├── .gitignore ├── LICENSE ├── README.md ├── images ├── adaboost-sketch.png ├── adaboost.png ├── gmm.png ├── kmeans.gif ├── kmeans.png ├── knn.png ├── lda.png ├── logistic_regression.gif ├── logistic_regression.png ├── pca.png ├── perceptron.gif ├── perceptron.png └── svm.png └── src ├── adaboost.py ├── decision_tree.py ├── em.py ├── gmm.py ├── hmm.py ├── kmeans.py ├── knn.py ├── lda.py ├── logistic_regression.py ├── multi_logistic_regression.py ├── naive_bayes.py ├── pca.py ├── perceptron.py ├── svm.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | .vscode 2 | __pycache__ 3 | test_tool.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luokn/ml/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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