git_book-master

git_book-master\LICENSE

git_book-master\README.md

git_book-master\chapters

git_book-master\chapters\Bayesian

git_book-master\chapters\Bayesian\__init__.py

git_book-master\chapters\Bayesian\__pycache__

git_book-master\chapters\Bayesian\__pycache__\__init__.cpython-35.pyc

git_book-master\chapters\Bayesian\__pycache__\bayesian.cpython-35.pyc

git_book-master\chapters\Bayesian\__pycache__\bernoulliNB.cpython-35.pyc

git_book-master\chapters\Bayesian\__pycache__\gaussianNB.cpython-35.pyc

git_book-master\chapters\Bayesian\__pycache__\multinomialNB.cpython-35.pyc

git_book-master\chapters\Bayesian\bayesian.py

git_book-master\chapters\Bayesian\bernoulliNB.py

git_book-master\chapters\Bayesian\gaussianNB.py

git_book-master\chapters\Bayesian\multinomialNB.py

git_book-master\chapters\Cluster_EM

git_book-master\chapters\Cluster_EM\__init__.py

git_book-master\chapters\Cluster_EM\__pycache__

git_book-master\chapters\Cluster_EM\__pycache__\__init__.cpython-35.pyc

git_book-master\chapters\Cluster_EM\__pycache__\agglomerative_clustering.cpython-35.pyc

git_book-master\chapters\Cluster_EM\__pycache__\cluster.cpython-35.pyc

git_book-master\chapters\Cluster_EM\__pycache__\dbscan.cpython-35.pyc

git_book-master\chapters\Cluster_EM\__pycache__\gmm.cpython-35.pyc

git_book-master\chapters\Cluster_EM\__pycache__\kmeans.cpython-35.pyc

git_book-master\chapters\Cluster_EM\agglomerative_clustering.py

git_book-master\chapters\Cluster_EM\cluster.py

git_book-master\chapters\Cluster_EM\dbscan.py

git_book-master\chapters\Cluster_EM\gmm.py

git_book-master\chapters\Cluster_EM\kmeans.py

git_book-master\chapters\Decision_Tree

git_book-master\chapters\Decision_Tree\__init__.py

git_book-master\chapters\Decision_Tree\__pycache__

git_book-master\chapters\Decision_Tree\__pycache__\__init__.cpython-35.pyc

git_book-master\chapters\Decision_Tree\__pycache__\decisiontree_classifier.cpython-35.pyc

git_book-master\chapters\Decision_Tree\__pycache__\decisiontree_regressor.cpython-35.pyc

git_book-master\chapters\Decision_Tree\decisiontree_classifier.py

git_book-master\chapters\Decision_Tree\decisiontree_regressor.py

git_book-master\chapters\Ensemble

git_book-master\chapters\Ensemble\__init__.py

git_book-master\chapters\Ensemble\__pycache__

git_book-master\chapters\Ensemble\__pycache__\__init__.cpython-35.pyc

git_book-master\chapters\Ensemble\__pycache__\adaboost_classifier.cpython-35.pyc

git_book-master\chapters\Ensemble\__pycache__\adaboost_regressor.cpython-35.pyc

git_book-master\chapters\Ensemble\__pycache__\gradientboosting_classifier.cpython-35.pyc

git_book-master\chapters\Ensemble\__pycache__\gradientboosting_regressor.cpython-35.pyc

git_book-master\chapters\Ensemble\__pycache__\randomforest_classifier.cpython-35.pyc

git_book-master\chapters\Ensemble\__pycache__\randomforest_regressor.cpython-35.pyc

git_book-master\chapters\Ensemble\adaboost_classifier.py

git_book-master\chapters\Ensemble\adaboost_regressor.py

git_book-master\chapters\Ensemble\gradientboosting_classifier.py

git_book-master\chapters\Ensemble\gradientboosting_regressor.py

git_book-master\chapters\Ensemble\randomforest_classifier.py

git_book-master\chapters\Ensemble\randomforest_regressor.py

git_book-master\chapters\KNN_Dimension_Reduction

git_book-master\chapters\KNN_Dimension_Reduction\__init__.py

git_book-master\chapters\KNN_Dimension_Reduction\__pycache__

git_book-master\chapters\KNN_Dimension_Reduction\__pycache__\__init__.cpython-35.pyc

git_book-master\chapters\KNN_Dimension_Reduction\__pycache__\isomap.cpython-35.pyc

git_book-master\chapters\KNN_Dimension_Reduction\__pycache__\kneighbors_classifier.cpython-35.pyc

git_book-master\chapters\KNN_Dimension_Reduction\__pycache__\kneighbors_regressor.cpython-35.pyc

git_book-master\chapters\KNN_Dimension_Reduction\__pycache__\kpca.cpython-35.pyc

git_book-master\chapters\KNN_Dimension_Reduction\__pycache__\lle.cpython-35.pyc

git_book-master\chapters\KNN_Dimension_Reduction\__pycache__\mds.cpython-35.pyc

git_book-master\chapters\KNN_Dimension_Reduction\__pycache__\pca.cpython-35.pyc

git_book-master\chapters\KNN_Dimension_Reduction\isomap.py

git_book-master\chapters\KNN_Dimension_Reduction\kneighbors_classifier.py

git_book-master\chapters\KNN_Dimension_Reduction\kneighbors_regressor.py

git_book-master\chapters\KNN_Dimension_Reduction\kpca.py

git_book-master\chapters\KNN_Dimension_Reduction\lle.py

git_book-master\chapters\KNN_Dimension_Reduction\mds.py

git_book-master\chapters\KNN_Dimension_Reduction\pca.py

git_book-master\chapters\Kaggle

git_book-master\chapters\Kaggle\__init__.py

git_book-master\chapters\Kaggle\__pycache__

git_book-master\chapters\Kaggle\__pycache__\__init__.cpython-35.pyc

git_book-master\chapters\Kaggle\__pycache__\data_clean.cpython-35.pyc

git_book-master\chapters\Kaggle\__pycache__\data_preprocess.cpython-35.pyc

git_book-master\chapters\Kaggle\__pycache__\grid_search.cpython-35.pyc

git_book-master\chapters\Kaggle\__pycache__\learning_validation_curve.cpython-35.pyc

git_book-master\chapters\Kaggle\check_data.ipynb

git_book-master\chapters\Kaggle\data_clean.py

git_book-master\chapters\Kaggle\data_preprocess.py

git_book-master\chapters\Kaggle\grid_search.py

git_book-master\chapters\Kaggle\learning_validation_curve.py

git_book-master\chapters\Linear

git_book-master\chapters\Linear\__init__.py

git_book-master\chapters\Linear\__pycache__

git_book-master\chapters\Linear\__pycache__\__init__.cpython-35.pyc

git_book-master\chapters\Linear\__pycache__\elasticnet.cpython-35.pyc

git_book-master\chapters\Linear\__pycache__\lasso.cpython-35.pyc

git_book-master\chapters\Linear\__pycache__\lda.cpython-35.pyc

git_book-master\chapters\Linear\__pycache__\linear_regression.cpython-35.pyc

git_book-master\chapters\Linear\__pycache__\logistic_regression.cpython-35.pyc

git_book-master\chapters\Linear\__pycache__\ridge.cpython-35.pyc

git_book-master\chapters\Linear\elasticnet.py

git_book-master\chapters\Linear\lasso.py

git_book-master\chapters\Linear\lda.py

git_book-master\chapters\Linear\linear_regression.py

git_book-master\chapters\Linear\logistic_regression.py