├── .circleci └── config.yml ├── .coveragerc ├── .github ├── ISSUE_TEMPLATE.md ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── documentation-improvement.md │ ├── feature_request.md │ ├── other--blank-template-.md │ ├── question.md │ └── usage-question.md ├── PULL_REQUEST_TEMPLATE.md ├── check-changelog.yml ├── dependabot.yml └── workflows │ ├── circleci-artifacts-redirector.yml │ ├── linters.yml │ └── tests.yml ├── .gitignore ├── .pre-commit-config.yaml ├── AUTHORS.rst ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── README.rst ├── conftest.py ├── doc ├── Makefile ├── _static │ ├── css │ │ └── imbalanced-learn.css │ ├── img │ │ ├── favicon.ico │ │ ├── logo.png │ │ ├── logo.xcf │ │ ├── logo_wide.png │ │ └── logo_wide_dark.png │ ├── index_api.svg │ ├── index_examples.svg │ ├── index_getting_started.svg │ ├── index_user_guide.svg │ └── js │ │ └── copybutton.js ├── _templates │ ├── class.rst │ ├── function.rst │ ├── numpydoc_docstring.rst │ └── sidebar-search-bs.html ├── about.rst ├── bibtex │ └── refs.bib ├── combine.rst ├── common_pitfalls.rst ├── conf.py ├── datasets │ └── index.rst ├── developers_utils.rst ├── ensemble.rst ├── index.rst ├── install.rst ├── introduction.rst ├── make.bat ├── metrics.rst ├── miscellaneous.rst ├── model_selection.rst ├── over_sampling.rst ├── references │ ├── combine.rst │ ├── datasets.rst │ ├── ensemble.rst │ ├── index.rst │ ├── keras.rst │ ├── metrics.rst │ ├── miscellaneous.rst │ ├── model_selection.rst │ ├── over_sampling.rst │ ├── pipeline.rst │ ├── tensorflow.rst │ ├── under_sampling.rst │ └── utils.rst ├── sphinxext │ ├── LICENSE.txt │ ├── MANIFEST.in │ ├── README.txt │ ├── github_link.py │ └── sphinx_issues.py ├── under_sampling.rst ├── user_guide.rst ├── whats_new.rst ├── whats_new │ ├── v0.1.rst │ ├── v0.10.rst │ ├── v0.11.rst │ ├── v0.12.rst │ ├── v0.13.rst │ ├── v0.14.rst │ ├── v0.15.rst │ ├── v0.2.rst │ ├── v0.3.rst │ ├── v0.4.rst │ ├── v0.5.rst │ ├── v0.6.rst │ ├── v0.7.rst │ ├── v0.8.rst │ └── v0.9.rst └── zzz_references.rst ├── examples ├── README.txt ├── api │ ├── README.txt │ └── plot_sampling_strategy_usage.py ├── applications │ ├── README.txt │ ├── plot_impact_imbalanced_classes.py │ ├── plot_multi_class_under_sampling.py │ ├── plot_outlier_rejections.py │ ├── plot_over_sampling_benchmark_lfw.py │ ├── plot_topic_classication.py │ └── porto_seguro_keras_under_sampling.py ├── combine │ ├── README.txt │ └── plot_comparison_combine.py ├── datasets │ ├── README.txt │ └── plot_make_imbalance.py ├── ensemble │ ├── README.txt │ ├── plot_bagging_classifier.py │ └── plot_comparison_ensemble_classifier.py ├── evaluation │ ├── README.txt │ ├── plot_classification_report.py │ └── plot_metrics.py ├── model_selection │ ├── README.txt │ ├── plot_instance_hardness_cv.py │ └── plot_validation_curve.py ├── over-sampling │ ├── README.txt │ ├── plot_comparison_over_sampling.py │ ├── plot_illustration_generation_sample.py │ └── plot_shrinkage_effect.py ├── pipeline │ ├── README.txt │ └── plot_pipeline_classification.py └── under-sampling │ ├── README.txt │ ├── plot_comparison_under_sampling.py │ ├── plot_illustration_nearmiss.py │ └── plot_illustration_tomek_links.py ├── imblearn ├── VERSION.txt ├── __init__.py ├── _version.py ├── base.py ├── combine │ ├── __init__.py │ ├── _smote_enn.py │ ├── _smote_tomek.py │ └── tests │ │ ├── __init__.py │ │ ├── test_smote_enn.py │ │ └── test_smote_tomek.py ├── datasets │ ├── __init__.py │ ├── _imbalance.py │ ├── _zenodo.py │ └── tests │ │ ├── __init__.py │ │ ├── test_imbalance.py │ │ └── test_zenodo.py ├── ensemble │ ├── __init__.py │ ├── _bagging.py │ ├── _common.py │ ├── _easy_ensemble.py │ ├── _forest.py │ ├── _weight_boosting.py │ └── tests │ │ ├── __init__.py │ │ ├── test_bagging.py │ │ ├── test_easy_ensemble.py │ │ ├── test_forest.py │ │ └── test_weight_boosting.py ├── exceptions.py ├── keras │ ├── __init__.py │ ├── _generator.py │ └── tests │ │ ├── __init__.py │ │ └── test_generator.py ├── metrics │ ├── __init__.py │ ├── _classification.py │ ├── pairwise.py │ └── tests │ │ ├── __init__.py │ │ ├── test_classification.py │ │ ├── test_pairwise.py │ │ └── test_score_objects.py ├── model_selection │ ├── __init__.py │ ├── _split.py │ └── tests │ │ ├── __init__.py │ │ └── test_split.py ├── over_sampling │ ├── __init__.py │ ├── _adasyn.py │ ├── _random_over_sampler.py │ ├── _smote │ │ ├── __init__.py │ │ ├── base.py │ │ ├── cluster.py │ │ ├── filter.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ ├── test_borderline_smote.py │ │ │ ├── test_kmeans_smote.py │ │ │ ├── test_smote.py │ │ │ ├── test_smote_nc.py │ │ │ ├── test_smoten.py │ │ │ └── test_svm_smote.py │ ├── base.py │ └── tests │ │ ├── __init__.py │ │ ├── test_adasyn.py │ │ ├── test_common.py │ │ └── test_random_over_sampler.py ├── pipeline.py ├── tensorflow │ ├── __init__.py │ ├── _generator.py │ └── tests │ │ ├── __init__.py │ │ └── test_generator.py ├── tests │ ├── __init__.py │ ├── test_base.py │ ├── test_common.py │ ├── test_docstring_parameters.py │ ├── test_exceptions.py │ ├── test_pipeline.py │ └── test_public_functions.py ├── under_sampling │ ├── __init__.py │ ├── _prototype_generation │ │ ├── __init__.py │ │ ├── _cluster_centroids.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ └── test_cluster_centroids.py │ ├── _prototype_selection │ │ ├── __init__.py │ │ ├── _condensed_nearest_neighbour.py │ │ ├── _edited_nearest_neighbours.py │ │ ├── _instance_hardness_threshold.py │ │ ├── _nearmiss.py │ │ ├── _neighbourhood_cleaning_rule.py │ │ ├── _one_sided_selection.py │ │ ├── _random_under_sampler.py │ │ ├── _tomek_links.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ ├── test_allknn.py │ │ │ ├── test_condensed_nearest_neighbour.py │ │ │ ├── test_edited_nearest_neighbours.py │ │ │ ├── test_instance_hardness_threshold.py │ │ │ ├── test_nearmiss.py │ │ │ ├── test_neighbourhood_cleaning_rule.py │ │ │ ├── test_one_sided_selection.py │ │ │ ├── test_random_under_sampler.py │ │ │ ├── test_repeated_edited_nearest_neighbours.py │ │ │ └── test_tomek_links.py │ └── base.py └── utils │ ├── __init__.py │ ├── _docstring.py │ ├── _show_versions.py │ ├── _sklearn_compat.py │ ├── _tags.py │ ├── _test_common │ ├── __init__.py │ └── instance_generator.py │ ├── _validation.py │ ├── deprecation.py │ ├── estimator_checks.py │ ├── testing.py │ └── tests │ ├── __init__.py │ ├── test_deprecation.py │ ├── test_docstring.py │ ├── test_estimator_checks.py │ ├── test_min_dependencies.py │ ├── test_show_versions.py │ ├── test_testing.py │ └── test_validation.py ├── maint_tools └── test_docstring.py ├── pixi.lock ├── pyproject.toml └── references.bib /.circleci/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/scikit-learn-contrib/imbalanced-learn/HEAD/.circleci/config.yml -------------------------------------------------------------------------------- /.coveragerc: -------------------------------------------------------------------------------- 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