Save strategies as part of the backtest report

.flake8

@@ -1,4 +1,5 @@
 [flake8]
 exclude =
     investing_algorithm_framework/domain/utils/backtesting.py
+    investing_algorithm_framework/infrastructure/database/sql_alchemy.py
     examples

README.md

@@ -1,3 +1,21 @@
+<br/>
+<div align="center">
+   <h1><a href="https://investing-algorithm-framework.com" target="_blank">Investing Algorithm Framework</a></h4>
+</div>
+<br/>
+
+<div align="center">
+  <b>Rapidly build and deploy quantitative strategies and trading bots</b>
+</div>
+<br/>
+
+<p align="center">
+    <a target="_blank" href="https://investing-algorithm-framework.com">View Docs</a>
+    <a href="https://investing-algorithm-framework.com/Getting%20Started/installation)">Getting Started</a>
+</p>
+
+---
+
 <a href=https://investing-algorithm-framework.com><img src="https://img.shields.io/badge/docs-website-brightgreen"></a>
 [![Build](https://github.com/coding-kitties/investing-algorithm-framework/actions/workflows/publish.yml/badge.svg)](https://github.com/coding-kitties/investing-algorithm-framework/actions/workflows/publish.yml)
 [![Tests](https://github.com/coding-kitties/investing-algorithm-framework/actions/workflows/test.yml/badge.svg?branch=master)](https://github.com/coding-kitties/investing-algorithm-framework/actions/workflows/test.yml)
@@ -6,10 +24,6 @@
 <a href="https://www.reddit.com/r/InvestingBots/"><img src="https://img.shields.io/reddit/subreddit-subscribers/investingbots?style=social"></a> <br/>
 [![GitHub stars](https://img.shields.io/github/stars/coding-kitties/investing-algorithm-framework.svg?style=social&label=Star&maxAge=1)](https://github.com/SeaQL/sea-orm/stargazers/) If you like what we do, consider starring, sharing and contributing!
 
-# [Investing Algorithm Framework](https://github.com/coding-kitties/investing-algorithm-framework)
-
-The Investing Algorithm Framework is a Python framework that enables swift and elegant development of trading bots.
-
 ## Sponsors
 
 <a href="https://www.finterion.com/" target="_blank">
@@ -22,7 +36,7 @@ The Investing Algorithm Framework is a Python framework that enables swift and e
 
 ## Features and planned features:
 
-- [x] **Based on Python 3.9+**: Windows, macOS and Linux.
+- [x] **Based on Python 3.10+**: Windows, macOS and Linux.
 - [x] **Documentation**: [Documentation](https://investing-algorithm-framework.com)
 - [x] **Persistence of portfolios, orders, positions and trades**: Persistence is achieved through sqlite.
 - [x] **Limit orders**: Create limit orders for buying and selling.
@@ -33,7 +47,7 @@ The Investing Algorithm Framework is a Python framework that enables swift and e
 - [x] **Live trading**: Live trading.
 - [x] **Backtesting and performance analysis reports** [example](./examples/backtest_example)
 - [x] **Backtesting multiple algorithms with different backtest date ranges** [example](./examples/backtests_example)
-- [x] **Backtest comparison and experiments**: Compare multiple backtests and run experiments.
+- [x] **Backtesting and results evaluation**: Compare multiple backtests and run experiments. Save and load backtests. Save strategies as part of the backtest. [docs](https://investing-algorithm-framework.com/Getting%20Started/backtesting)
 - [x] **Order execution**: Currently support for a wide range of crypto exchanges through [ccxt](https://github.com/ccxt/ccxt) (Support for traditional asset brokers is planned).
 - [x] **Web API**: Rest API for interacting with your deployed trading bot
 - [x] **PyIndicators**: Works natively with [PyIndicators](https://github.com/coding-kitties/PyIndicators) for technical analysis on your Pandas and Polars dataframes.
@@ -45,6 +59,38 @@ The Investing Algorithm Framework is a Python framework that enables swift and e
 - [ ] **AWS Lambda support (Planned)**: Stateless running for cloud function deployments in AWS.
 - [ ] **Azure App services support (Planned)**: deployments in Azure app services with Web UI.
 
+## Quickstart
+
+1. First install the framework using `pip`. The Investing Algorithm Framework is hosted on [PyPi](https://pypi.org/project/Blankly/).
+
+```bash
+$ pip install investing-algorithm-framework
+```
+
+2. Next, just run:
+
+```bash
+$ investing-algorithm-framewor init
+```
+
+or if you want the web version:
+
+```bash
+$ investing-algorithm-framework init --web
+```
+> You can always change the app to the web version by changing the `app.py` file.
+
+The command will create the file `app.py` and an example script called `strategy.py`.
+
+From there, you start building your trading bot in the `strategy.py`.
+
+More information can be found on our [docs](https://docs.blankly.finance)
+
+> Make sure you leave the `app.py` file as is, as it is the entry point for the framework.
+> You can change the `bot.py` file to your liking and add other files to the working directory.
+> The framework will automatically pick up the files in the working directory.
+```
+
 ## Example implementation
 
 The following algorithm connects to binance and buys BTC every 2 hours.
@@ -262,14 +308,6 @@ app.add_portfolio_configuration(
 We are continuously working on improving the performance of the framework. If
 you have any suggestions, please let us know.
 
-## How to install
-
-You can download the framework with pypi.
-
-```bash
-pip install investing-algorithm-framework
-```
-
 ## Installation for local development
 
 The framework is built with poetry. To install the framework for local development, you can run the following commands: