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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 2.9k 514

  3. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 417

  4. category_encoders category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2.4k 400

  5. lightning lightning Public archive

    Large-scale linear classification, regression and ranking in Python

    Python 1.7k 216

  6. boruta_py boruta_py Public

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

    Python 1.6k 261

Repositories

Showing 10 of 28 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 1,410 BSD-3-Clause 121 31 (2 issues need help) 7 Updated Jun 7, 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 6,994 MIT 1,306 38 19 Updated Jun 6, 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 82 BSD-3-Clause 22 16 (1 issue needs help) 4 Updated Jun 6, 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 18 BSD-3-Clause 7 9 1 Updated Jun 3, 2025
  • fastcan Public

    A Fast Canonical-Correlation-Based Feature Selection Algorithm

    scikit-learn-contrib/fastcan’s past year of commit activity
    Python 9 MIT 1 2 1 Updated May 30, 2025
  • skglm Public

    Fast and modular sklearn replacement for generalized linear models

    scikit-learn-contrib/skglm’s past year of commit activity
    Python 173 BSD-3-Clause 37 35 (3 issues need help) 10 Updated May 27, 2025
  • qolmat Public

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

    scikit-learn-contrib/qolmat’s past year of commit activity
    Python 137 BSD-3-Clause 2 10 (1 issue needs help) 3 Updated May 13, 2025
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 2,941 BSD-3-Clause 514 345 (3 issues need help) 23 Updated May 13, 2025
  • scikit-dimension Public

    A Python package for intrinsic dimension estimation

    scikit-learn-contrib/scikit-dimension’s past year of commit activity
    Python 91 BSD-3-Clause 18 6 0 Updated Apr 29, 2025
  • 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 49 3 1 Updated Apr 20, 2025
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