├── .gitattributes ├── .github └── workflows │ └── build.yml ├── .gitignore ├── BUILD.md ├── LICENSE ├── Pipfile ├── Pipfile.lock ├── README.md ├── export-notebooks.sh ├── jupyter.sh ├── notebooks ├── automl │ ├── classification_with_automl.ipynb │ ├── classification_with_automl.md │ ├── classification_with_automl_files │ │ ├── classification_with_automl_11_0.png │ │ └── classification_with_automl_4_1.png │ ├── regression_with_automl.ipynb │ ├── regression_with_automl.md │ └── regression_with_automl_files │ │ ├── regression_with_automl_12_0.png │ │ ├── regression_with_automl_13_0.png │ │ ├── regression_with_automl_14_0.png │ │ └── regression_with_automl_6_0.png ├── basics │ ├── feature_scaling.ipynb │ ├── feature_scaling.md │ ├── feature_scaling_files │ │ ├── feature_scaling_11_0.png │ │ ├── feature_scaling_14_0.png │ │ ├── feature_scaling_17_0.png │ │ ├── feature_scaling_20_0.png │ │ ├── feature_scaling_23_0.png │ │ ├── feature_scaling_26_0.png │ │ ├── feature_scaling_29_0.png │ │ ├── feature_scaling_5_0.png │ │ └── feature_scaling_8_0.png │ ├── statistical_analysis.ipynb │ ├── statistical_analysis.md │ └── statistical_analysis_files │ │ ├── statistical_analysis_21_0.png │ │ └── statistical_analysis_22_0.png ├── hyperparameter │ ├── hyperparameter_gridsearch.ipynb │ ├── hyperparameter_gridsearch.md │ └── hyperparameter_gridsearch_files │ │ ├── hyperparameter_gridsearch_13_0.png │ │ └── hyperparameter_gridsearch_6_1.png ├── supervised │ ├── classification │ │ ├── ensemble │ │ │ ├── classification_adaboost.ipynb │ │ │ ├── classification_adaboost.md │ │ │ ├── classification_adaboost_files │ │ │ │ ├── classification_adaboost_6_1.png │ │ │ │ └── classification_adaboost_9_0.png │ │ │ ├── classification_bagging.ipynb │ │ │ ├── classification_bagging.md │ │ │ ├── classification_bagging_files │ │ │ │ ├── classification_bagging_6_1.png │ │ │ │ └── classification_bagging_9_0.png │ │ │ ├── classification_extra_trees.ipynb │ │ │ ├── classification_extra_trees.md │ │ │ ├── classification_extra_trees_files │ │ │ │ ├── classification_extra_trees_6_1.png │ │ │ │ └── classification_extra_trees_9_0.png │ │ │ ├── classification_gdb.ipynb │ │ │ ├── classification_gdb.md │ │ │ ├── classification_gdb_files │ │ │ │ ├── classification_gdb_6_1.png │ │ │ │ └── classification_gdb_9_0.png │ │ │ ├── classification_random_forest.ipynb │ │ │ ├── classification_random_forest.md │ │ │ ├── classification_random_forest_files │ │ │ │ ├── classification_random_forest_6_1.png │ │ │ │ └── classification_random_forest_9_0.png │ │ │ ├── classification_xgboost.ipynb │ │ │ ├── classification_xgboost.md │ │ │ └── classification_xgboost_files │ │ │ │ ├── classification_xgboost_6_1.png │ │ │ │ └── classification_xgboost_9_0.png │ │ ├── linear │ │ │ ├── classification_logistic_regression.ipynb │ │ │ ├── classification_logistic_regression.md │ │ │ ├── classification_logistic_regression_files │ │ │ │ ├── classification_logistic_regression_6_1.png │ │ │ │ └── classification_logistic_regression_9_0.png │ │ │ ├── classification_ridge.ipynb │ │ │ ├── classification_ridge.md │ │ │ ├── classification_ridge_files │ │ │ │ ├── classification_ridge_6_1.png │ │ │ │ └── classification_ridge_9_0.png │ │ │ ├── classification_sdg.ipynb │ │ │ ├── classification_sdg.md │ │ │ └── classification_sdg_files │ │ │ │ ├── classification_sdg_6_1.png │ │ │ │ └── classification_sdg_9_0.png │ │ ├── nonlinear │ │ │ ├── classification_decision_trees.ipynb │ │ │ ├── classification_decision_trees.md │ │ │ ├── classification_decision_trees_files │ │ │ │ ├── classification_decision_trees_11_0.svg │ │ │ │ ├── classification_decision_trees_6_1.png │ │ │ │ └── classification_decision_trees_9_0.png │ │ │ ├── classification_kNN.ipynb │ │ │ ├── classification_kNN.md │ │ │ └── classification_kNN_files │ │ │ │ ├── classification_kNN_6_1.png │ │ │ │ └── classification_kNN_9_0.png │ │ └── svm │ │ │ ├── classification_svm.ipynb │ │ │ ├── classification_svm.md │ │ │ └── classification_svm_files │ │ │ ├── classification_svm_6_1.png │ │ │ └── classification_svm_9_0.png │ ├── neural_net │ │ ├── classification_neural_net.ipynb │ │ ├── classification_neural_net.md │ │ ├── classification_neural_net_files │ │ │ ├── classification_neural_net_13_0.png │ │ │ ├── classification_neural_net_2_0.png │ │ │ ├── classification_neural_net_3_0.png │ │ │ ├── classification_neural_net_5_1.png │ │ │ └── classification_neural_net_9_0.png │ │ ├── regression_neural_net.ipynb │ │ ├── regression_neural_net.md │ │ └── regression_neural_net_files │ │ │ ├── regression_neural_net_11_0.png │ │ │ ├── regression_neural_net_12_0.png │ │ │ ├── regression_neural_net_13_0.png │ │ │ ├── regression_neural_net_5_0.png │ │ │ └── regression_neural_net_9_0.png │ ├── regression │ │ ├── ensemble │ │ │ ├── regression_adaboost.ipynb │ │ │ ├── regression_adaboost.md │ │ │ ├── regression_adaboost_files │ │ │ │ ├── regression_adaboost_5_0.png │ │ │ │ ├── regression_adaboost_7_0.png │ │ │ │ ├── regression_adaboost_8_0.png │ │ │ │ └── regression_adaboost_9_0.png │ │ │ ├── regression_bagging.ipynb │ │ │ ├── regression_bagging.md │ │ │ ├── regression_bagging_files │ │ │ │ ├── regression_bagging_5_0.png │ │ │ │ ├── regression_bagging_7_0.png │ │ │ │ ├── regression_bagging_8_0.png │ │ │ │ └── regression_bagging_9_0.png │ │ │ ├── regression_extra_trees.ipynb │ │ │ ├── regression_extra_trees.md │ │ │ ├── regression_extra_trees_files │ │ │ │ ├── regression_extra_trees_5_0.png │ │ │ │ ├── regression_extra_trees_7_0.png │ │ │ │ ├── regression_extra_trees_8_0.png │ │ │ │ └── regression_extra_trees_9_0.png │ │ │ ├── regression_random_forest.ipynb │ │ │ ├── regression_random_forest.md │ │ │ ├── regression_random_forest_files │ │ │ │ ├── regression_random_forest_5_0.png │ │ │ │ ├── regression_random_forest_7_0.png │ │ │ │ ├── regression_random_forest_8_0.png │ │ │ │ └── regression_random_forest_9_0.png │ │ │ ├── regression_xgboost.ipynb │ │ │ ├── regression_xgboost.md │ │ │ └── regression_xgboost_files │ │ │ │ ├── regression_xgboost_5_0.png │ │ │ │ ├── regression_xgboost_7_0.png │ │ │ │ ├── regression_xgboost_8_0.png │ │ │ │ └── regression_xgboost_9_0.png │ │ ├── linear │ │ │ ├── multiple_linear_regression_sklearn.ipynb │ │ │ ├── multiple_linear_regression_sklearn.md │ │ │ ├── multiple_linear_regression_sklearn_files │ │ │ │ ├── multiple_linear_regression_sklearn_10_0.png │ │ │ │ ├── multiple_linear_regression_sklearn_13_0.png │ │ │ │ ├── multiple_linear_regression_sklearn_19_0.png │ │ │ │ ├── multiple_linear_regression_sklearn_21_0.png │ │ │ │ ├── multiple_linear_regression_sklearn_22_0.png │ │ │ │ └── multiple_linear_regression_sklearn_8_0.png │ │ │ ├── multiple_linear_regression_statsmodels.ipynb │ │ │ ├── multiple_linear_regression_statsmodels.md │ │ │ ├── multiple_linear_regression_statsmodels_files │ │ │ │ ├── multiple_linear_regression_statsmodels_14_1.png │ │ │ │ ├── multiple_linear_regression_statsmodels_20_1.png │ │ │ │ ├── multiple_linear_regression_statsmodels_27_1.png │ │ │ │ ├── multiple_linear_regression_statsmodels_6_0.png │ │ │ │ └── multiple_linear_regression_statsmodels_9_1.png │ │ │ ├── regression_lasso.ipynb │ │ │ ├── regression_lasso.md │ │ │ ├── regression_lasso_files │ │ │ │ ├── regression_lasso_10_0.png │ │ │ │ ├── regression_lasso_6_0.png │ │ │ │ ├── regression_lasso_8_0.png │ │ │ │ └── regression_lasso_9_0.png │ │ │ ├── regression_ridge.ipynb │ │ │ ├── regression_ridge.md │ │ │ ├── regression_ridge_files │ │ │ │ ├── regression_ridge_10_0.png │ │ │ │ ├── regression_ridge_6_0.png │ │ │ │ ├── regression_ridge_8_0.png │ │ │ │ └── regression_ridge_9_0.png │ │ │ ├── regression_sgd.ipynb │ │ │ ├── regression_sgd.md │ │ │ └── regression_sgd_files │ │ │ │ ├── regression_sgd_10_0.png │ │ │ │ ├── regression_sgd_6_0.png │ │ │ │ ├── regression_sgd_8_0.png │ │ │ │ └── regression_sgd_9_0.png │ │ ├── nonlinear │ │ │ ├── regression_kNN.ipynb │ │ │ ├── regression_kNN.md │ │ │ ├── regression_kNN_files │ │ │ │ ├── regression_kNN_5_0.png │ │ │ │ ├── regression_kNN_7_0.png │ │ │ │ ├── regression_kNN_8_0.png │ │ │ │ └── regression_kNN_9_1.png │ │ │ ├── regression_tree.ipynb │ │ │ ├── regression_tree.md │ │ │ └── regression_tree_files │ │ │ │ ├── regression_tree_10_0.svg │ │ │ │ ├── regression_tree_11_0.svg │ │ │ │ ├── regression_tree_5_0.png │ │ │ │ ├── regression_tree_7_0.png │ │ │ │ ├── regression_tree_8_0.png │ │ │ │ └── regression_tree_9_1.png │ │ └── svm │ │ │ ├── regression_svm.ipynb │ │ │ ├── regression_svm.md │ │ │ └── regression_svm_files │ │ │ ├── regression_svm_10_1.png │ │ │ ├── regression_svm_6_0.png │ │ │ ├── regression_svm_8_0.png │ │ │ └── regression_svm_9_0.png │ └── text_classification │ │ ├── data │ │ ├── 46-0.txt │ │ ├── pg16021.txt │ │ ├── pg22465.txt │ │ └── pg28560.txt │ │ ├── text_classification.ipynb │ │ └── text_classification.md ├── transfer │ ├── example_style_transfer.ipynb │ ├── example_style_transfer.md │ ├── example_style_transfer_files │ │ ├── example_style_transfer_2_0.png │ │ └── example_style_transfer_6_0.png │ ├── pretrained_resnet.ipynb │ ├── pretrained_resnet.md │ └── pretrained_resnet_files │ │ ├── pretrained_resnet_2_0.png │ │ └── pretrained_resnet_5_0.png └── unsupervised │ ├── clustering │ ├── agglomerative │ │ ├── clustering_agglomerative.ipynb │ │ ├── clustering_agglomerative.md │ │ └── clustering_agglomerative_files │ │ │ ├── clustering_agglomerative_13_0.png │ │ │ ├── clustering_agglomerative_4_0.png │ │ │ └── clustering_agglomerative_8_0.png │ ├── clustering_basics_model_evaluation.ipynb │ ├── clustering_basics_model_evaluation.md │ ├── clustering_basics_model_evaluation_files │ │ ├── clustering_basics_model_evaluation_10_0.png │ │ └── clustering_basics_model_evaluation_6_0.png │ ├── clustering_text.ipynb │ ├── clustering_text.md │ ├── clustering_text_files │ │ └── clustering_text_13_0.png │ ├── dbscan │ │ ├── clustering_dbscan.ipynb │ │ ├── clustering_dbscan.md │ │ └── clustering_dbscan_files │ │ │ ├── clustering_dbscan_13_0.png │ │ │ ├── clustering_dbscan_4_0.png │ │ │ └── clustering_dbscan_8_0.png │ ├── gaussian_mixture │ │ ├── clustering_gaussian_mixture.ipynb │ │ ├── clustering_gaussian_mixture.md │ │ └── clustering_gaussian_mixture_files │ │ │ ├── clustering_gaussian_mixture_13_0.png │ │ │ ├── clustering_gaussian_mixture_4_0.png │ │ │ └── clustering_gaussian_mixture_8_0.png │ ├── hclust │ │ ├── clustering_hclust.ipynb │ │ ├── clustering_hclust.md │ │ └── clustering_hclust_files │ │ │ ├── clustering_hclust_2_0.png │ │ │ ├── clustering_hclust_3_0.png │ │ │ ├── clustering_hclust_4_0.png │ │ │ ├── clustering_hclust_5_0.png │ │ │ ├── clustering_hclust_6_0.png │ │ │ ├── clustering_hclust_7_0.png │ │ │ └── clustering_hclust_8_0.png │ ├── kmeans │ │ ├── clustering_kmeans.ipynb │ │ ├── clustering_kmeans.md │ │ └── clustering_kmeans_files │ │ │ ├── clustering_kmeans_13_0.png │ │ │ ├── clustering_kmeans_4_0.png │ │ │ └── clustering_kmeans_8_0.png │ └── meanshift │ │ ├── clustering_meanshift.ipynb │ │ ├── clustering_meanshift.md │ │ └── clustering_meanshift_files │ │ ├── clustering_meanshift_13_0.png │ │ ├── clustering_meanshift_4_0.png │ │ └── clustering_meanshift_8_0.png │ ├── dimensionality_reduction │ ├── eigen │ │ ├── dimensionality_reduction_eigen.ipynb │ │ ├── dimensionality_reduction_eigen.md │ │ └── dimensionality_reduction_eigen_files │ │ │ ├── dimensionality_reduction_eigen_15_0.png │ │ │ └── dimensionality_reduction_eigen_6_0.png │ ├── isomap │ │ ├── dimensionality_reduction_isomap.ipynb │ │ ├── dimensionality_reduction_isomap.md │ │ └── dimensionality_reduction_isomap_files │ │ │ └── dimensionality_reduction_isomap_4_0.png │ ├── mds │ │ ├── dimensionality_reduction_mds.ipynb │ │ ├── dimensionality_reduction_mds.md │ │ └── dimensionality_reduction_mds_files │ │ │ └── dimensionality_reduction_mds_4_0.png │ ├── pca │ │ ├── dimensionality_reduction_pca.ipynb │ │ ├── dimensionality_reduction_pca.md │ │ └── dimensionality_reduction_pca_files │ │ 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