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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 7.1k 1.4k

  2. hdbscan hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    Jupyter Notebook 3.1k 534

  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 411

  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 264

Repositories

Showing 10 of 32 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 1,578 BSD-3-Clause 148 18 2 Updated Aug 5, 2026
  • 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 28 BSD-3-Clause 14 10 2 Updated Aug 4, 2026
  • 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 2 BSD-3-Clause 1 0 1 Updated Aug 3, 2026
  • bde Public

    Bayesian Deep Ensembles via MILE: easy to use, scikit-learn compatible and fast (JAX powered)

    scikit-learn-contrib/bde's past year of commit activity
    Python 46 BSD-3-Clause 0 0 0 Updated Aug 3, 2026
  • 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 97 BSD-3-Clause 25 19 (1 issue needs help) 3 Updated Aug 3, 2026
  • scikit-dimension Public

    A Python package for intrinsic dimension estimation

    scikit-learn-contrib/scikit-dimension's past year of commit activity
    Python 107 BSD-3-Clause 23 5 0 Updated Aug 2, 2026
  • category_encoders Public

    A library of sklearn compatible categorical variable encoders

    scikit-learn-contrib/category_encoders's past year of commit activity
    Python 2,493 BSD-3-Clause 411 31 (3 issues need help) 6 Updated Jul 31, 2026
  • forest-confidence-interval Public

    Confidence intervals for scikit-learn forest algorithms

    scikit-learn-contrib/forest-confidence-interval's past year of commit activity
    HTML 288 MIT 53 4 0 Updated Jul 29, 2026
  • 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 31 MIT 5 9 0 Updated Jul 17, 2026
  • 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 7,116 MIT 1,351 35 38 Updated Jun 29, 2026
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