├── .github └── workflows │ ├── pages.yml │ └── pypi-deploy.yml ├── .gitignore ├── LICENSE ├── README.md ├── docs ├── Makefile ├── docs_build │ ├── .buildinfo │ ├── .doctrees │ │ ├── abstract │ │ │ ├── index.doctree │ │ │ ├── learner.doctree │ │ │ ├── model.doctree │ │ │ ├── onnx.doctree │ │ │ ├── optuna.doctree │ │ │ ├── pipeline.doctree │ │ │ ├── pipeline_element.doctree │ │ │ ├── processor.doctree │ │ │ └── task_manager.doctree │ │ ├── api.doctree │ │ ├── available_configurations.doctree │ │ ├── environment.pickle │ │ ├── high_level_api.doctree │ │ ├── index.doctree │ │ ├── intro.doctree │ │ ├── registry.doctree │ │ ├── sklearn_api.doctree │ │ └── tabular │ │ │ ├── index.doctree │ │ │ ├── learners │ │ │ ├── optuna_learner.doctree │ │ │ ├── plain_learner.doctree │ │ │ └── super_learner.doctree │ │ │ ├── models │ │ │ ├── hgbt_clf.doctree │ │ │ ├── hgbt_regr.doctree │ │ │ ├── stacking_clf.doctree │ │ │ └── stacking_regr.doctree │ │ │ ├── pipelines │ │ │ └── simple_pipeline.doctree │ │ │ ├── processors │ │ │ ├── label_decoder.doctree │ │ │ ├── mm_encoder.doctree │ │ │ └── scaler_and_encoder.doctree │ │ │ └── tab_manager.doctree │ ├── _sources │ │ ├── abstract │ │ │ ├── index.rst.txt │ │ │ ├── learner.rst.txt │ │ │ ├── model.rst.txt │ │ │ ├── onnx.rst.txt │ │ │ ├── optuna.rst.txt │ │ │ ├── pipeline.rst.txt │ │ │ ├── pipeline_element.rst.txt │ │ │ ├── processor.rst.txt │ │ │ └── task_manager.rst.txt │ │ ├── api.rst.txt │ │ ├── available_configurations.rst.txt │ │ ├── high_level_api.rst.txt │ │ ├── index.rst.txt │ │ ├── intro.rst.txt │ │ ├── registry.rst.txt │ │ ├── sklearn_api.rst.txt │ │ └── tabular │ │ │ ├── index.rst.txt │ │ │ ├── learners │ │ │ ├── optuna_learner.rst.txt │ │ │ ├── plain_learner.rst.txt │ │ │ └── super_learner.rst.txt │ │ │ ├── models │ │ │ ├── hgbt_clf.rst.txt │ │ │ ├── hgbt_regr.rst.txt │ │ │ ├── stacking_clf.rst.txt │ │ │ └── stacking_regr.rst.txt │ │ │ ├── pipelines │ │ │ └── simple_pipeline.rst.txt │ │ │ ├── processors │ │ │ ├── label_decoder.rst.txt │ │ │ ├── mm_encoder.rst.txt │ │ │ └── scaler_and_encoder.rst.txt │ │ │ └── tab_manager.rst.txt │ ├── _sphinx_design_static │ │ ├── design-style.4045f2051d55cab465a707391d5b2007.min.css │ │ └── design-tabs.js │ ├── _static │ │ ├── _sphinx_javascript_frameworks_compat.js │ │ ├── basic.css │ │ ├── css │ │ │ ├── badge_only.css │ │ │ ├── fonts │ │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ │ ├── fontawesome-webfont.eot │ │ │ │ ├── fontawesome-webfont.svg │ │ │ │ ├── fontawesome-webfont.ttf │ │ │ │ ├── fontawesome-webfont.woff │ │ │ │ ├── fontawesome-webfont.woff2 │ │ │ │ ├── lato-bold-italic.woff │ │ │ │ ├── lato-bold-italic.woff2 │ │ │ │ ├── lato-bold.woff │ │ │ │ ├── lato-bold.woff2 │ │ │ │ ├── lato-normal-italic.woff │ │ │ │ ├── lato-normal-italic.woff2 │ │ │ │ ├── lato-normal.woff │ │ │ │ └── lato-normal.woff2 │ │ │ └── theme.css │ │ ├── customStyles.css │ │ ├── design-style.4045f2051d55cab465a707391d5b2007.min.css │ │ ├── design-tabs.js │ │ ├── doctools.js │ │ ├── documentation_options.js │ │ ├── file.png │ │ ├── jquery-3.6.0.js │ │ ├── jquery.js │ │ ├── js │ │ │ ├── badge_only.js │ │ │ ├── html5shiv-printshiv.min.js │ │ │ ├── html5shiv.min.js │ │ │ └── theme.js │ │ ├── language_data.js │ │ ├── minus.png │ │ ├── plus.png │ │ ├── pygments.css │ │ ├── searchtools.js │ │ ├── sphinx_highlight.js │ │ ├── underscore-1.13.1.js │ │ └── underscore.js │ ├── abstract │ │ ├── index.html │ │ ├── learner.html │ │ ├── model.html │ │ ├── onnx.html │ │ ├── optuna.html │ │ ├── pipeline.html │ │ ├── pipeline_element.html │ │ ├── processor.html │ │ └── task_manager.html │ ├── api.html │ ├── available_configurations.html │ ├── genindex.html │ ├── high_level_api.html │ ├── index.html │ ├── intro.html │ ├── objects.inv │ ├── registry.html │ ├── search.html │ ├── searchindex.js │ ├── sklearn_api.html │ └── tabular │ │ ├── index.html │ │ ├── learners │ │ ├── optuna_learner.html │ │ ├── plain_learner.html │ │ └── super_learner.html │ │ ├── models │ │ ├── hgbt_clf.html │ │ ├── hgbt_regr.html │ │ ├── stacking_clf.html │ │ └── stacking_regr.html │ │ ├── pipelines │ │ └── simple_pipeline.html │ │ ├── processors │ │ ├── label_decoder.html │ │ ├── mm_encoder.html │ │ └── scaler_and_encoder.html │ │ └── tab_manager.html ├── make.bat ├── source │ ├── _static │ │ └── customStyles.css │ ├── abstract │ │ ├── index.rst │ │ ├── learner.rst │ │ ├── model.rst │ │ ├── onnx.rst │ │ ├── optuna.rst │ │ ├── pipeline.rst │ │ ├── pipeline_element.rst │ │ ├── processor.rst │ │ └── task_manager.rst │ ├── api.rst │ ├── available_configurations.rst │ ├── conf.py │ ├── high_level_api.rst │ ├── index.rst │ ├── intro.rst │ ├── logo.png │ ├── logo_cropped.png │ ├── registry.rst │ ├── sklearn_api.rst │ └── tabular │ │ ├── index.rst │ │ ├── learners │ │ ├── optuna_learner.rst │ │ ├── plain_learner.rst │ │ └── super_learner.rst │ │ ├── models │ │ ├── hgbt_clf.rst │ │ ├── hgbt_regr.rst │ │ ├── stacking_clf.rst │ │ └── stacking_regr.rst │ │ ├── pipelines │ │ └── simple_pipeline.rst │ │ ├── processors │ │ ├── label_decoder.rst │ │ ├── mm_encoder.rst │ │ └── scaler_and_encoder.rst │ │ └── tab_manager.rst └── sphinx_req.txt ├── falcon ├── __init__.py ├── abstract │ ├── __init__.py │ ├── learner.py │ ├── model.py │ ├── onnx_convertible.py │ ├── optuna.py │ ├── processor.py │ ├── task_manager.py │ └── task_pipeline.py ├── addons │ └── sklearn │ │ ├── __init__.py │ │ ├── decomposition │ │ └── svd.py │ │ ├── ensemble │ │ └── balanced_stacking.py │ │ ├── model_selection │ │ └── balanced_strat_kfold.py │ │ └── preprocessing │ │ └── date_tokenizer.py ├── config.py ├── constants.py ├── datasets.py ├── main.py ├── runtime.py ├── serialization.py ├── sklapi.py ├── tabular │ ├── __init__.py │ ├── adapters │ │ └── ts │ │ │ ├── adapter.py │ │ │ ├── auxiliary.py │ │ │ ├── learner.py │ │ │ ├── pipeline.py │ │ │ └── plot_errors.py │ ├── configurations.py │ ├── learners │ │ ├── __init__.py │ │ ├── optuna_learner.py │ │ ├── plain_learner.py │ │ └── super_learner.py │ ├── models │ │ ├── __init__.py │ │ ├── hist_gbt.py │ │ └── stacking.py │ ├── pipelines │ │ ├── __init__.py │ │ └── simple_tabular_pipeline.py │ ├── processors │ │ ├── __init__.py │ │ ├── label_decoder.py │ │ ├── multi_modal_encoder.py │ │ └── scaler_and_encoder.py │ ├── reporting.py │ ├── tabular_manager.py │ ├── utils.py │ └── wrappers.py ├── task_configurations.py ├── type_guessing.py ├── types.py └── utils.py ├── mypy.ini ├── pyproject.toml └── tests ├── addons └── sklearn │ ├── test_conditional_svd.py │ └── test_date_tokenizer.py ├── extra_files ├── cpu_act.csv ├── cpu_act_sm.csv ├── iris.csv ├── news100.csv └── prices.csv ├── manual ├── scaler.py └── tab_report.py ├── tabular ├── learners │ └── test_super_learner.py ├── processors │ ├── test_label_decoder.py │ ├── test_mm_encoder.py │ └── test_scaler.py ├── tab_report.py ├── test_eval_strategy.py └── test_inference.py ├── test_datasets.py 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