18,devsnd/tinytag,https://github.com/devsnd/tinytag,2014-01-27 15:27:01.000,2024-05-05 08:49:40.000,2024-05-05 08:48:44,98.0,667.0,26.0,6.0,105.0,545.0,MIT,,,,tinytag,conda-forge/tinytag,,,,https://pypi.org/project/tinytag,28108.0,28108.0,https://anaconda.org/conda-forge/tinytag,,,3.0,, +607,python-nameparser,Parsing human names into their individual components.,Text Processing,,https://github.com/derek73/python-nameparser,True,18,derek73/python-nameparser,https://github.com/derek73/python-nameparser,2014-04-02 03:31:21.000,2023-11-27 21:25:31.000,2023-09-21 00:05:34,102.0,637.0,23.0,27.0,85.0,409.0,,,1373.0,1373.0,python-nameparser,conda-forge/python-nameparser,2023-09-21 00:11:06,1.1.3,37.0,https://pypi.org/project/python-nameparser,,,https://anaconda.org/conda-forge/python-nameparser,,,3.0,, +608,awesome-slugify,A Python slugify library that can preserve unicode.,Text Processing,,https://github.com/voronind/awesome-slugify,True,18,dimka665/awesome-slugify,https://github.com/voronind/awesome-slugify,2013-10-19 02:58:27.000,2023-06-16 13:15:53.669,2017-01-20 20:45:25,42.0,483.0,11.0,13.0,11.0,96.0,,voronind/awesome-slugify,3386.0,3386.0,awesome-slugify,conda-forge/awesome-slugify,2014-04-08 01:58:27,1.4,1.0,https://pypi.org/project/awesome-slugify,43281.0,44007.0,https://anaconda.org/conda-forge/awesome-slugify,2023-06-16 13:15:53.669,70518.0,3.0,, +609,Kotti,"A high-level, Pythonic web application framework built on Pyramid.",CMS,,https://github.com/Kotti/Kotti,True,18,Kotti/Kotti,https://github.com/Kotti/Kotti,2011-01-28 15:42:02.000,2023-09-18 07:31:51.000,2022-07-03 18:00:41,115.0,410.0,66.0,42.0,166.0,2993.0,,,229.0,229.0,Kotti,conda-forge/Kotti,,,,https://pypi.org/project/Kotti,1015.0,1015.0,https://anaconda.org/conda-forge/Kotti,,,3.0,, +610,manhole,Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.,Debugging Tools,,https://github.com/ionelmc/python-manhole,True,18,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,2013-06-26 21:49:34.000,2023-12-18 17:23:41.000,2023-12-18 17:23:36,23.0,365.0,11.0,7.0,15.0,498.0,BSD-2-Clause,,279.0,279.0,python-manhole,conda-forge/python-manhole,2021-03-24 19:56:29,1.7.0,14.0,https://pypi.org/project/python-manhole,7.0,7.0,https://anaconda.org/conda-forge/python-manhole,,,3.0,, +611,mocket,A socket mock framework with gevent/asyncio/SSL support.,Testing,,https://github.com/mindflayer/python-mocket,True,18,mindflayer/python-mocket,https://github.com/mindflayer/python-mocket,2013-04-30 07:44:28.000,2024-05-08 10:38:24.000,2024-05-08 10:38:24,40.0,274.0,27.0,3.0,75.0,,BSD-3-Clause,,95.0,95.0,python-mocket,conda-forge/python-mocket,2024-04-26 18:03:28,3.12.6,75.0,https://pypi.org/project/python-mocket,,,https://anaconda.org/conda-forge/python-mocket,,,3.0,, +612,DottedDict,A library that provides a method of accessing lists and dicts with a dotted path notation.,Built-in Classes Enhancement,,https://github.com/carlosescri/DottedDict,True,18,carlosescri/DottedDict,https://github.com/carlosescri/DottedDict,2014-03-07 18:29:00.000,2023-02-27 22:31:32.000,2015-10-30 10:12:43,22.0,178.0,4.0,7.0,2.0,32.0,MIT,,99.0,99.0,DottedDict,conda-forge/DottedDict,2015-10-30 10:15:17,0.1.8,6.0,https://pypi.org/project/DottedDict,198.0,198.0,https://anaconda.org/conda-forge/DottedDict,,,3.0,,101.0 +613,jedi-vim,Vim bindings for the Jedi auto-completion library for Python.,Editor Plugins and IDEs,,https://github.com/davidhalter/jedi-vim,True,17,davidhalter/jedi-vim,https://github.com/davidhalter/jedi-vim,2012-09-18 14:14:29.000,2023-12-30 00:15:15.000,2023-12-30 00:15:14,364.0,5243.0,98.0,23.0,762.0,938.0,MIT,,20.0,20.0,jedi-vim,conda-forge/jedi-vim,,,,https://pypi.org/project/jedi-vim,,,https://anaconda.org/conda-forge/jedi-vim,,,3.0,, +614,doitlive,A tool for live presentations in the terminal.,Command-line Tools,,https://github.com/sloria/doitlive,True,17,sloria/doitlive,https://github.com/sloria/doitlive,2014-06-16 02:39:29.000,2024-05-07 16:35:46.000,2024-05-07 16:35:45,97.0,3404.0,21.0,10.0,39.0,,MIT,,20.0,20.0,doitlive,conda-forge/doitlive,,,,https://pypi.org/project/doitlive,327.0,327.0,https://anaconda.org/conda-forge/doitlive,,,3.0,, +615,percol,Adds flavor of interactive selection to the traditional pipe concept on UNIX.,Command-line Tools,,https://github.com/mooz/percol,True,17,mooz/percol,https://github.com/mooz/percol,2011-02-27 17:08:29.000,2023-12-30 17:17:12.000,2019-07-23 23:48:07,141.0,3280.0,36.0,36.0,29.0,409.0,,,34.0,34.0,percol,conda-forge/percol,2015-03-18 06:07:52,0.1.0,1.0,https://pypi.org/project/percol,660.0,660.0,https://anaconda.org/conda-forge/percol,,,3.0,, +616,python-ds,A collection of data structure and algorithms for coding interviews.,Algorithms and Design Patterns,,https://github.com/prabhupant/python-ds,True,17,prabhupant/python-ds,https://github.com/prabhupant/python-ds,2019-07-29 02:48:57.000,2024-04-06 07:43:21.000,2024-04-06 07:43:16,579.0,2697.0,107.0,2.0,89.0,686.0,MIT,,,,python-ds,conda-forge/python-ds,,,,https://pypi.org/project/python-ds,31.0,31.0,https://anaconda.org/conda-forge/python-ds,,,3.0,, +617,python-readability,Fast Python port of arc90's readability tool.,Web Content Extracting,,https://github.com/buriy/python-readability,True,17,buriy/python-readability,https://github.com/buriy/python-readability,2011-05-02 18:51:48.000,2023-06-17 17:10:57.000,2023-06-17 17:10:57,347.0,2571.0,42.0,38.0,66.0,234.0,Apache-2.0,,,,python-readability,conda-forge/python-readability,2020-07-04 01:05:38,0.8.1,8.0,https://pypi.org/project/python-readability,,,https://anaconda.org/conda-forge/python-readability,,,3.0,, +618,jet-bridge,Admin panel framework for any application with nice UI (ex Jet Django).,Admin Panels,,https://github.com/jet-admin/jet-bridge,True,17,jet-admin/jet-bridge,https://github.com/jet-admin/jet-bridge,2018-12-26 10:27:33.000,2024-05-07 19:45:44.000,2024-05-07 19:44:19,146.0,1573.0,4.0,7.0,14.0,1591.0,MIT,,,,jet-bridge,conda-forge/jet-bridge,,,,https://pypi.org/project/jet-bridge,938.0,938.0,https://anaconda.org/conda-forge/jet-bridge,,,3.0,, +619,python-jose,A JOSE implementation in Python.,Authentication,,https://github.com/mpdavis/python-jose,True,17,mpdavis/python-jose/,https://github.com/mpdavis/python-jose,2015-04-20 19:19:35.000,2024-05-07 14:01:58.000,2023-05-03 16:54:16,224.0,1485.0,,76.0,78.0,657.0,MIT,,,,,conda-forge/,2021-06-05 03:28:11,3.3.0,28.0,,,,https://anaconda.org/conda-forge/,,,3.0,, +620,cuisine,Chef-like functionality for Fabric.,DevOps Tools,,https://github.com/sebastien/cuisine,True,17,sebastien/cuisine,https://github.com/sebastien/cuisine,2011-02-28 20:26:37.000,2023-03-06 02:23:39.000,2023-03-06 02:23:18,155.0,1257.0,57.0,26.0,80.0,,,,194.0,194.0,cuisine,conda-forge/cuisine,,,,https://pypi.org/project/cuisine,526.0,526.0,https://anaconda.org/conda-forge/cuisine,,,3.0,, +621,mixer,"Another fixtures replacement. Supports Django, Flask, SQLAlchemy, Peewee and etc.",Testing,,https://github.com/klen/mixer,True,17,klen/mixer,https://github.com/klen/mixer,2013-05-19 13:49:50.000,2024-03-08 09:29:07.000,2022-03-23 14:37:36,93.0,930.0,43.0,37.0,49.0,860.0,,,,,mixer,conda-forge/mixer,,,1.0,https://pypi.org/project/mixer,119441.0,119478.0,https://anaconda.org/conda-forge/mixer,2023-08-29 11:10:39.264,341.0,3.0,, +622,SuperSQLite,A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw).,Database Drivers,,https://github.com/plasticityai/supersqlite,True,17,plasticityai/supersqlite,https://github.com/plasticityai/supersqlite,2018-11-09 08:20:26.000,2020-05-09 09:06:06.000,2019-08-27 13:16:09,24.0,719.0,2.0,6.0,1.0,221.0,MIT,,10.0,10.0,supersqlite,conda-forge/supersqlite,2018-11-22 02:36:13,0.0.78,56.0,https://pypi.org/project/supersqlite,256.0,256.0,https://anaconda.org/conda-forge/supersqlite,,,3.0,, +623,lassie,Web Content Retrieval for Humans.,Web Content Extracting,,https://github.com/michaelhelmick/lassie,True,17,michaelhelmick/lassie,https://github.com/michaelhelmick/lassie,2013-07-30 20:41:39.000,2022-07-30 23:22:33.000,2021-08-20 14:32:48,47.0,600.0,15.0,10.0,29.0,,MIT,,42.0,42.0,lassie,conda-forge/lassie,2021-08-20 14:33:12,0.11.11,22.0,https://pypi.org/project/lassie,1510.0,1510.0,https://anaconda.org/conda-forge/lassie,,,3.0,, +624,bccb,Collection of useful code related to biological analysis.,Science,,https://github.com/chapmanb/bcbb,True,17,chapmanb/bcbb,https://github.com/chapmanb/bcbb,2008-12-09 21:05:22.000,2024-01-29 13:59:57.000,2024-01-29 13:59:34,229.0,594.0,35.0,17.0,62.0,1488.0,,,319.0,319.0,bcbb,conda-forge/bcbb,,,,https://pypi.org/project/bcbb,,,https://anaconda.org/conda-forge/bcbb,,,3.0,, +625,modernize,Modernizes Python code for eventual Python 3 migration.,Compatibility,,https://github.com/PyCQA/modernize,True,17,PyCQA/modernize,https://github.com/PyCQA/modernize,2013-08-29 02:53:54.000,2024-04-29 23:31:50.000,2021-01-11 16:55:58,48.0,347.0,32.0,46.0,85.0,433.0,,,,,modernize,conda-forge/modernize,,,5.0,https://pypi.org/project/modernize,52809.0,53179.0,https://anaconda.org/conda-forge/modernize,2023-06-16 13:25:40.323,31520.0,1.0,, +626,pagan,Retro identicon (Avatar) generation based on input string and hash.,Image Processing,,https://github.com/daboth/pagan,True,17,daboth/pagan,https://github.com/daboth/pagan,2014-11-30 12:13:28.000,2022-11-30 21:35:49.000,2022-11-30 21:35:32,43.0,299.0,11.0,4.0,4.0,72.0,GPL-2.0,,90.0,90.0,pagan,conda-forge/pagan,2022-11-30 21:36:12,0.4.4,3.0,https://pypi.org/project/pagan,234.0,234.0,https://anaconda.org/conda-forge/pagan,,,3.0,, +627,hot-redis,Rich Python data types for Redis.,ORM,,https://github.com/stephenmcd/hot-redis,True,17,stephenmcd/hot-redis,https://github.com/stephenmcd/hot-redis,2013-10-22 10:15:34.000,2024-04-03 17:50:55.000,2018-10-16 00:28:23,30.0,289.0,6.0,6.0,5.0,159.0,BSD-2-Clause,,29.0,29.0,hot-redis,conda-forge/hot-redis,,,,https://pypi.org/project/hot-redis,555.0,555.0,https://anaconda.org/conda-forge/hot-redis,,,3.0,, +628,valideer,Lightweight extensible data validation and adaptation library.,Data Validation,,https://github.com/podio/valideer,True,17,podio/valideer,https://github.com/podio/valideer,2012-07-25 12:33:39.000,2023-06-16 13:17:05.198,2023-01-05 10:28:14,23.0,264.0,9.0,4.0,11.0,91.0,MIT,,70.0,70.0,valideer,conda-forge/valideer,,,1.0,https://pypi.org/project/valideer,6550.0,6772.0,https://anaconda.org/conda-forge/valideer,2023-06-16 13:17:05.198,21565.0,3.0,, +629,python-jwt,A module for generating and verifying JSON Web Tokens.,Authentication,,https://github.com/davedoesdev/python-jwt,True,17,davedoesdev/python-jwt,https://github.com/davedoesdev/python-jwt,2013-09-30 08:03:49.000,2023-11-13 07:55:37.000,2023-11-13 07:55:27,27.0,219.0,5.0,,17.0,169.0,MIT,,,,python-jwt,conda-forge/python-jwt,,,,https://pypi.org/project/python-jwt,214809.0,214809.0,https://anaconda.org/conda-forge/python-jwt,,,3.0,, +630,pytext,A natural language modeling framework based on PyTorch.,Natural Language Processing,,https://github.com/facebookresearch/pytext,True,16,facebookresearch/pytext,https://github.com/facebookresearch/pytext,2018-07-31 23:40:46.000,2022-10-17 19:55:31.000,2022-10-17 19:51:05,788.0,6349.0,234.0,61.0,74.0,,,,21.0,21.0,pytext,conda-forge/pytext,2020-06-08 23:30:58,0.3.3,9.0,https://pypi.org/project/pytext,,5.0,https://anaconda.org/conda-forge/pytext,,,3.0,,358.0 +631,Stream Framework,Building news feed and notification systems using Cassandra and Redis.,News Feed,,https://github.com/tschellenbach/Stream-Framework,True,16,tschellenbach/Stream-Framework,https://github.com/tschellenbach/Stream-Framework,2012-08-08 13:11:08.000,2023-06-02 08:14:24.000,2020-07-15 12:01:04,525.0,4722.0,26.0,66.0,120.0,1508.0,,,,,Stream-Framework,conda-forge/Stream-Framework,,,,https://pypi.org/project/Stream-Framework,689.0,689.0,https://anaconda.org/conda-forge/Stream-Framework,,,3.0,, +632,PeachPy,x86-64 assembler embedded in Python.,Implementations,,https://github.com/Maratyszcza/PeachPy,True,16,Maratyszcza/PeachPy,https://github.com/Maratyszcza/PeachPy,2015-01-26 06:32:48.000,2023-09-25 15:52:52.000,2022-11-13 17:08:27,155.0,1950.0,25.0,24.0,65.0,379.0,,,17.0,17.0,PeachPy,conda-forge/PeachPy,,,,https://pypi.org/project/PeachPy,50.0,50.0,https://anaconda.org/conda-forge/PeachPy,,,3.0,, +633,Pyjion,A JIT for Python based upon CoreCLR.,Implementations,,https://github.com/microsoft/Pyjion,True,16,Microsoft/Pyjion,https://github.com/microsoft/Pyjion,2015-09-16 22:26:12.000,2023-06-18 08:40:50.898,2020-11-16 21:35:53,67.0,1595.0,19.0,38.0,76.0,582.0,MIT,,,,Pyjion,conda-forge/Pyjion,,,1.0,https://pypi.org/project/Pyjion,1335.0,1361.0,https://anaconda.org/conda-forge/Pyjion,2023-06-18 08:40:50.898,725.0,3.0,, +634,Plan,Writing crontab file in Python like a charm.,Job Scheduler,,https://github.com/fengsp/plan,True,16,fengsp/plan,https://github.com/fengsp/plan,2014-05-27 06:35:31.000,2022-07-16 22:44:50.000,2020-05-14 03:02:37,91.0,1167.0,7.0,1.0,8.0,101.0,,,86.0,86.0,plan,conda-forge/plan,,,,https://pypi.org/project/plan,2198.0,2198.0,https://anaconda.org/conda-forge/plan,,,3.0,, +635,merchant,A Django app to accept payments from various payment processors.,E-commerce,,https://github.com/agiliq/merchant,True,16,agiliq/merchant,https://github.com/agiliq/merchant,2010-09-29 11:30:58.000,2022-07-08 19:12:50.000,2015-07-08 05:29:26,162.0,1021.0,49.0,23.0,42.0,684.0,BSD-3-Clause,,28.0,28.0,merchant,conda-forge/merchant,,,4.0,https://pypi.org/project/merchant,1.0,1.0,https://anaconda.org/conda-forge/merchant,,,3.0,, +636,nude.py,Nudity detection.,Image Processing,,https://github.com/hhatto/nude.py,True,16,hhatto/nude.py,https://github.com/hhatto/nude.py,2013-06-09 06:55:55.000,2020-11-23 13:49:32.000,2020-11-23 13:49:02,132.0,923.0,12.0,8.0,4.0,79.0,MIT,,3622.0,3622.0,nude.py,conda-forge/nude.py,,,,https://pypi.org/project/nude.py,,,https://anaconda.org/conda-forge/nude.py,,,3.0,, +637,feincms,One of the most advanced Content Management Systems built on Django.,CMS,,https://github.com/feincms/feincms,True,16,feincms/feincms,https://github.com/feincms/feincms,2009-01-27 20:34:16.000,2024-04-18 08:11:38.000,2024-04-18 08:11:15,214.0,907.0,138.0,25.0,415.0,,BSD-3-Clause,,,,feincms,conda-forge/feincms,,,,https://pypi.org/project/feincms,6612.0,6612.0,https://anaconda.org/conda-forge/feincms,,,3.0,, +638,Chronyk,A Python 3 library for parsing human-written times and dates.,Date and Time,,https://github.com/KoffeinFlummi/Chronyk,True,16,KoffeinFlummi/Chronyk,https://github.com/KoffeinFlummi/Chronyk,2014-09-14 10:51:14.000,2019-12-08 05:50:11.000,2015-08-02 15:04:40,16.0,342.0,3.0,5.0,5.0,80.0,MIT,,31.0,31.0,Chronyk,conda-forge/Chronyk,2015-08-02 14:50:24,1.0.1,2.0,https://pypi.org/project/Chronyk,343.0,343.0,https://anaconda.org/conda-forge/Chronyk,,,3.0,, +639,GeoIP,Python API for MaxMind GeoIP Legacy Database.,Geolocation,,https://github.com/maxmind/geoip-api-python,True,16,maxmind/geoip-api-python,https://github.com/maxmind/geoip-api-python,2012-06-19 19:37:34.000,2021-02-11 20:04:43.000,2021-02-11 20:04:39,51.0,233.0,12.0,,19.0,,LGPL-2.1,,1585.0,1585.0,geoip-api-python,conda-forge/geoip-api-python,2014-08-22 15:01:13,1.3.2,8.0,https://pypi.org/project/geoip-api-python,,,https://anaconda.org/conda-forge/geoip-api-python,,,3.0,, +640,memory_profiler,Monitor Memory usage of Python code.,Debugging Tools,,https://github.com/fabianp/memory_profiler,True,16,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,2016-05-26 17:45:08.632,2023-06-16 13:17:34.885,2018-06-28 13:35:12,13.0,89.0,62.0,,,500.0,,,,,memory_profiler,conda-forge/memory_profiler,,,12.0,https://pypi.org/project/memory_profiler,1530302.0,1537415.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,682853.0,3.0,, +641,ultrajson,A fast JSON decoder and encoder written in C with Python bindings.,Serialization,,https://github.com/ultrajson/ultrajson,True,15,esnme/ultrajson,https://github.com/ultrajson/ultrajson,2011-02-27 20:00:51.000,2024-04-29 11:56:45.000,2024-04-01 18:02:10,340.0,4252.0,88.0,24.0,318.0,,,ultrajson/ultrajson,,,ultrajson,conda-forge/ultrajson,2023-12-10 22:35:14,5.9.0,25.0,https://pypi.org/project/ultrajson,,,https://anaconda.org/conda-forge/ultrajson,,,3.0,, +642,typeshed,"Collection of library stubs for Python, with static types.",Code Analysis,,https://github.com/python/typeshed,True,15,python/typeshed,https://github.com/python/typeshed,2015-03-05 04:51:28.000,2024-05-09 12:52:34.000,2024-05-09 02:32:21,1632.0,4090.0,1426.0,180.0,2258.0,,,,,,typeshed,conda-forge/typeshed,,,,https://pypi.org/project/typeshed,,,https://anaconda.org/conda-forge/typeshed,,,3.0,, +643,warehouse,Next generation Python Package Repository (PyPI).,Package Repositories,,https://github.com/pypi/warehouse,True,15,pypa/warehouse,https://github.com/pypi/warehouse,2013-03-30 19:03:53.000,2024-05-09 14:06:23.000,2024-05-09 14:06:05,888.0,3474.0,382.0,424.0,2811.0,,Apache-2.0,pypi/warehouse,,,warehouse,conda-forge/warehouse,,,,https://pypi.org/project/warehouse,,,https://anaconda.org/conda-forge/warehouse,,,2.0,, +644,sortedcontainers,Fast and pure-Python implementation of sorted collections.,Algorithms and Design Patterns,,https://github.com/grantjenks/python-sortedcontainers,True,15,grantjenks/python-sortedcontainers,https://github.com/grantjenks/python-sortedcontainers,2014-02-24 17:44:20.000,2024-03-08 17:47:09.000,2024-03-01 23:03:38,194.0,3241.0,24.0,17.0,166.0,656.0,,,,,python-sortedcontainers,conda-forge/python-sortedcontainers,2019-03-05 21:20:36,2.1.0,1.0,https://pypi.org/project/python-sortedcontainers,,,https://anaconda.org/conda-forge/python-sortedcontainers,,,3.0,, +645,Box,Python dictionaries with advanced dot notation access.,Built-in Classes Enhancement,,https://github.com/cdgriffith/Box,True,15,cdgriffith/Box,https://github.com/cdgriffith/Box,2017-03-11 04:46:51.000,2024-04-28 16:39:13.000,2023-08-26 14:44:06,96.0,2360.0,,22.0,140.0,51.0,MIT,,,,Box,conda-forge/Box,2023-08-26 14:44:30,7.1.1,58.0,https://pypi.org/project/Box,,0.0,https://anaconda.org/conda-forge/Box,,,3.0,,39.0 +646,quokka,"Flexible, extensible, small CMS powered by Flask and MongoDB.",CMS,,https://github.com/quokkaproject/quokka,True,15,rochacbruno/quokka,https://github.com/quokkaproject/quokka,2013-07-07 00:42:27.000,2019-11-19 21:30:03.000,2019-03-06 17:17:31,441.0,2234.0,9.0,64.0,361.0,117.0,,quokkaproject/quokka,,,quokka,conda-forge/quokka,2016-07-20 14:57:31,0.2.1,2.0,https://pypi.org/project/quokka,197.0,197.0,https://anaconda.org/conda-forge/quokka,,,3.0,, +647,makesite,"Simple, lightweight, and magic-free static site/blog generator ( 130 lines).",Static Site Generator,,https://github.com/sunainapai/makesite,True,15,sunainapai/makesite,https://github.com/sunainapai/makesite,2018-03-17 09:18:54.000,2023-03-04 18:35:06.000,2022-10-12 19:28:59,288.0,1781.0,8.0,7.0,9.0,31.0,MIT,,,,makesite,conda-forge/makesite,,,,https://pypi.org/project/makesite,422.0,422.0,https://anaconda.org/conda-forge/makesite,,,3.0,, +648,Metrics,Machine learning evaluation metrics.,Machine Learning,,https://github.com/benhamner/Metrics,True,15,benhamner/Metrics,https://github.com/benhamner/Metrics,2012-06-12 15:52:50.000,2023-01-11 06:01:24.000,2015-09-09 04:13:23,419.0,1619.0,7.0,12.0,7.0,242.0,,,,,Metrics,conda-forge/Metrics,,,,https://pypi.org/project/Metrics,4412.0,4412.0,https://anaconda.org/conda-forge/Metrics,,,3.0,, +649,dh-virtualenv,Build and distribute a virtualenv as a Debian package.,Distribution,,https://github.com/spotify/dh-virtualenv,True,15,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,2013-10-09 19:03:43.000,2024-04-27 01:41:37.000,2023-01-03 15:31:24,180.0,1601.0,61.0,35.0,172.0,422.0,GPL-2.0,,,,dh-virtualenv,conda-forge/dh-virtualenv,,,,https://pypi.org/project/dh-virtualenv,,,https://anaconda.org/conda-forge/dh-virtualenv,,,3.0,, +650,cola,A distributed crawling framework.,Web Crawling,,https://github.com/qinxuye/cola,True,15,chineking/cola,https://github.com/qinxuye/cola,2013-05-15 06:41:01.000,2022-07-31 00:13:43.000,2020-03-01 06:25:05,529.0,1490.0,4.0,13.0,52.0,254.0,,qinxuye/cola,39.0,39.0,cola,conda-forge/cola,,,1.0,https://pypi.org/project/cola,104.0,104.0,https://anaconda.org/conda-forge/cola,,,3.0,, +651,html5lib,A standards-compliant library for parsing and serializing HTML documents and fragments.,HTML Manipulation,,https://github.com/html5lib/html5lib-python,True,15,html5lib/html5lib-python,https://github.com/html5lib/html5lib-python,2013-04-09 14:07:42.000,2024-02-27 19:49:36.000,2024-02-21 15:31:38,271.0,1094.0,66.0,78.0,177.0,1612.0,MIT,,,,html5lib-python,conda-forge/html5lib-python,,,,https://pypi.org/project/html5lib-python,,,https://anaconda.org/conda-forge/html5lib-python,,,3.0,, +652,SublimeJEDI,A Sublime Text plugin to the awesome auto-complete library Jedi.,Editor Plugins and IDEs,,https://github.com/srusskih/SublimeJEDI,True,15,srusskih/SublimeJEDI,https://github.com/srusskih/SublimeJEDI,2012-10-16 08:23:57.000,2022-08-30 09:04:37.000,2022-08-30 09:04:17,110.0,938.0,49.0,34.0,185.0,425.0,MIT,,,,SublimeJEDI,conda-forge/SublimeJEDI,2022-08-30 09:04:37,0.20.0,25.0,https://pypi.org/project/SublimeJEDI,,,https://anaconda.org/conda-forge/SublimeJEDI,,,3.0,, +653,localshop,Local PyPI server (custom packages and auto-mirroring of pypi).,Package Repositories,,https://github.com/mvantellingen/localshop,True,15,jazzband/localshop,https://github.com/mvantellingen/localshop,2012-02-05 12:03:50.000,2023-04-21 20:53:22.000,2022-07-17 19:39:21,106.0,393.0,46.0,33.0,77.0,611.0,MIT,mvantellingen/localshop,5.0,5.0,localshop,conda-forge/localshop,,,,https://pypi.org/project/localshop,137.0,137.0,https://anaconda.org/conda-forge/localshop,,,2.0,, +654,pangu.py,Paranoid text spacing.,Text Processing,,https://github.com/vinta/pangu.py,True,15,vinta/pangu.py,https://github.com/vinta/pangu.py,2014-02-11 18:42:39.000,2023-03-30 17:57:13.000,2023-03-30 17:57:13,24.0,236.0,7.0,4.0,5.0,87.0,MIT,,243.0,243.0,pangu.py,conda-forge/pangu.py,,,,https://pypi.org/project/pangu.py,,,https://anaconda.org/conda-forge/pangu.py,,,3.0,, +655,django-remote-forms,A platform independent Django form serializer.,Forms,,https://github.com/WiserTogether/django-remote-forms,True,15,WiserTogether/django-remote-forms,https://github.com/WiserTogether/django-remote-forms,2012-07-02 17:52:00.000,2024-05-07 12:11:29.000,2017-07-12 15:49:12,86.0,224.0,9.0,12.0,4.0,60.0,MIT,,23.0,23.0,django-remote-forms,conda-forge/django-remote-forms,,,,https://pypi.org/project/django-remote-forms,146.0,146.0,https://anaconda.org/conda-forge/django-remote-forms,,,3.0,, +656,PyTime,An easy-to-use Python module which aims to operate date/time/datetime by string.,Date and Time,,https://github.com/shinux/PyTime,True,15,shinux/PyTime,https://github.com/shinux/PyTime,2015-04-10 11:53:14.000,2022-11-05 02:47:26.000,2022-11-05 02:47:02,22.0,157.0,7.0,,4.0,94.0,MIT,,40.0,40.0,PyTime,conda-forge/PyTime,,,,https://pypi.org/project/PyTime,808.0,808.0,https://anaconda.org/conda-forge/PyTime,,,3.0,, +657,tartiflette-aiohttp,An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP.,GraphQL,,https://github.com/tartiflette/tartiflette-aiohttp,True,15,tartiflette/tartiflette-aiohttp/,https://github.com/tartiflette/tartiflette-aiohttp,2018-11-07 05:16:40.000,2023-11-12 23:04:30.000,2022-09-07 18:59:30,10.0,60.0,,4.0,15.0,228.0,MIT,,53.0,53.0,,conda-forge/,2021-11-15 10:12:31,1.4.1,13.0,,,,https://anaconda.org/conda-forge/,,,3.0,, +658,SerpentAI,Game agent framework. Use any video game as a deep learning sandbox.,Deep Learning,,https://github.com/SerpentAI/SerpentAI,True,14,SerpentAI/SerpentAI,https://github.com/SerpentAI/SerpentAI,2017-04-16 21:48:39.000,2022-11-07 01:59:31.000,2020-05-22 22:34:09,763.0,6687.0,7.0,,,39.0,MIT,,,,SerpentAI,conda-forge/SerpentAI,,,1.0,https://pypi.org/project/SerpentAI,94.0,101.0,https://anaconda.org/conda-forge/SerpentAI,,,3.0,,341.0 +659,python-mode,An all in one plugin for turning Vim into a Python IDE.,Editor Plugins and IDEs,,https://github.com/python-mode/python-mode,True,14,python-mode/python-mode,https://github.com/python-mode/python-mode,2011-09-18 09:41:07.000,2023-09-23 02:24:17.000,2023-09-23 02:24:17,758.0,5442.0,131.0,34.0,876.0,825.0,LGPL-3.0,,,,python-mode,conda-forge/python-mode,,,1.0,https://pypi.org/project/python-mode,,,https://anaconda.org/conda-forge/python-mode,,,3.0,, +660,python-phonenumbers,"Parsing, formatting, storing and validating international phone numbers.",Text Processing,,https://github.com/daviddrysdale/python-phonenumbers,True,14,daviddrysdale/python-phonenumbers,https://github.com/daviddrysdale/python-phonenumbers,2011-04-21 03:06:38.000,2024-05-03 06:11:07.000,2024-05-03 05:31:04,394.0,3409.0,31.0,9.0,172.0,,Apache-2.0,,,,python-phonenumbers,conda-forge/python-phonenumbers,,,,https://pypi.org/project/python-phonenumbers,,,https://anaconda.org/conda-forge/python-phonenumbers,,,3.0,, +661,zeroRPC,zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/).,RPC Servers,,https://github.com/0rpc/zerorpc-python,True,14,0rpc/zerorpc-python,https://github.com/0rpc/zerorpc-python,2012-02-24 22:15:23.000,2023-12-03 21:49:26.000,2022-01-06 02:48:06,370.0,3147.0,38.0,45.0,122.0,257.0,,,,,zerorpc-python,conda-forge/zerorpc-python,,,1.0,https://pypi.org/project/zerorpc-python,,128.0,https://anaconda.org/conda-forge/zerorpc-python,2023-06-18 08:41:26.649,3075.0,1.0,, +662,salmon,A Python Mail Server.,Email,,https://github.com/moggers87/salmon,True,14,moggers87/salmon,https://github.com/moggers87/salmon,2013-05-07 11:29:42.000,2024-03-29 16:54:51.000,2024-03-29 16:48:00,69.0,631.0,15.0,18.0,73.0,,,,20.0,20.0,salmon,conda-forge/salmon,2019-12-31 19:27:38,3.2.0,3.0,https://pypi.org/project/salmon,123.0,125.0,https://anaconda.org/conda-forge/salmon,,,3.0,,124.0 +663,redisco,A Python Library for Simple Models and Containers Persisted in Redis.,ORM,,https://github.com/kiddouk/redisco,True,14,kiddouk/redisco,https://github.com/kiddouk/redisco,2012-01-06 11:00:58.000,2020-01-17 05:09:02.000,2016-06-06 15:42:31,78.0,438.0,20.0,35.0,16.0,300.0,MIT,,,,redisco,conda-forge/redisco,,,,https://pypi.org/project/redisco,420.0,420.0,https://anaconda.org/conda-forge/redisco,,,3.0,, +664,alipay,Unofficial Alipay API for Python.,E-commerce,,https://github.com/lxneng/alipay,True,14,lxneng/alipay,https://github.com/lxneng/alipay,2013-11-11 08:51:07.000,2017-11-22 10:18:39.000,2017-11-22 10:18:39,92.0,326.0,13.0,,15.0,94.0,,,116.0,116.0,alipay,conda-forge/alipay,,,,https://pypi.org/project/alipay,457.0,457.0,https://anaconda.org/conda-forge/alipay,,,3.0,, +665,libffm,A library for Field-aware Factorization Machine (FFM).,Recommender Systems,,https://github.com/ycjuan/libffm,True,13,guestwalk/libffm,https://github.com/ycjuan/libffm,2015-06-07 04:20:13.000,2021-03-03 07:33:47.000,2019-02-22 09:09:56,421.0,1594.0,5.0,20.0,16.0,15.0,BSD-3-Clause,ycjuan/libffm,,,libffm,conda-forge/libffm,2017-11-14 18:11:53,123,4.0,https://pypi.org/project/libffm,,,https://anaconda.org/conda-forge/libffm,,,3.0,, +666,gunnery,Multipurpose task execution tool for distributed systems with web-based interface.,Job Scheduler,,https://github.com/gunnery/gunnery,True,13,gunnery/gunnery,https://github.com/gunnery/gunnery,2013-12-23 07:49:48.000,2022-03-29 21:54:02.000,2015-10-29 13:14:30,71.0,756.0,8.0,10.0,27.0,294.0,Apache-2.0,,,,gunnery,conda-forge/gunnery,,,2.0,https://pypi.org/project/gunnery,,,https://anaconda.org/conda-forge/gunnery,,,3.0,, +667,lptrace,[strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs.,Debugging Tools,,https://github.com/khamidou/lptrace,True,13,khamidou/lptrace,https://github.com/khamidou/lptrace,2016-10-14 04:40:20.000,2018-10-26 07:37:03.000,2017-02-24 16:23:50,39.0,699.0,,5.0,7.0,14.0,GPL-3.0,,4.0,4.0,lptrace,conda-forge/lptrace,,,,https://pypi.org/project/lptrace,1144.0,1144.0,https://anaconda.org/conda-forge/lptrace,,,3.0,, +668,tartiflette-asgi,ASGI support for the Tartiflette GraphQL engine.,GraphQL,,https://github.com/tartiflette/tartiflette-asgi,True,13,tartiflette/tartiflette-asgi/,https://github.com/tartiflette/tartiflette-asgi,2019-04-19 19:38:45.000,2023-06-26 07:57:25.000,2022-05-20 21:14:37,16.0,99.0,,6.0,43.0,166.0,MIT,,20.0,20.0,,conda-forge/,2022-05-13 14:47:44,0.12.0,1.0,,,,https://anaconda.org/conda-forge/,,,3.0,, +669,python-currencies,Display money format and its filthy currencies.,E-commerce,,https://github.com/Alir3z4/python-currencies,True,13,Alir3z4/python-currencies,https://github.com/Alir3z4/python-currencies,2014-07-04 10:13:07.000,2021-08-12 18:16:43.000,2020-12-22 18:05:16,12.0,72.0,5.0,4.0,3.0,74.0,GPL-3.0,,80.0,80.0,python-currencies,conda-forge/python-currencies,2020-12-12 16:49:32,2020.12.12,3.0,https://pypi.org/project/python-currencies,,0.0,https://anaconda.org/conda-forge/python-currencies,,,3.0,,7.0 +670,python-qrcode,A pure Python QR Code generator.,Image Processing,,https://github.com/lincolnloop/python-qrcode,True,12,lincolnloop/python-qrcode,https://github.com/lincolnloop/python-qrcode,2011-11-10 09:36:22.000,2024-04-08 20:52:08.000,2023-02-05 22:12:05,617.0,4172.0,56.0,74.0,162.0,,,,,,python-qrcode,conda-forge/python-qrcode,,,,https://pypi.org/project/python-qrcode,,,https://anaconda.org/conda-forge/python-qrcode,,,3.0,, +671,pyringe,Debugger capable of attaching to and injecting code into Python processes.,Debugging Tools,,https://github.com/google/pyringe,True,12,google/pyringe,https://github.com/google/pyringe,2014-03-26 16:13:48.000,2019-12-10 09:55:55.000,2014-05-10 14:59:23,78.0,1636.0,,15.0,9.0,22.0,,,5.0,5.0,pyringe,conda-forge/pyringe,,,,https://pypi.org/project/pyringe,33.0,33.0,https://anaconda.org/conda-forge/pyringe,,,3.0,, +672,hashids,Implementation of [hashids](http://hashids.org) in Python.,Text Processing,,https://github.com/davidaurelio/hashids-python,True,12,davidaurelio/hashids-python,https://github.com/davidaurelio/hashids-python,2013-05-24 19:51:31.000,2023-07-04 14:06:52.000,2020-09-07 16:27:01,106.0,1404.0,10.0,6.0,18.0,123.0,MIT,,,,hashids-python,conda-forge/hashids-python,,,,https://pypi.org/project/hashids-python,,,https://anaconda.org/conda-forge/hashids-python,,,3.0,, +673,Levenshtein,Fast computation of Levenshtein distance and string similarity.,Text Processing,,https://github.com/ztane/python-Levenshtein,True,12,ztane/python-Levenshtein/,https://github.com/ztane/python-Levenshtein,2013-11-29 13:40:48.000,2021-08-11 16:38:39.000,2021-02-01 13:02:11,156.0,1245.0,,49.0,17.0,36.0,GPL-2.0,,,,,conda-forge/,,,,,,,https://anaconda.org/conda-forge/,,,3.0,, +674,Quads,Computer art based on quadtrees.,Image Processing,,https://github.com/fogleman/Quads,True,12,fogleman/Quads,https://github.com/fogleman/Quads,2014-05-16 02:33:17.000,2022-12-26 21:16:44.000,2014-05-20 02:31:15,145.0,1166.0,,,2.0,49.0,,,,,Quads,conda-forge/Quads,,,,https://pypi.org/project/Quads,365.0,365.0,https://anaconda.org/conda-forge/Quads,,,3.0,, +675,try,A dead simple CLI to try out python packages - it's never been easier.,Command-line Tools,,https://github.com/timofurrer/try,True,12,timofurrer/try,https://github.com/timofurrer/try,2016-03-19 00:17:31.000,2022-05-23 13:26:34.000,2022-05-15 18:30:33,36.0,707.0,4.0,4.0,10.0,74.0,MIT,,6.0,6.0,try,conda-forge/try,,,,https://pypi.org/project/try,,,https://anaconda.org/conda-forge/try,,,3.0,, +676,bandersnatch,PyPI mirroring tool provided by Python Packaging Authority (PyPA).,Package Repositories,,https://github.com/pypa/bandersnatch,True,12,pypa/bandersnatch/,https://github.com/pypa/bandersnatch,2018-05-14 14:52:22.000,2024-05-06 23:15:52.000,2024-05-06 23:15:52,127.0,421.0,,47.0,213.0,,AFL-3.0,,,,,conda-forge/,2023-11-12 21:06:39,6.5.0,31.0,,,,https://anaconda.org/conda-forge/,,,3.0,, +677,django-wordpress,WordPress models and views for Django.,Third-party APIs,,https://github.com/jcarbaugh/django-wordpress,True,12,istrategylabs/django-wordpress,https://github.com/jcarbaugh/django-wordpress,2009-03-27 17:34:59.000,2021-06-07 15:49:55.000,2018-01-24 20:57:26,79.0,346.0,11.0,2.0,9.0,101.0,BSD-3-Clause,jcarbaugh/django-wordpress,6.0,6.0,django-wordpress,conda-forge/django-wordpress,,,,https://pypi.org/project/django-wordpress,18.0,18.0,https://anaconda.org/conda-forge/django-wordpress,,,3.0,, +678,when.py,Providing user-friendly functions to help perform common date and time actions.,Date and Time,,https://github.com/dirn/When.py,True,12,dirn/When.py,https://github.com/dirn/When.py,2012-04-28 15:22:12.000,2019-12-08 21:09:58.000,2017-10-14 19:47:04,19.0,190.0,5.0,,2.0,74.0,BSD-3-Clause,,25.0,25.0,When.py,conda-forge/When.py,,,,https://pypi.org/project/When.py,,,https://anaconda.org/conda-forge/When.py,,,3.0,, +679,scikit-video,Video processing routines for SciPy.,Video,,https://github.com/aizvorski/scikit-video,True,12,aizvorski/scikit-video,https://github.com/aizvorski/scikit-video,2014-05-29 11:04:02.000,2023-06-16 16:09:50.362,2016-05-28 22:17:25,22.0,136.0,2.0,5.0,3.0,24.0,,,,,scikit-video,conda-forge/scikit-video,,,1.0,https://pypi.org/project/scikit-video,136313.0,136815.0,https://anaconda.org/conda-forge/scikit-video,2023-06-16 16:09:50.362,34163.0,3.0,, +680,Stackless Python,An enhanced version of the Python programming language.,Implementations,,https://github.com/stackless-dev/stackless,True,11,stackless-dev/stackless,https://github.com/stackless-dev/stackless,2017-09-05 14:36:10.000,2023-11-30 11:40:59.000,2021-08-11 18:33:11,59.0,999.0,999.0,11.0,256.0,,,,,,stackless,conda-forge/stackless,,,,https://pypi.org/project/stackless,42.0,42.0,https://anaconda.org/conda-forge/stackless,,,3.0,, +681,django-schedule,A calendaring app for Django.,Job Scheduler,,https://github.com/thauber/django-schedule,True,11,thauber/django-schedule,https://github.com/thauber/django-schedule,2009-04-02 02:56:42.000,2019-12-29 09:27:39.000,2016-04-16 20:26:10,191.0,832.0,17.0,19.0,40.0,326.0,,,,,django-schedule,conda-forge/django-schedule,,,,https://pypi.org/project/django-schedule,,,https://anaconda.org/conda-forge/django-schedule,,,3.0,, +682,CLPython,Implementation of the Python programming language written in Common Lisp.,Implementations,,https://github.com/metawilm/cl-python,True,11,metawilm/cl-python,https://github.com/metawilm/cl-python,2009-05-14 18:00:17.000,2023-10-26 21:21:34.000,2023-10-26 21:21:34,34.0,366.0,12.0,2.0,16.0,1491.0,,,,,cl-python,conda-forge/cl-python,,,,https://pypi.org/project/cl-python,,,https://anaconda.org/conda-forge/cl-python,,,3.0,, +683,unp,A command line tool that can unpack archives easily.,Specific Formats Processing,,https://github.com/mitsuhiko/unp,True,10,mitsuhiko/unp,https://github.com/mitsuhiko/unp,2014-08-23 21:59:41.000,2017-05-17 09:23:14.000,2014-08-26 21:17:09,56.0,416.0,2.0,6.0,1.0,15.0,,,10.0,10.0,unp,conda-forge/unp,,,,https://pypi.org/project/unp,67.0,67.0,https://anaconda.org/conda-forge/unp,,,3.0,, +684,hmap,Image histogram remapping.,Image Processing,,https://github.com/rossgoodwin/hmap,True,10,rossgoodwin/hmap,https://github.com/rossgoodwin/hmap,2014-06-08 01:14:49.000,2019-11-04 06:19:32.000,2019-11-04 06:19:32,23.0,208.0,2.0,,,43.0,,,,,hmap,conda-forge/hmap,,,,https://pypi.org/project/hmap,910.0,910.0,https://anaconda.org/conda-forge/hmap,,,3.0,, +685,vowpal_porpoise,A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/).,Machine Learning,,https://github.com/josephreisinger/vowpal_porpoise,True,9,josephreisinger/vowpal_porpoise,https://github.com/josephreisinger/vowpal_porpoise,2012-04-15 22:57:41.000,2020-01-07 18:51:31.000,2020-01-07 18:51:29,28.0,166.0,14.0,6.0,3.0,89.0,,,,,vowpal_porpoise,conda-forge/vowpal_porpoise,2013-08-13 20:53:56,0.3,1.0,https://pypi.org/project/vowpal_porpoise,16.0,16.0,https://anaconda.org/conda-forge/vowpal_porpoise,,,3.0,, +686,xlwt,Writing and reading data and formatting information from Excel files.,Specific Formats Processing,,{},True,9,python-excel/xlwt) / [xlrd](python-excel/xlrd,,2017-03-06 13:32:17.474,2023-06-16 13:21:36.044,,,,,,,,,,,,xlrd,conda-forge/xlrd,,,4.0,https://pypi.org/project/xlrd,22879260.0,22922963.0,https://anaconda.org/conda-forge/xlrd,2023-06-16 13:21:36.044,3758506.0,3.0,, +687,Invoke,A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.,Command-line Tools,,{},True,6,pyinvoke/invoke#readme,,2021-01-06 14:58:39.698,2023-07-13 01:13:36.486,,,,,,,,,,,,invoke#readme,conda-forge/invoke#readme,,,25.0,https://pypi.org/project/invoke#readme,,24375.0,https://anaconda.org/conda-forge/invoke#readme,2023-07-13 01:13:36.486,975023.0,3.0,, +688,pygram,Instagram-like image filters.,Image Processing,,{},True,2,ajkumar25/pygram,,,,,,,,,,,,,,,pygram,conda-forge/pygram,,,,https://pypi.org/project/pygram,250.0,250.0,https://anaconda.org/conda-forge/pygram,,,3.0,, +689,RPyC,A transparent and symmetric RPC library for Python.,RPC Servers,,{},True,0,tomerfiliba/rpyc) (Remote Python Call,,,,,,,,,,,,,,,rpyc) (Remote Python Call,conda-forge/rpyc) (Remote Python Call,,,,https://pypi.org/project/rpyc) (Remote Python Call,,,https://anaconda.org/conda-forge/rpyc) (Remote Python Call,,,,, diff --git a/latest-changes.md b/latest-changes.md index 46aa59f..1648c2c 100644 --- a/latest-changes.md +++ b/latest-changes.md @@ -2,19 +2,19 @@ _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ -- cookiecutter (🥇35 · ⭐ 18K · 📈) - A command-line utility that creates projects from.. BSD-3 -- pillow (🥇35 · ⭐ 10K · 📈) - Pillow is the friendly.. ❗Unlicensed -- authlib (🥈34 · ⭐ 3.2K · 📈) - JavaScript Object Signing and Encryption draft implementation. BSD-3 -- PyInstaller (🥇33 · ⭐ 9.5K · 📈) - Converts Python programs into stand-alone executables.. ❗Unlicensed -- Mistune (🥇33 · ⭐ 2.1K · 📈) - Fastest and full featured pure Python parsers of Markdown. BSD-3 +- fastapi (🥇41 · ⭐ 71K · 📈) - A modern, fast, web framework for building APIs with Python 3.6+ based.. MIT +- Seaborn (🥇39 · ⭐ 12K · 📈) - Statistical data visualization using Matplotlib. BSD-3 +- uvicorn (🥇38 · ⭐ 7.9K · 📈) - A lightning-fast ASGI server implementation, using uvloop and.. BSD-3 +- django-storages (🥇34 · ⭐ 2.6K · 📈) - A collection of custom storage back ends for Django. BSD-3 +- Rope (🥇32 · ⭐ 1.8K · 📈) - Rope is a python refactoring library. ❗️LGPL-3.0 ## 📉 Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- Seaborn (🥈29 · ⭐ 9.7K · 📉) - Statistical data visualization using Matplotlib. BSD-3 -- more-itertools (🥈27 · ⭐ 2.7K · 📉) - More routines for operating on iterables, beyond `itertools`. MIT -- Rope (🥇22 · ⭐ 1.4K · 📉) - Rope is a python refactoring library. ❗️LGPL-3.0 -- python-slugify (🥈22 · ⭐ 1.2K · 📉) - A Python slugify library that translates unicode to ASCII. MIT -- audioread (🥉19 · ⭐ 410 · 📉) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. MIT +- httpie (🥈27 · ⭐ 32K · 📉) - A command line HTTP client, a user-friendly cURL replacement. BSD-3 +- redis-py (🥈27 · ⭐ 12K · 📉) - The Python client for Redis. MIT +- geopy (🥇26 · ⭐ 4.3K · 📉) - Python Geocoding Toolbox. MIT +- sentry-python (🥉22 · ⭐ 1.8K · 📉) - Sentry SDK for Python. MIT +- dateutil (🥉19 · ⭐ 2.3K · 📉) - Extensions to the standard Python.. ❗Unlicensed