mit-ml-master

代码说明：

说明：  机器学习代码，希望对机器学习代码编写有所帮助。好几个代码，按需取用。(DecisionTree realized by python)

文件列表：

mit-ml-master, 0 , 2018-01-11
mit-ml-master\.gitignore, 22 , 2018-01-11
mit-ml-master\README.md, 1703 , 2018-01-11
mit-ml-master\algorithm_analysis, 0 , 2018-01-11
mit-ml-master\algorithm_analysis\data, 0 , 2018-01-11
mit-ml-master\algorithm_analysis\data\water.mat, 1321 , 2018-01-11
mit-ml-master\algorithm_analysis\diagnose.py, 4420 , 2018-01-11
mit-ml-master\algorithm_analysis\linear_regression.py, 3525 , 2018-01-11
mit-ml-master\anomaly_detection, 0 , 2018-01-11
mit-ml-master\anomaly_detection\anomaly.py, 2039 , 2018-01-11
mit-ml-master\anomaly_detection\data, 0 , 2018-01-11
mit-ml-master\anomaly_detection\data\ex8data1.mat, 9501 , 2018-01-11
mit-ml-master\anomaly_detection\data\ex8data2.mat, 93481 , 2018-01-11
mit-ml-master\anomaly_detection\test_anomaly_detection.py, 2288 , 2018-01-11
mit-ml-master\kmeans, 0 , 2018-01-11
mit-ml-master\kmeans\data, 0 , 2018-01-11
mit-ml-master\kmeans\data\places.txt, 4693 , 2018-01-11
mit-ml-master\kmeans\data\portlandClubs.txt, 3105 , 2018-01-11
mit-ml-master\kmeans\data\testSet.txt, 1600 , 2018-01-11
mit-ml-master\kmeans\data\testSet2.txt, 1194 , 2018-01-11
mit-ml-master\kmeans\kmeans.py, 5703 , 2018-01-11
mit-ml-master\kmeans\test_bi_kmeans.py, 954 , 2018-01-11
mit-ml-master\kmeans\test_normal_kmeans.py, 975 , 2018-01-11
mit-ml-master\linear_regression, 0 , 2018-01-11
mit-ml-master\linear_regression\data, 0 , 2018-01-11
mit-ml-master\linear_regression\data\ex0.txt, 5400 , 2018-01-11
mit-ml-master\linear_regression\data\ex1.txt, 1359 , 2018-01-11
mit-ml-master\linear_regression\data\houses.txt, 657 , 2018-01-11
mit-ml-master\linear_regression\data\lwr.txt, 38 , 2018-01-11
mit-ml-master\linear_regression\data\temperature.txt, 108 , 2018-01-11
mit-ml-master\linear_regression\regression.py, 5815 , 2018-01-11
mit-ml-master\linear_regression\test_bgd.py, 2736 , 2018-01-11
mit-ml-master\linear_regression\test_feature_scaling.py, 1895 , 2018-01-11
mit-ml-master\linear_regression\test_lwr.py, 2158 , 2018-01-11
mit-ml-master\linear_regression\test_multiple.py, 2382 , 2018-01-11
mit-ml-master\linear_regression\test_sgd.py, 2679 , 2018-01-11
mit-ml-master\linear_regression\test_temperature_normal.py, 1404 , 2018-01-11
mit-ml-master\linear_regression\test_temperature_polynomial.py, 1784 , 2018-01-11
mit-ml-master\logical_regression, 0 , 2018-01-11
mit-ml-master\logical_regression\data, 0 , 2018-01-11
mit-ml-master\logical_regression\data\ex3data1.mat, 7511764 , 2018-01-11
mit-ml-master\logical_regression\data\linear.txt, 2087 , 2018-01-11
mit-ml-master\logical_regression\data\non_linear.txt, 2351 , 2018-01-11
mit-ml-master\logical_regression\logical_regression.py, 4279 , 2018-01-11
mit-ml-master\logical_regression\test_linear_boundry.py, 2484 , 2018-01-11
mit-ml-master\logical_regression\test_non_linear_boundry.py, 1960 , 2018-01-11
mit-ml-master\logical_regression\test_onevsall.py, 768 , 2018-01-11
mit-ml-master\neural_network, 0 , 2018-01-11
mit-ml-master\neural_network\data, 0 , 2018-01-11
mit-ml-master\neural_network\data\ex4weights.mat, 79592 , 2018-01-11
mit-ml-master\neural_network\data\handwritten_digits.mat, 7511764 , 2018-01-11
mit-ml-master\neural_network\nn.py, 8643 , 2018-01-11
mit-ml-master\neural_network\test_handwritten_digits.py, 588 , 2018-01-11
mit-ml-master\neural_network\test_logic_and.py, 404 , 2018-01-11
mit-ml-master\pca, 0 , 2018-01-11
mit-ml-master\pca\data, 0 , 2018-01-11
mit-ml-master\pca\data\bird_small.mat, 45606 , 2018-01-11
mit-ml-master\pca\data\ex7data1.mat, 995 , 2018-01-11
mit-ml-master\pca\data\ex7data2.mat, 4784 , 2018-01-11
mit-ml-master\pca\data\ex7faces.mat, 11027767 , 2018-01-11
mit-ml-master\pca\kmeans.py, 5700 , 2018-01-11
mit-ml-master\pca\pca.py, 1007 , 2018-01-11
mit-ml-master\pca\test_pca4performance.py, 1137 , 2018-01-11
mit-ml-master\pca\test_pca4visualization.py, 1450 , 2018-01-11
mit-ml-master\recommender_system, 0 , 2018-01-11
mit-ml-master\recommender_system\data, 0 , 2018-01-11
mit-ml-master\recommender_system\data\ex8_movieParams.mat, 201196 , 2018-01-11
mit-ml-master\recommender_system\data\ex8_movies.mat, 223396 , 2018-01-11
mit-ml-master\recommender_system\data\movie_ids.txt, 48444 , 2018-01-11
mit-ml-master\recommender_system\recommender.py, 4429 , 2018-01-11
mit-ml-master\recommender_system\test_movies_rating.py, 1454 , 2018-01-11
mit-ml-master\svm, 0 , 2018-01-11
mit-ml-master\svm\data, 0 , 2018-01-11
mit-ml-master\svm\data\emailSample1.txt, 393 , 2018-01-11
mit-ml-master\svm\data\emailSample2.txt, 1301 , 2018-01-11
mit-ml-master\svm\data\ex6data1.mat, 981 , 2018-01-11
mit-ml-master\svm\data\ex6data2.mat, 7604 , 2018-01-11
mit-ml-master\svm\data\ex6data3.mat, 6038 , 2018-01-11
mit-ml-master\svm\data\spamSample1.txt, 655 , 2018-01-11
mit-ml-master\svm\data\spamSample2.txt, 245 , 2018-01-11
mit-ml-master\svm\data\spamTest.mat, 112717 , 2018-01-11
mit-ml-master\svm\data\spamTrain.mat, 428814 , 2018-01-11
mit-ml-master\svm\smo.py, 9489 , 2018-01-11
mit-ml-master\svm\spam.py, 1691 , 2018-01-11
mit-ml-master\svm\test_linear.py, 1429 , 2018-01-11
mit-ml-master\svm\test_model_selection.py, 2334 , 2018-01-11
mit-ml-master\svm\test_non_linear.py, 1720 , 2018-01-11
mit-ml-master\svm\test_spam.py, 1778 , 2018-01-11
mit-ml-master\svm\vocab.txt, 20240 , 2018-01-11