├── .gitignore ├── LICENSE ├── README.md ├── RL └── q-learning.py ├── basic_algorithm ├── ann │ ├── bpann.py │ └── simple_nn.py ├── apriori │ └── apriori.py ├── bayes │ └── bayes.py ├── clustering │ └── k-means.py ├── decision_tree │ ├── dt_iris.jpg │ ├── dt_sk.py │ ├── myTree.py │ └── tree.txt ├── gradient_descent │ ├── CostFunc_GD.py │ └── simple_gradient_descent.py ├── knn │ ├── knn.py │ └── train.py ├── liner_regression │ ├── liner_regression.py │ ├── regression.py │ └── train.py ├── logistic_regression │ ├── data_helper.py │ ├── logRegression.py │ ├── logistic_regression.py │ ├── tmp.py │ └── train.py ├── pca │ └── pca.py ├── regression_tree │ └── regTree.py └── svd │ └── svd.py ├── keras ├── data │ └── testSet.txt └── t1.py ├── nlp └── nltk │ ├── 1_basic.py │ ├── 2_book.py │ ├── 3_corpus.py │ └── 4_classify.py ├── number_recognization ├── img_proc.py ├── num_clf.py ├── num_clf_cnn.py ├── ref │ └── Deep MNIST for Experts  _  TensorFlow.pdf └── test_data │ ├── 0.jpg │ ├── 0_28x28.jpg │ ├── 1.jpg │ ├── 1_28x28.jpg │ ├── 2.jpg │ ├── 2_28x28.jpg │ ├── 3.jpg │ ├── 3_28x28.jpg │ ├── 4.jpg │ ├── 4_28x28.jpg │ ├── 5.jpg │ ├── 5_28x28.jpg │ ├── 6.jpg │ ├── 6_28x28.jpg │ ├── 7.jpg │ ├── 7_28x28.jpg │ ├── 8.jpg │ ├── 8_28x28.jpg │ ├── 9.jpg │ ├── 9_28x28.jpg │ └── _0-9.jpg ├── opencv ├── data │ ├── tt.jpg │ ├── xx.jpg │ └── xx1.jpg └── ex01.py ├── sklearn └── 1_Supervised_learning │ ├── Decision_Tree.py │ ├── Ensemble_Methods.py │ ├── Generalized_Linear_Models.py │ ├── Naive_Bayes.py │ ├── Support_Vector_Machines.py │ └── tree_iris.png └── tensorflow ├── 10_cnn_mnist.py ├── 11_lstm_classification.py ├── 12_lstm_regression.py ├── 13_saver.py ├── 1_simple_regression.py ├── 2_session.py ├── 3_variable.py ├── 4_placeholder.py ├── 5_simple_nn.py ├── 6_display_learning_process.py ├── 7_tensor_board.py ├── 8_mnist_classification.py └── 9_dropout.py /.gitignore: -------------------------------------------------------------------------------- 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