├── .gitattributes ├── .github └── workflows │ ├── black-ruff.yml │ ├── check-urls.yml │ ├── clang.yml │ ├── cmakelint.yml │ ├── documentation.yml │ ├── mypy.yml │ ├── rstcheck.yml │ ├── wheels-linux.yml │ ├── wheels-mac.yml │ └── wheels-windows.yml ├── .gitignore ├── .local.jenkins.lin.yml ├── CHANGELOGS.rst ├── CODE_OF_CONDUCT.md ├── LICENSE.txt ├── MANIFEST.in ├── README.rst ├── _cmake ├── CMakeLists.txt ├── clang_format.sh ├── constants.cmake ├── externals │ ├── CPM.cmake │ ├── FindCudaExtension.cmake │ ├── FindCython.cmake │ ├── FindLocalEigen.cmake │ ├── FindLocalPyBind11.cmake │ └── FindMyPython.cmake ├── finalize.cmake ├── load_externals.cmake ├── targets │ ├── _tree_digitize_cy.cmake │ ├── common.cmake │ ├── direct_blas_lapack_cy.cmake │ └── piecewise_cy.cmake └── test_constants.h.in ├── _doc ├── _static │ ├── git_logo.png │ ├── project_ico.ico │ └── project_ico.png ├── api │ ├── batch.rst │ ├── blaslapack.rst │ ├── gal.jpg │ ├── helpers.rst │ ├── index.rst │ ├── metrics.rst │ ├── mlmodel.rst │ ├── mlmodel_tree.rst │ ├── plotting.rst │ ├── search_rank.rst │ ├── sklapi.rst │ ├── timeseries.rst │ └── tree.rst ├── conf.py ├── examples │ ├── README.txt │ ├── data │ │ └── dog-cat-pixabay.zip │ ├── plot_constraint_kmeans.py │ ├── plot_decision_tree_logreg.py │ ├── plot_digitize.py │ ├── plot_kmeans_l1.py │ ├── plot_leave_neighbors.py │ ├── plot_logistic_regression_clustering.py │ ├── plot_piecewise_classification.py │ ├── plot_piecewise_linear_regression.py │ ├── plot_piecewise_linear_regression_criterion.py │ ├── plot_predictable_tsne.py │ ├── plot_quantile_mlpregression.py │ ├── plot_quantile_regression.py │ ├── plot_regression_confidence_interval.py │ ├── plot_search_images_torch.py │ ├── plot_sklearn_transformed_target.py │ ├── plot_traceable_ngrams_tfidf.py │ └── plot_visualize_pipeline.py ├── i_ex.rst ├── i_faq.rst ├── index.rst ├── license.rst ├── pipeline.png └── tutorial │ └── index.rst ├── _unittests ├── ut_helpers │ ├── test_debug.py │ └── test_parameters.py ├── ut_metrics │ ├── test_non_linear_correlations.py │ └── test_scoring_metrics.py ├── ut_mlbatch │ └── test_pipeline_cache.py ├── ut_mlmodel │ ├── data │ │ └── adult_set.txt │ ├── test_anmf_predictor.py │ ├── test_categories_to_integers.py │ ├── test_classification_kmeans.py │ ├── test_decision_tree_logistic_regression.py │ ├── test_direct_blas_lapack.py │ ├── test_extended_features.py │ ├── test_interval_regressor.py │ ├── test_kmeans_l1.py │ ├── test_kmeans_sklearn.py │ ├── test_piecewise_classifier.py │ ├── test_piecewise_decision_tree_experiment.py │ ├── test_piecewise_decision_tree_experiment_fast.py │ ├── test_piecewise_decision_tree_experiment_linear.py │ ├── test_piecewise_regressor.py │ ├── test_quantile_mlpregression.py │ ├── test_quantile_regression.py │ ├── test_sklearn_kmeans_constraint.py │ ├── test_sklearn_text.py │ ├── test_sklearn_transform_inv.py │ ├── test_target_predictors.py │ ├── test_transfer_transformer.py │ └── test_tsne_predictable.py ├── ut_mltree │ ├── test_tree_digitize.py │ └── test_tree_structure.py ├── ut_plotting │ ├── test_dot.py │ ├── test_plot_gallery.py │ └── test_str.py ├── ut_search_rank │ ├── test_LONG_search_images_torch.py │ ├── test_search_predictions.py │ └── test_search_vectors.py ├── ut_sklapi │ ├── data │ │ └── wines-quality.csv │ ├── test_sklbase.py │ ├── test_sklearn_convert.py │ └── test_sklearn_stacking.py ├── ut_timeseries │ ├── test_agg_timeseries.py │ ├── test_art_timeseries.py │ ├── test_base_timeseries.py │ ├── test_datasets_timeseries.py │ ├── test_dummy_timeseries.py │ ├── test_patterns.py │ ├── test_plot_timeseries.py │ └── test_preprocessing_timeseries.py └── ut_xrun_doc │ ├── test_check_version.py │ └── test_documentation_examples.py ├── azure-pipelines.yml ├── clean_build.sh ├── mlinsights ├── __init__.py ├── ext_test_case.py ├── helpers │ ├── __init__.py │ ├── parameters.py │ └── pipeline.py ├── metrics │ ├── __init__.py │ ├── correlations.py │ └── scoring_metrics.py ├── mlbatch │ ├── __init__.py │ ├── cache_model.py │ └── pipeline_cache.py ├── mlmodel │ ├── __init__.py │ ├── _extended_features_polynomial.py │ ├── _kmeans_022.py │ ├── _kmeans_constraint_.py │ ├── _piecewise_tree_regression_common.pxd │ ├── _piecewise_tree_regression_common.pyx │ ├── anmf_predictor.py │ ├── categories_to_integers.py │ ├── classification_kmeans.py │ ├── decision_tree_logreg.py │ ├── direct_blas_lapack.pyx │ ├── extended_features.py │ ├── interval_regressor.py │ ├── kmeans_constraint.py │ ├── kmeans_l1.py │ ├── ml_featurizer.py │ ├── piecewise_estimator.py │ ├── piecewise_tree_regression.py │ ├── piecewise_tree_regression_criterion.pyx │ ├── piecewise_tree_regression_criterion_fast.pyx │ ├── piecewise_tree_regression_criterion_linear.pyx │ ├── predictable_tsne.py │ ├── quantile_mlpregressor.py │ ├── quantile_regression.py │ ├── sklearn_testing.py │ ├── sklearn_text.py │ ├── sklearn_transform_inv.py │ ├── sklearn_transform_inv_fct.py │ ├── target_predictors.py │ └── transfer_transformer.py ├── mltree │ ├── __init__.py │ ├── _tree_digitize.pyx │ ├── tree_digitize.py │ └── tree_structure.py ├── plotting │ ├── __init__.py │ ├── gallery.py │ └── visualize.py ├── search_rank │ ├── __init__.py │ ├── search_engine_predictions.py │ ├── search_engine_predictions_images.py │ └── search_engine_vectors.py ├── sklapi │ ├── __init__.py │ ├── sklearn_base.py │ ├── sklearn_base_classifier.py │ ├── sklearn_base_learner.py │ ├── sklearn_base_regressor.py │ ├── sklearn_base_transform.py │ ├── sklearn_base_transform_learner.py │ ├── sklearn_base_transform_stacking.py │ └── sklearn_parameters.py └── timeseries │ ├── __init__.py │ ├── agg.py │ ├── ar.py │ ├── base.py │ ├── datasets.py │ ├── dummies.py │ ├── metrics.py │ ├── patterns.py │ ├── plotting.py │ ├── preprocessing.py │ └── utils.py ├── pyproject.toml ├── requirements-dev.txt ├── requirements.txt ├── setup.cfg └── setup.py /.gitattributes: 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