MachineLearning_Python-master

代码说明：

  python实现的SVM分类mnist手写训练集，包含SVM，KNN算法(SVM classification MNIST implemented by Python)

文件列表：

MachineLearning_Python-master, 0 , 2018-11-07
MachineLearning_Python-master\.gitignore, 13 , 2018-11-07
MachineLearning_Python-master\AnomalyDetection, 0 , 2018-11-07
MachineLearning_Python-master\AnomalyDetection\AnomalyDetection.py, 3932 , 2018-11-07
MachineLearning_Python-master\AnomalyDetection\data1.mat, 9501 , 2018-11-07
MachineLearning_Python-master\AnomalyDetection\data2.mat, 93481 , 2018-11-07
MachineLearning_Python-master\K-Means, 0 , 2018-11-07
MachineLearning_Python-master\K-Means\K-Means_scikit-learn.py, 549 , 2018-11-07
MachineLearning_Python-master\K-Means\K-Menas.py, 5202 , 2018-11-07
MachineLearning_Python-master\K-Means\bird.mat, 45606 , 2018-11-07
MachineLearning_Python-master\K-Means\bird.png, 33031 , 2018-11-07
MachineLearning_Python-master\K-Means\data.mat, 4784 , 2018-11-07
MachineLearning_Python-master\LICENSE, 1064 , 2018-11-07
MachineLearning_Python-master\LinearRegression, 0 , 2018-11-07
MachineLearning_Python-master\LinearRegression\LinearRegression.py, 3852 , 2018-11-07
MachineLearning_Python-master\LinearRegression\LinearRegression_scikit-learn.py, 1293 , 2018-11-07
MachineLearning_Python-master\LinearRegression\data.csv, 657 , 2018-11-07
MachineLearning_Python-master\LinearRegression\data.npy, 644 , 2018-11-07
MachineLearning_Python-master\LinearRegression\data.txt, 657 , 2018-11-07
MachineLearning_Python-master\LogisticRegression, 0 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\LogisticRegression.py, 5245 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\LogisticRegression_OneVsAll.py, 5030 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\LogisticRegression_OneVsAll_scikit-learn.py, 806 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\LogisticRegression_scikit-learn.py, 1370 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\class_y.csv, 150000 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\data1.npy, 2480 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\data1.txt, 3775 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\data2.txt, 2233 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\data_digits.mat, 7512835 , 2018-11-07
MachineLearning_Python-master\LogisticRegression\predict.csv, 250000 , 2018-11-07
MachineLearning_Python-master\NeuralNetwok, 0 , 2018-11-07
MachineLearning_Python-master\NeuralNetwok\NeuralNetwork.py, 11096 , 2018-11-07
MachineLearning_Python-master\NeuralNetwok\data_digits.mat, 7512835 , 2018-11-07
MachineLearning_Python-master\NeuralNetwok\predict.csv, 250000 , 2018-11-07
MachineLearning_Python-master\PCA, 0 , 2018-11-07
MachineLearning_Python-master\PCA\PCA.py, 4461 , 2018-11-07
MachineLearning_Python-master\PCA\PCA_scikit-learn.py, 3177 , 2018-11-07
MachineLearning_Python-master\PCA\data.mat, 995 , 2018-11-07
MachineLearning_Python-master\PCA\data_faces.mat, 11027767 , 2018-11-07
MachineLearning_Python-master\SVM, 0 , 2018-11-07
MachineLearning_Python-master\SVM\SVM_scikit-learn.py, 2174 , 2018-11-07
MachineLearning_Python-master\SVM\data.txt, 2233 , 2018-11-07
MachineLearning_Python-master\SVM\data1.mat, 981 , 2018-11-07
MachineLearning_Python-master\SVM\data2.mat, 7604 , 2018-11-07
MachineLearning_Python-master\SVM\data3.mat, 6038 , 2018-11-07
MachineLearning_Python-master\formula, 0 , 2018-11-07
MachineLearning_Python-master\formula\AnomalyDetection.wmf, 20098 , 2018-11-07
MachineLearning_Python-master\formula\K-Means.wmf, 7664 , 2018-11-07
MachineLearning_Python-master\formula\LinearRegression_01.wmf, 10704 , 2018-11-07
MachineLearning_Python-master\formula\LogisticRegression_01.wmf, 21976 , 2018-11-07
MachineLearning_Python-master\formula\NeuralNetwork.wmf, 34806 , 2018-11-07
MachineLearning_Python-master\formula\PCA.wmf, 28284 , 2018-11-07
MachineLearning_Python-master\formula\SVM.wmf, 42698 , 2018-11-07
MachineLearning_Python-master\images, 0 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_01.png, 7492 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_02.png, 18669 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_03.png, 18823 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_04.png, 9615 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_05.png, 4425 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_06.png, 4525 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_07.png, 6410 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_08.png, 24047 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_09.png, 61147 , 2018-11-07
MachineLearning_Python-master\images\AnomalyDetection_10.png, 23750 , 2018-11-07
MachineLearning_Python-master\images\K-Means_01.png, 21789 , 2018-11-07
MachineLearning_Python-master\images\K-Means_02.png, 23848 , 2018-11-07
MachineLearning_Python-master\images\K-Means_03.png, 27750 , 2018-11-07
MachineLearning_Python-master\images\K-Means_04.png, 16227 , 2018-11-07
MachineLearning_Python-master\images\K-Means_05.png, 30645 , 2018-11-07
MachineLearning_Python-master\images\K-Means_06.png, 160442 , 2018-11-07
MachineLearning_Python-master\images\K-Means_07.png, 2267 , 2018-11-07
MachineLearning_Python-master\images\LinearRegression_01.png, 21159 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_01.png, 18360 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_02.png, 16007 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_03.jpg, 2732027 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_04.png, 39497 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_05.png, 7343 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_06.png, 46133 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_07.png, 11039 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_08.png, 156664 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_09.png, 87041 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_10.png, 17971 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_11.png, 10624 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_12.png, 33187 , 2018-11-07
MachineLearning_Python-master\images\LogisticRegression_13.png, 5576 , 2018-11-07
MachineLearning_Python-master\images\NeuralNetwork_01.png, 24893 , 2018-11-07
MachineLearning_Python-master\images\NeuralNetwork_02.png, 5807 , 2018-11-07
MachineLearning_Python-master\images\NeuralNetwork_03.jpg, 4815725 , 2018-11-07
MachineLearning_Python-master\images\NeuralNetwork_04.png, 37341 , 2018-11-07
MachineLearning_Python-master\images\NeuralNetwork_05.png, 43815 , 2018-11-07
MachineLearning_Python-master\images\NeuralNetwork_06.png, 85253 , 2018-11-07
MachineLearning_Python-master\images\NeuralNetwork_07.png, 112647 , 2018-11-07
MachineLearning_Python-master\images\NeuralNetwork_08.png, 14862 , 2018-11-07
MachineLearning_Python-master\images\NeuralNetwork_09.png, 6861 , 2018-11-07
MachineLearning_Python-master\images\PCA_01.png, 21288 , 2018-11-07
MachineLearning_Python-master\images\PCA_02.png, 7144 , 2018-11-07
MachineLearning_Python-master\images\PCA_03.png, 16049 , 2018-11-07
MachineLearning_Python-master\images\PCA_04.png, 16245 , 2018-11-07
MachineLearning_Python-master\images\PCA_05.png, 30430 , 2018-11-07
MachineLearning_Python-master\images\PCA_06.png, 167477 , 2018-11-07