├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── documentation.md │ └── feature-request-template.md ├── PULL_REQUEST_TEMPLATE.md ├── dependabot.yaml └── workflows │ ├── dependencies.yml │ ├── schedule-dependencies.yml │ ├── style.yml │ └── test.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CODE_OF_CONDUCT.md ├── LICENSE ├── Makefile ├── docs ├── Makefile ├── README.md ├── _scripts │ ├── cross-validation.py │ ├── datasets.py │ ├── debug-pipeline.py │ ├── fairness.py │ ├── feature-selection.py │ ├── linear-models.py │ ├── meta-models.py │ ├── mixture-methods.py │ ├── naive-bayes.py │ ├── outliers.py │ ├── pandas-pipelines.py │ └── preprocessing.py ├── _static │ ├── contribution │ │ └── contribute.png │ ├── cross-validation │ │ ├── example-1.png │ │ ├── example-2.png │ │ ├── example-3.png │ │ ├── example-4.png │ │ ├── example-5.png │ │ ├── group-time-series-split.png │ │ ├── grp-summary.md │ │ ├── grp-ts.md │ │ ├── kfold.png │ │ ├── summary.md │ │ └── ts.md │ ├── datasets │ │ ├── abalone.md │ │ ├── abalone.png │ │ ├── arrests.md │ │ ├── arrests.png │ │ ├── chicken.md │ │ ├── chicken.png │ │ ├── creditcards.md │ │ ├── creditcards.png │ │ ├── hearts.md │ │ ├── hearts.png │ │ ├── heroes.md │ │ ├── heroes.png │ │ ├── penguins.md │ │ ├── penguins.png │ │ ├── timeseries.md │ │ └── timeseries.png │ ├── fairness │ │ ├── boston-description.txt │ │ ├── demographic-parity-grid-results.png │ │ ├── drop-two.png │ │ ├── equal-opportunity-grid-results.png │ │ ├── information-filter-coefs.md │ │ ├── original-situation.png │ │ ├── predict-boston-simple.png │ │ ├── projections.png │ │ └── use-info-filter.png │ ├── feature-selection │ │ └── mrmr-feature-selection-mnist.png │ ├── linear-models │ │ ├── grid-span-sigma-01.png │ │ ├── grid-span-sigma-02.png │ │ ├── grid.html │ │ ├── lad-data.png │ │ ├── lad-fit.png │ │ ├── lowess-rolling-001.gif │ │ ├── lowess-rolling-01.gif │ │ ├── lowess-rolling.gif │ │ ├── lowess-two-predictions.gif │ │ ├── lowess.png │ │ ├── lr-fit.png │ │ └── quantile-fit.png │ ├── logo.png │ ├── meta-models │ │ ├── baseline-model.png │ │ ├── confusion-balanced-grid.html │ │ ├── confusion-balancer-results.png │ │ ├── decay-functions.png │ │ ├── decay-model.png │ │ ├── grouped-df.png │ │ ├── grouped-dummy-model.png │ │ ├── grouped-model.png │ │ ├── grouped-np.png │ │ ├── grouped-transform.png │ │ ├── make-blobs.png │ │ ├── ordinal-classification.png │ │ ├── ordinal_data.md │ │ ├── outlier-classifier-stacking.html │ │ ├── outlier-classifier.html │ │ ├── penguins.md │ │ ├── skewed-data.png │ │ ├── threshold-chart.png │ │ └── ts-data.png │ ├── mixture-methods │ │ ├── gmm-classifier.png │ │ ├── gmm-outlier-detector.png │ │ ├── gmm-outlier-multi-threshold.png │ │ └── outlier-mixture-threshold.png │ ├── naive-bayes │ │ ├── model-density.png │ │ ├── model-results.png │ │ ├── naive-bayes.png │ │ └── simulated-data.png │ ├── outliers │ │ ├── bayesian-gmm-outlier.png │ │ ├── decomposition.png │ │ ├── gmm-outlier.png │ │ ├── pca-outlier.png │ │ ├── regr-outlier.png │ │ └── umap-outlier.png │ ├── preprocessing │ │ ├── column-capper.png │ │ ├── estimator-transformer-1.png │ │ ├── estimator-transformer-2.png │ │ ├── formulaic-1.md │ │ ├── formulaic-2.md │ │ ├── identity-transformer-1.png │ │ ├── identity-transformer-2.png │ │ ├── interval-encoder-1.png │ │ ├── interval-encoder-2.png │ │ ├── interval-encoder-3.png │ │ ├── monotonic-2.png │ │ ├── monotonic-3.png │ │ ├── monotonic-spline-regr.png │ │ ├── monotonic-spline-transform.png │ │ ├── monotonic-spline.png │ │ ├── rbf-data.png │ │ ├── rbf-plot.png │ │ └── rbf-regr.png │ └── rstudio │ │ ├── Rplot1.png │ │ └── Rplot2.png ├── api │ ├── base.md │ ├── common.md │ ├── datasets.md │ ├── decay-functions.md │ ├── decomposition.md │ ├── dummy.md │ ├── feature-selection.md │ ├── linear-model.md │ ├── meta.md │ ├── metrics.md │ ├── mixture.md │ ├── model-selection.md │ ├── naive-bayes.md │ ├── neighbors.md │ ├── pandas-utils.md │ ├── pipeline.md │ ├── preprocessing.md │ └── shrinkage-functions.md ├── contribution.md ├── generate_this_content.py ├── index.md ├── installation.md ├── rstudio.md └── user-guide │ ├── cross-validation.md │ ├── datasets.md │ ├── debug-pipeline.md │ ├── fairness.md │ ├── feature-selection.md │ ├── linear-models.md │ ├── meta-models.md │ ├── mixture-methods.md │ ├── naive-bayes.md │ ├── outliers.md │ ├── pandas-pipelines.md │ └── preprocessing.md ├── features.py ├── images └── logo.png ├── mkdocs.yaml ├── pyproject.toml ├── readme.md ├── requirements └── docs.txt ├── setup.py ├── sklego ├── __init__.py ├── base.py ├── common.py ├── data │ ├── abalone.zip │ ├── arrests.zip │ ├── chickweight.zip │ ├── hearts.zip │ ├── heroes.zip │ └── penguins.zip ├── datasets.py ├── decomposition │ ├── __init__.py │ ├── pca_reconstruction.py │ └── umap_reconstruction.py ├── dummy.py ├── feature_selection │ ├── __init__.py │ └── mrmr.py ├── linear_model.py ├── meta │ ├── __init__.py │ ├── _decay_utils.py │ ├── _grouped_utils.py │ ├── _shrinkage_utils.py │ ├── confusion_balancer.py │ ├── decay_estimator.py │ ├── estimator_transformer.py │ ├── grouped_predictor.py │ ├── grouped_transformer.py │ ├── hierarchical_predictor.py │ ├── ordinal_classification.py │ ├── outlier_classifier.py │ ├── regression_outlier_detector.py │ ├── subjective_classifier.py │ ├── thresholder.py │ └── zero_inflated_regressor.py ├── metrics.py ├── mixture │ ├── __init__.py │ ├── bayesian_gmm_classifier.py │ ├── bayesian_gmm_detector.py │ ├── gmm_classifier.py │ └── gmm_outlier_detector.py ├── model_selection.py ├── naive_bayes.py ├── neighbors.py ├── notinstalled.py ├── pandas_utils.py ├── pipeline.py ├── preprocessing │ ├── __init__.py │ ├── columncapper.py │ ├── dictmapper.py │ ├── formulaictransformer.py │ ├── identitytransformer.py │ ├── intervalencoder.py │ ├── linearembedder.py │ ├── monotonicspline.py │ ├── outlier_remover.py │ ├── pandastransformers.py │ ├── projections.py │ ├── randomadder.py │ └── repeatingbasis.py ├── testing.py └── this.py └── tests ├── __init__.py ├── conftest.py ├── data └── boston.arff ├── scripts ├── check_pip.py └── import_all.py ├── test_common ├── __init__.py ├── test_basics.py └── test_transformerselectormixin.py ├── test_datasets.py ├── test_estimators ├── __init__.py ├── test_deadzone.py ├── test_demographic_parity.py ├── test_equal_opportunity.py ├── test_gmm_naive_bayes.py ├── test_imbalanced_linear_regression.py ├── test_lowess.py ├── test_mixture_classifier.py ├── test_mixture_detector.py ├── test_neighbor_classifier.py ├── test_pca_reconstruction.py ├── test_probweight_regression.py ├── test_quantile_regression.py ├── test_randomregressor.py └── test_umap_reconstruction.py ├── test_feature_selection ├── __init__.py └── test_mrmr.py ├── test_meta ├── __init__.py ├── test_confusion_balancer.py ├── test_decay_estimator.py ├── test_decay_utils.py ├── test_estimatortransformer.py ├── test_grouped_predictor.py ├── test_grouped_transformer.py ├── test_hierarchical_predictor.py ├── test_ordinal_classification.py ├── test_outlier_classifier.py ├── test_regression_outlier.py ├── test_subjective_classifier.py ├── test_thresholder.py └── test_zero_inflated_regressor.py ├── test_metrics ├── __init__.py ├── test_correlation_score.py ├── test_equal_opportunity.py ├── test_p_percent.py └── test_subset_metric.py ├── test_model_selection ├── __init__.py ├── test_clusterfold.py ├── test_grouptimeseriessplit.py └── test_timegapsplit.py ├── test_notinstalled.py ├── test_pandas_utils └── test_pandas_utils.py ├── test_pipeline └── test_debug_pipeline.py └── test_preprocessing ├── __init__.py ├── test_columncapper.py ├── test_columndropper.py ├── test_columnselector.py ├── test_dictmapper.py ├── test_formulaic_transformer.py ├── test_identitytransformer.py ├── test_informationfilter.py ├── test_interval_encoder.py ├── test_linearembedder.py ├── test_monospline.py ├── test_orthogonal_transformer.py ├── test_outlier_remover.py ├── test_pandastypeselector.py ├── test_randomadder.py 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