├── AdaBoost_Project1 └── AdaBoost.py ├── AdaBoost_Project2 ├── AdaBoost.py ├── horseColicTest2.txt └── horseColicTraining2.txt ├── AdaBoost_Project3 ├── AdaBoost.py ├── horseColicTest2.txt └── horseColicTraining2.txt ├── AdaBoost_Project4 ├── AdaBoost.py └── horseColicTraining2.txt ├── Apriori_Project1 ├── Apriori.py └── mushroom.dat ├── Bayes_Project1 └── Bayes.py ├── Bayes_Project2 ├── Bayes.py └── email │ ├── ham │ ├── 1.txt │ ├── 10.txt │ ├── 11.txt │ ├── 12.txt │ ├── 13.txt │ ├── 14.txt │ ├── 15.txt │ ├── 16.txt │ ├── 17.txt │ ├── 18.txt │ ├── 19.txt │ ├── 2.txt │ ├── 20.txt │ ├── 21.txt │ ├── 22.txt │ ├── 23.txt │ ├── 24.txt │ ├── 25.txt │ ├── 3.txt │ ├── 4.txt │ ├── 5.txt │ ├── 6.txt │ ├── 7.txt │ ├── 8.txt │ └── 9.txt │ └── spam │ ├── 1.txt │ ├── 10.txt │ ├── 11.txt │ ├── 12.txt │ ├── 13.txt │ ├── 14.txt │ ├── 15.txt │ ├── 16.txt │ ├── 17.txt │ ├── 18.txt │ ├── 19.txt │ ├── 2.txt │ ├── 20.txt │ ├── 21.txt │ ├── 22.txt │ ├── 23.txt │ ├── 24.txt │ ├── 25.txt │ ├── 3.txt │ ├── 4.txt │ ├── 5.txt │ ├── 6.txt │ ├── 7.txt │ ├── 8.txt │ └── 9.txt ├── Bayes_Project3 ├── Bayes.py ├── SogouC │ ├── ClassList.txt │ └── Sample │ │ ├── C000008 │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt │ │ ├── C000010 │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt │ │ ├── C000013 │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt │ │ ├── C000014 │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt │ │ ├── C000016 │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt │ │ ├── C000020 │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt │ │ ├── C000022 │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt │ │ ├── C000023 │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt │ │ └── C000024 │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt └── stopwords_cn.txt ├── BayesianAnalysisWithPython └── Gauss.py ├── CART_Project1 ├── CART.py ├── ex0.txt ├── ex00.txt └── ex2.txt ├── CART_Project2 ├── CART.py └── ex0.txt ├── CART_Project3 ├── CART.py ├── ex2.txt └── ex2test.txt ├── CART_Project4 ├── CART.py ├── Figure_1.png └── exp2.txt ├── CART_Project5 ├── CART.py ├── bikeSpeedVsIq_test.txt └── bikeSpeedVsIq_train.txt ├── CART_Project6 ├── CART.py ├── GUI.py ├── __pycache__ │ └── CART.cpython-36.pyc └── sine.txt ├── DecisionTree_Project1 ├── DecisionTree.py └── classifierStorage.txt ├── DecisionTree_Project2 ├── DecisionTree.py ├── lenses.txt └── tree.pdf ├── EM_Project1 └── EM_towcoins.py ├── FP_Growth_Project1 └── FP_Growth.py ├── FP_Growth_Project2 ├── FP_Growth.py ├── __pycache__ │ └── FP_Growth.cpython-36.pyc └── main.py ├── K_Means_Project1 ├── Figure_1.png ├── K_Means.py └── testSet.txt ├── K_Means_Project2 ├── Figure_1.png ├── K_Means.py └── testSet2.txt ├── K_Means_Project3 ├── Figure_1.png ├── KMeans.py ├── K_Means.py ├── Portland.png ├── __pycache__ │ └── KMeans.cpython-36.pyc ├── places.txt └── portlandClubs.txt ├── K_Means_Project4 ├── Figure_1.png └── K_Means.py ├── LinearRegression_Project1 ├── LinearRegression.py └── ex0.txt ├── LinearRegression_Project2 ├── LinearRegression.py └── ex0.txt ├── LinearRegression_Project3 ├── LinearRegression.py └── abalone.txt ├── LinearRegression_Project4 ├── LinearRegression.py └── lego │ ├── lego10030.html │ ├── lego10179.html │ ├── lego10181.html │ ├── lego10189.html │ ├── lego10196.html │ └── lego8288.html ├── Logistic_Project1 ├── Logistic.py └── testSet.txt ├── Logistic_Project2 ├── Logistic.py ├── horseColicTest.txt └── horseColicTraining.txt ├── Logistic_Project3 ├── Logistic.py ├── horseColicTest.txt └── horseColicTraining.txt ├── NeuralNetwork_Project1 ├── MLP.py ├── NN.py ├── mnist_dataset │ ├── mnist_readme.txt │ ├── mnist_test_10.csv │ └── mnist_train_100.csv └── my_own_images │ ├── 2828_my_own_2.png │ ├── 2828_my_own_3.png │ ├── 2828_my_own_4.png │ ├── 2828_my_own_5.png │ ├── 2828_my_own_6.png │ ├── 2828_my_own_image.png │ ├── 2828_my_own_noisy_6.png │ └── readme.txt ├── PCA_Project1 ├── PCA.py └── testSet.txt ├── PCA_Project2 ├── PCA.py └── secom.data ├── Perceptron_Project1 ├── DataSet.png ├── Perceptron.py ├── 决策区域图像.png └── 每次迭代错误分类数量.png ├── README.md ├── RidgeRegression_Project1 ├── 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