├── HISTORY.rst ├── LICENSE ├── MANIFEST.in ├── README.md ├── dist ├── optimalflow-0.1.11-py3-none-any.whl └── optimalflow-0.1.11.tar.gz ├── docs ├── Learning_Curve_Compare.png ├── Makefile ├── OptimalFlow-WebApp-slow.gif ├── OptimalFlow_Components.PNG ├── OptimalFlow_Logo.png ├── OptimalFlow_Omni-ensemble_and_Scalable_Automated_Machine_Learning.pdf ├── OptimalFlow_Workflow.PNG ├── OptimalFlow_logo_transparent.png ├── PCA-based_feature_preprocessor.PNG ├── Parallel_Coordinates_Plot.png ├── Parallel_Coordinates_Plot_before_PCTE.png ├── Parallel_coordinates_compare.PNG ├── PipelineClusterTraversalExperiments.PNG ├── SinglePipelineRepetitiveExperiments.PNG ├── Webapp-Documentation.PNG ├── Webapp-LogsViewer.PNG ├── Webapp-PCTE.PNG ├── authors.rst ├── autoCV.rst ├── autoCV_log_2020.08.07.17.28.34.log ├── autoCV_log_sample (1).log ├── autoCV_log_sample.log ├── autoFS.rst ├── autoFS_log_2020.07.16.12.25.48.log ├── autoFlow.rst ├── autoPP.rst ├── autoPP_log_2020.08.07.17.28.34.log ├── autoPipe.rst ├── autoPipe_log_2020.08.07.17.28.34.log ├── autoViz.rst ├── autoViz_Demo.PNG ├── autoViz_Demo_Dynamic_Table.PNG ├── autoViz_Demo_Model_Retrieval_Diagram.png ├── autoViz_Model_Retrieval_Diagram_Demo.html ├── comparison_table.PNG ├── conf.py ├── demos.rst ├── history.rst ├── index.rst ├── installation.rst ├── issues.rst ├── make.bat ├── model_selection_algorithms.PNG ├── parallel_coordinates_comparison.PNG ├── parameters.json ├── preprocessing_algorithms.PNG ├── requirements.txt ├── reset_parameters.json ├── selection-based_feature_preprocessor_with_ensemble_encoding.PNG ├── webapp-SearchingSpace.PNG ├── webapp-SearchingSpaceSet.png ├── webapp-Visualization.PNG ├── webapp-deployment-0.PNG ├── webapp-deployment-1.PNG ├── webapp-deployment-2.PNG ├── webapp-deployment-3.PNG ├── webapp-pcte-end-run.PNG ├── webapp-pcte-initial.PNG ├── webapp-pcte-load-data.PNG ├── webapp-pcte-set-autoCV.PNG ├── webapp-pcte-set-autoFS.PNG ├── webapp-pcte-set-autoPP.PNG ├── webapp-pcte-start-run.PNG └── webapp.rst ├── logs └── autoCV_log_2020.08.14.16.17.42.log ├── optimalflow.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── requires.txt └── top_level.txt ├── optimalflow ├── __init__.py ├── autoCV.py ├── autoFS.py ├── autoPP.py ├── autoPipe.py ├── autoViz.py ├── estimatorCV.py ├── funcPP.py ├── parameters.json ├── reset_parameters.json ├── selectorFS.py ├── utilis_func.py └── webapp │ ├── app.py │ ├── input │ └── breast_cancer.csv │ ├── reset_settings.json │ ├── settings.json │ ├── settings_script.py │ ├── static │ ├── css │ │ ├── bootstrap-grid.css │ │ ├── bootstrap-grid.css.map │ │ ├── bootstrap-grid.min.css │ │ ├── bootstrap-grid.min.css.map │ │ ├── bootstrap-reboot.css │ │ ├── bootstrap-reboot.css.map │ │ ├── bootstrap-reboot.min.css │ │ ├── bootstrap-reboot.min.css.map │ │ ├── bootstrap.css │ │ ├── bootstrap.css.map │ │ ├── bootstrap.min.css │ │ ├── bootstrap.min.css.map │ │ └── heroic-features.css │ ├── img │ │ ├── OptimalFlow_Logo.png │ │ ├── OptimalFlow_Workflow.PNG │ │ ├── Profile.jpg │ │ └── no-cls-output.html │ └── js │ │ ├── bootstrap.bundle.js │ │ ├── bootstrap.bundle.js.map │ │ ├── bootstrap.bundle.min.js │ │ ├── bootstrap.bundle.min.js.map │ │ ├── bootstrap.js │ │ ├── bootstrap.js.map │ │ ├── bootstrap.min.js │ │ ├── bootstrap.min.js.map │ │ └── dependent-selects.js │ ├── templates │ ├── about.html │ ├── base.html │ ├── diagram.html │ ├── docs.html │ ├── index.html │ ├── logfile.html │ ├── logs.html │ ├── nologfile.html │ ├── parameters.html │ ├── report.html │ └── viz.html │ ├── webapp.json │ └── webapp_script.py ├── setup.py └── tests ├── Demo_autoCV.py ├── Demo_autoFS.py ├── Pipeline Cluster Model Evaluation Report.html ├── Pipeline Cluster Retrieval Diagram.html ├── Ver_0.1.1_autoCV.py ├── Ver_0.1.1_estimatorCV.py ├── __pycache__ └── autoViz.cpython-38.pyc ├── autoCV_clf_demo.ipynb ├── autoCV_reg_demo.ipynb ├── autoFS_demo.ipynb ├── autoFlow.py ├── autoViz.py ├── data ├── boston.csv ├── boston_target.csv ├── classification │ ├── test_features.csv │ ├── test_labels.csv │ ├── train_features.csv │ ├── train_labels.csv │ ├── val_features.csv │ └── val_labels.csv ├── preprocessing │ ├── breast-cancer-category.csv │ └── breast_cancer.csv ├── regression │ ├── test_features.csv │ ├── test_labels.csv │ ├── train_features.csv │ ├── train_features_reg.csv │ ├── train_labels.csv │ ├── train_labels_reg.csv │ ├── val_features.csv │ └── val_labels.csv ├── test_features.csv ├── test_labels.csv ├── train_features.csv ├── train_labels.csv ├── val_features.csv └── val_labels.csv ├── dict_data.pkl ├── dict_models_evaluate.pkl ├── dict_preprocess.pkl ├── draft.ipynb ├── dyna_report.csv ├── dyna_report.pkl ├── estimatorCV.py ├── logs ├── autoCV_log_2020.08.24.15.36.09.log ├── autoFS_log_2020.08.24.15.36.07.log ├── autoPP_log_2020.08.24.15.36.07.log └── autoPipe_log_2020.08.24.15.36.09.log ├── notebook_demo.ipynb ├── paper ├── dict_data.pkl ├── dict_models_evaluate.pkl ├── dict_preprocess.pkl ├── dyna_report.pkl ├── figures.ipynb └── logs │ ├── autoCV_log_2020.10.19.10.27.18.log │ ├── autoFS_log_2020.10.19.10.27.17.log │ ├── autoPP_log_2020.10.19.10.27.17.log │ └── autoPipe_log_2020.10.19.10.27.18.log ├── path_test.py ├── pkl ├── ada_clf_model.pkl ├── ada_reg_model.pkl ├── bagging_reg_model.pkl ├── cvlasso_reg_model.pkl ├── gb_clf_model.pkl ├── gb_reg_model.pkl ├── hgboost_clf_model.pkl ├── hgboost_reg_model.pkl ├── huber_reg_model.pkl ├── knn_reg_model.pkl ├── lgr_clf_model.pkl ├── lr_reg_model.pkl ├── lsvc_clf_model.pkl ├── mlp_clf_model.pkl ├── mlp_reg_model.pkl ├── nsvr_reg_model.pkl ├── rf_clf_model.pkl ├── rf_reg_model.pkl ├── rgcv_clf_model.pkl ├── rgcv_reg_model.pkl ├── sgd_clf_model.pkl ├── sgd_reg_model.pkl ├── svm_clf_model.pkl ├── svm_reg_model.pkl ├── tree_reg_model.pkl ├── xgb_clf_model.pkl └── xgb_reg_model.pkl ├── temp-plot.html ├── test_draft.ipynb └── webapp ├── app.py ├── draft.ipynb ├── input └── breast_cancer.csv ├── reset_settings.json ├── settings.json ├── settings_script.py ├── static ├── css │ ├── bootstrap-grid.css │ ├── bootstrap-grid.css.map │ ├── bootstrap-grid.min.css │ ├── bootstrap-grid.min.css.map │ ├── bootstrap-reboot.css │ ├── bootstrap-reboot.css.map │ ├── bootstrap-reboot.min.css │ ├── bootstrap-reboot.min.css.map │ ├── bootstrap.css │ ├── bootstrap.css.map │ ├── bootstrap.min.css │ ├── bootstrap.min.css.map │ └── heroic-features.css ├── img │ ├── OptimalFlow_Logo.png │ ├── OptimalFlow_Workflow.PNG │ ├── Profile.jpg │ └── no-cls-output.html └── js │ ├── bootstrap.bundle.js │ ├── bootstrap.bundle.js.map │ ├── bootstrap.bundle.min.js │ ├── bootstrap.bundle.min.js.map │ ├── bootstrap.js │ ├── bootstrap.js.map │ ├── bootstrap.min.js │ ├── bootstrap.min.js.map │ └── dependent-selects.js ├── templates ├── about.html ├── base.html ├── diagram.html ├── docs.html ├── index.html ├── logfile.html ├── logs.html ├── nologfile.html ├── parameters.html ├── report.html └── viz.html ├── webapp.json 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