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pca-implementation

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J4NN0 / machine-learning-pca-svm

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PCA applied on images and Naive Bayes Classifier to classify them. Validation, cross validation and grid search with multi class SVM

machine-learning rbf-kernel machine-learning-algorithms dataset naive-bayes-classifier pca-analysis svm-training svm-classifier naive-bayes-classification classification-algorithm machine-learning-models machine-learning-tutorials machine-learning-practice kfold-cross-validation training-dataset naive-bayes-implementation linear-kernel pca-implementation pca-mode-visualization pca-predict
  • Updated Apr 14, 2023
  • Python

vrn25 / Machine-Learning-Coursera

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Solutions to Coursera's Intro to Machine Learning course in python

machine-learning numpy machine-learning-algorithms neural-networks matplotlib data-compression python-3 backpropagation-learning-algorithm jupyter-notebooks support-vector-machines recommender-systems regularized-linear-regression gradient-descent-algorithm k-means-clustering pca-implementation regularized-logistic-regression machine-learning-design anomaly-detection-algorithm feature-normalization machine-learning-curves
  • Updated Aug 4, 2019
  • Jupyter Notebook

Samahussien7 / Hamming-Network

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Hamming Network implementation using pca implementation for reduction all from scratch

pca insertion-sort mnist-dataset eigenvectors unsupervised-learning eigenvalues k-means-implementation-in-python k-means-clustering variance-analysis hamming-network pca-implementation implementation-from-scratch power-iteration covariance-matrix-implementation eigenvalues-implementation eigenvectors-implementation mnist-preprocessing
  • Updated Jan 29, 2024
  • Jupyter Notebook

Aalaa4444 / Hamming_Network

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Hamming Network implementation using PCA implementation from scratch

pca insertion-sort mnist-dataset eigenvectors unsupervised-learning kmeans-clustering eigenvalues k-means-implementation-in-python k-means-clustering kmeans-clustering-algorithm variance-analysis hamming-network pca-implementation power-iteration covariance-matrix-implementation eigenvalues-implementation eigenvectors-implementation mnist-preprocessing
  • Updated Apr 5, 2024
  • Jupyter Notebook

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