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scikit-learn-contrib

scikit-learn compatible projects

Popular repositories Loading

  1. imbalanced-learn imbalanced-learn Public

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

    Python 7.1k 1.3k

  2. hdbscan hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    Jupyter Notebook 3k 525

  3. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 423

  4. category_encoders category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2.5k 406

  5. lightning lightning Public archive

    Large-scale linear classification, regression and ranking in Python

    Python 1.8k 218

  6. boruta_py boruta_py Public

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

    Python 1.6k 268

Repositories

Showing 10 of 31 repositories
  • 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 1,499 BSD-3-Clause 128 28 (1 issue needs help) 4 Updated Dec 22, 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 89 BSD-3-Clause 25 18 (1 issue needs help) 3 Updated Dec 22, 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 7,071 MIT 1,325 36 20 Updated Dec 21, 2025
  • denmune-skl Public

    SKlearn API consistent (and more performant) implementation of DenMune, by Abbas et al.

    scikit-learn-contrib/denmune-skl’s past year of commit activity
    Python 0 BSD-3-Clause 1 0 0 Updated Dec 20, 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 2 3 0 Updated Dec 17, 2025
  • fastcan Public

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

    scikit-learn-contrib/fastcan’s past year of commit activity
    Python 15 MIT 5 9 0 Updated Dec 17, 2025
  • 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 22 BSD-3-Clause 10 10 1 Updated Dec 16, 2025
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 3,044 BSD-3-Clause 525 354 (3 issues need help) 27 Updated Dec 11, 2025
  • scikit-learn-extra Public

    scikit-learn contrib estimators

    scikit-learn-contrib/scikit-learn-extra’s past year of commit activity
    Python 199 BSD-3-Clause 48 29 (2 issues need help) 15 Updated Dec 8, 2025
  • category_encoders Public

    A library of sklearn compatible categorical variable encoders

    scikit-learn-contrib/category_encoders’s past year of commit activity
    Python 2,472 BSD-3-Clause 406 39 (4 issues need help) 1 Updated Dec 6, 2025
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