├── .gitignore ├── README.md ├── Reinforcement Learning ├── Calculating State Utilities.ipynb ├── Calculating Transition Probabilities.ipynb ├── Defining Initial Distribution.ipynb ├── Policy Iteration Algorithm.ipynb ├── T.npy └── Value Iteration Algorithm.ipynb ├── classification_and_regression_trees ├── bikeSpeedVsIq_test.txt ├── bikeSpeedVsIq_train.txt ├── compare.py ├── dot │ ├── ex0.dot │ ├── ex00.dot │ ├── ex2.dot │ ├── ex2_prune.dot │ └── exp2.dot ├── ex0.txt ├── ex00.txt ├── ex2.dot ├── ex2.txt ├── ex2test.txt ├── exp.txt ├── exp2.dot ├── exp2.txt ├── model_tree.py ├── notebook │ ├── 分段函数回归树.ipynb │ ├── 后剪枝.ipynb │ └── 模型树对分段线性函数进行回归.ipynb ├── pic │ ├── Thumbs.db │ ├── bike_data.png │ ├── bike_regression.png │ ├── ex00_regression.png │ ├── ex00_tree.png │ ├── ex0_data.png │ ├── ex0_regression.png │ ├── ex0_tree.png │ ├── ex2_data.png │ ├── ex2_prune.png │ ├── ex2_regression_2000.png │ ├── ex2_regression_ori.png │ ├── ex2_tree_1.png │ ├── ex2_tree_2000.png │ ├── exp2_data.png │ ├── exp2_regression.png │ └── exp2_tree.png ├── prune.py └── regression_tree.py ├── decision_tree ├── english_big.txt ├── lenses.dot ├── lenses.gif ├── lenses.py ├── lenses.txt ├── sms_tree.dot ├── sms_tree.gif ├── sms_tree.pkl ├── sms_tree.py ├── sms_tree_2.dot ├── sms_tree_2.gif └── trees.py ├── linear_regression ├── abalone.txt ├── ex0.txt ├── ex1.txt ├── lasso_regression.ipynb ├── lasso_regression.py ├── lasso_traj.ipynb ├── lasso_traj.png ├── lasso_ws ├── local_weighted_linear_regression.py ├── lwlr_k003.png ├── lwlr_k01.png ├── lwlr_k05.png ├── ridge_regression.ipynb ├── ridge_regression.py ├── ridge_traj.png ├── ridge_traj_ori.png ├── stage_traj.png ├── stage_wise_regression.py ├── stage_wise_traj.ipynb ├── standard_linear_regression.py └── std_linear_regression.png ├── logistic_regression ├── english_big.txt ├── grad_ascent_animation.gif ├── grad_ascent_params.png ├── logreg_grad_ascent.py ├── logreg_stoch_grad_ascent.py ├── sms.py ├── stoch_grad_ascent_animation.gif ├── 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