├── Chapter1 └── README.md ├── Chapter2 ├── 2d.png ├── README.md ├── perceptron.py └── perceptron_duality.py ├── Chapter3 ├── 3.1.py ├── KNN_appointment.py ├── KNN_movie.py ├── README.md ├── datingTestSet.txt ├── iris.py └── iris_kdtree.py ├── Chapter4 ├── Naive_Bayes.py ├── README.md └── 例4.1.py ├── Chapter5 ├── C4.5.py ├── README.md ├── decision_tree.py └── info_gain.py ├── Chapter6 └── README.md ├── Chapter7 ├── README.md ├── SVM.py ├── surrogate_loss_function.py ├── test.png └── 习题7.2.py ├── Chapter8 ├── AdaBoost习题8.1.py ├── AdaBoost例8.1.py └── README.md ├── README.md └── markdown语法.md /Chapter1/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/librauee/Statistical-Learning/HEAD/Chapter1/README.md -------------------------------------------------------------------------------- /Chapter2/2d.png: -------------------------------------------------------------------------------- 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