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scikit-learn-contrib

scikit-learn compatible projects

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  1. imbalanced-learn imbalanced-learn Public

    A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

    Python 7k 1.3k

  2. hdbscan hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    Jupyter Notebook 3k 518

  3. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 422

  4. category_encoders category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2.5k 404

  5. lightning lightning Public archive

    Large-scale linear classification, regression and ranking in Python

    Python 1.8k 217

  6. boruta_py boruta_py Public

    Python implementations of the Boruta all-relevant feature selection method.

    Python 1.6k 262

Repositories

Showing 10 of 29 repositories
  • sklearn-ann Public

    Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.

    scikit-learn-contrib/sklearn-ann’s past year of commit activity
    Python 20 BSD-3-Clause 8 9 2 Updated Sep 29, 2025
  • MAPIE Public

    A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

    scikit-learn-contrib/MAPIE’s past year of commit activity
    Jupyter Notebook 1,464 BSD-3-Clause 128 27 6 Updated Sep 29, 2025
  • scikit-matter Public

    A collection of scikit-learn compatible utilities that implement methods born out of the materials science and chemistry communities

    scikit-learn-contrib/scikit-matter’s past year of commit activity
    Python 86 BSD-3-Clause 22 16 (1 issue needs help) 2 Updated Sep 24, 2025
  • fastcan Public

    A fast canonical-correlation-based greedy search algorithm for feature selection, system identification, data pruning, etc.

    scikit-learn-contrib/fastcan’s past year of commit activity
    Python 13 MIT 3 8 0 Updated Sep 23, 2025
  • scikit-learn-extra Public

    scikit-learn contrib estimators

    scikit-learn-contrib/scikit-learn-extra’s past year of commit activity
    Python 196 BSD-3-Clause 46 29 (2 issues need help) 16 Updated Sep 22, 2025
  • scikit-dimension Public

    A Python package for intrinsic dimension estimation

    scikit-learn-contrib/scikit-dimension’s past year of commit activity
    Python 93 BSD-3-Clause 19 6 0 Updated Sep 14, 2025
  • radius_clustering Public

    Source code repository of the Radius clustering python package.

    scikit-learn-contrib/radius_clustering’s past year of commit activity
    C 7 GPL-3.0 0 2 0 Updated Sep 12, 2025
  • boruta_py Public

    Python implementations of the Boruta all-relevant feature selection method.

    scikit-learn-contrib/boruta_py’s past year of commit activity
    Python 1,590 BSD-3-Clause 262 43 12 Updated Sep 4, 2025
  • qolmat Public

    A scikit-learn-compatible module for comparing imputation methods.

    scikit-learn-contrib/qolmat’s past year of commit activity
    Python 141 BSD-3-Clause 2 8 (1 issue needs help) 2 Updated Aug 30, 2025
  • imbalanced-learn Public

    A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

    scikit-learn-contrib/imbalanced-learn’s past year of commit activity
    Python 7,039 MIT 1,315 36 19 Updated Aug 26, 2025
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