├── .gitignore ├── DecisionTree └── trees.py ├── GradientDescent └── GradientDescent.py ├── LICENSE ├── LogisticRegression └── LogisticRegression.py ├── NeuralNetwork ├── ineuron.c ├── ineuron.h └── neuron.py ├── README.md ├── SVM ├── ksvm.c ├── ksvm.h ├── svm_imgs.py ├── svm_smo1.py ├── svm_smop.py ├── test_ksvm.cpp └── test_ksvm_svr.cpp ├── data ├── battery_data.txt ├── breast-cancer-wisconsin.data.txt ├── testSet.txt ├── testSetRBF.txt └── testSetRBF2.txt └── kNN └── kNN.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/skywind3000/ml/HEAD/.gitignore -------------------------------------------------------------------------------- /DecisionTree/trees.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/skywind3000/ml/HEAD/DecisionTree/trees.py -------------------------------------------------------------------------------- /GradientDescent/GradientDescent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/skywind3000/ml/HEAD/GradientDescent/GradientDescent.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/skywind3000/ml/HEAD/LICENSE -------------------------------------------------------------------------------- /LogisticRegression/LogisticRegression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/skywind3000/ml/HEAD/LogisticRegression/LogisticRegression.py -------------------------------------------------------------------------------- /NeuralNetwork/ineuron.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/skywind3000/ml/HEAD/NeuralNetwork/ineuron.c -------------------------------------------------------------------------------- /NeuralNetwork/ineuron.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/skywind3000/ml/HEAD/NeuralNetwork/ineuron.h -------------------------------------------------------------------------------- /NeuralNetwork/neuron.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/skywind3000/ml/HEAD/NeuralNetwork/neuron.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # 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