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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 7k 1.3k

  2. hdbscan hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    Jupyter Notebook 3k 517

  3. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 421

  4. category_encoders category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2.5k 403

  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 263

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 19 BSD-3-Clause 7 9 1 Updated Sep 8, 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 1,454 BSD-3-Clause 127 27 7 Updated Sep 8, 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 14 (1 issue needs help) 3 Updated Sep 4, 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 1,588 BSD-3-Clause 263 43 12 Updated Sep 4, 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 11 MIT 2 7 0 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 138 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 7,034 MIT 1,314 36 19 Updated Aug 26, 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 Aug 11, 2025
  • skglm Public

    Fast and modular sklearn replacement for generalized linear models

    scikit-learn-contrib/skglm’s past year of commit activity
    Python 183 BSD-3-Clause 37 35 (3 issues need help) 9 Updated Aug 2, 2025
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 2,990 BSD-3-Clause 517 349 (3 issues need help) 24 Updated Jul 29, 2025
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