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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 1.3k

  2. hdbscan hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    Jupyter Notebook 3.1k 531

  3. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.9k 421

  4. category_encoders category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2.5k 409

  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 267

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 1,529 BSD-3-Clause 137 26 12 Updated Apr 8, 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 25 BSD-3-Clause 13 10 1 Updated Apr 7, 2026
  • mloptimizer Public

    mloptimizer is an optimizing library designed to be used with sklearn interface machine learning algorithms. It uses deap library for genetic algorithm optimization of hyperparameters.

    scikit-learn-contrib/mloptimizer’s past year of commit activity
    Jupyter Notebook 15 MIT 12 0 0 Updated Apr 6, 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 Apr 6, 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 42 BSD-3-Clause 0 0 1 Updated Apr 1, 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 93 BSD-3-Clause 26 19 (1 issue needs help) 3 Updated Apr 1, 2026
  • scikit-dimension Public

    A Python package for intrinsic dimension estimation

    scikit-learn-contrib/scikit-dimension’s past year of commit activity
    Python 99 BSD-3-Clause 21 6 0 Updated Mar 29, 2026
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 3,098 BSD-3-Clause 531 353 (3 issues need help) 27 Updated Mar 27, 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 20 MIT 5 8 0 Updated Mar 24, 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 7,093 MIT 1,337 36 28 Updated Mar 23, 2026
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