├── README.md └── src ├── Decision Tree ├── Decision_Tree.py └── Decision_Tree_C4.5.py ├── KNN └── knn.py ├── Kmeans ├── kmeans_burness.py ├── kmeans_sklearn └── kmeans思路.txt ├── Linear Regression ├── LR_burness.py └── ex1data2.txt ├── Logistic regression ├── batch_gradient_update.py ├── cost_function.py ├── ex1data1.txt ├── ex1data2.txt ├── featureNormalize.py ├── logistic_regression_main.py ├── main.py ├── mapFeature.py ├── plotDecisionBoundary.py ├── plot_data.py ├── plot_logistic_regression.py ├── read_data.py ├── regularized_batch_gradient_update.py ├── regularized_cost_function.py ├── regularized_logistic_regression_main.py └── sigmoid_function.py ├── MOG ├── EM_MOG.pdf ├── MOG.py └── fit_mog.py ├── Multi-class classification and NN ├── batch_gradient_update.py ├── batch_gradient_update.pyc ├── cost_function.py ├── cost_function.pyc ├── ex3data1.mat ├── ex3weights.mat ├── featureNormalize.py ├── featureNormalize.pyc ├── mult-class_classification_NN.py ├── multi-class classification.pyproj ├── multi_class_classification.py ├── oneVsall.py ├── oneVsall.pyc ├── predictOneVsAll.py ├── predictOneVsAll.pyc ├── predict_NN.py ├── predict_NN.pyc ├── sigmoid_function.py ├── sigmoid_function.pyc ├── test_predictoneVsAll.py └── theta_50.npy ├── PCA ├── PCA.pdf └── PCA.py ├── RVM ├── RVM.sln ├── RVM.suo └── RVM │ ├── .ipynb_checkpoints │ └── RVM_notebook-checkpoint.ipynb │ ├── RVM.py │ ├── RVM.pyproj │ ├── RVM_notebook.ipynb │ ├── fit_rvc.py │ ├── fit_rvc.pyc │ ├── fit_rvc_cost.py │ ├── fit_rvc_cost.pyc │ ├── kernel_gauss.py │ ├── kernel_gauss.pyc │ ├── sigmoid_function.py │ └── sigmoid_function.pyc └── neuro network learning ├── NN_learning.py ├── ex4data1.mat ├── ex4weights.mat ├── nnCostFunction.py ├── predict.py ├── randInitializeWeights.py ├── sigmoid_function.py └── sigmoid_gradient.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/burness/python_ML/HEAD/README.md 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