Skip to content
@scikit-learn-contrib

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 6.9k 1.3k

  2. hdbscan hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    Jupyter Notebook 2.9k 509

  3. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 414

  4. category_encoders category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2.4k 396

  5. lightning lightning Public archive

    Large-scale linear classification, regression and ranking in Python

    Python 1.7k 214

  6. boruta_py boruta_py Public

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

    Python 1.5k 258

Repositories

Showing 10 of 28 repositories
  • MAPIE Public

    A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.

    scikit-learn-contrib/MAPIE’s past year of commit activity
    Jupyter Notebook 1,331 BSD-3-Clause 112 31 (3 issues need help) 6 Updated Feb 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 15 BSD-3-Clause 6 9 1 Updated Feb 4, 2025
  • scikit-learn-extra Public

    scikit-learn contrib estimators

    scikit-learn-contrib/scikit-learn-extra’s past year of commit activity
    Python 193 BSD-3-Clause 43 27 (1 issue needs help) 16 Updated Feb 3, 2025
  • hiclass Public

    A python library for hierarchical classification compatible with scikit-learn

    scikit-learn-contrib/hiclass’s past year of commit activity
    Python 117 BSD-3-Clause 24 18 8 Updated Jan 28, 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 79 BSD-3-Clause 20 16 (1 issue needs help) 4 Updated Jan 28, 2025
  • project-template Public template

    A template for scikit-learn extensions

    scikit-learn-contrib/project-template’s past year of commit activity
    Python 327 BSD-3-Clause 91 1 1 Updated Jan 27, 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 6,910 MIT 1,294 35 19 Updated Jan 27, 2025
  • category_encoders Public

    A library of sklearn compatible categorical variable encoders

    scikit-learn-contrib/category_encoders’s past year of commit activity
    Python 2,422 BSD-3-Clause 396 43 (6 issues need help) 0 Updated Jan 19, 2025
  • fastcan Public

    A Fast Canonical-Correlation-Based Feature Selection Algorithm

    scikit-learn-contrib/fastcan’s past year of commit activity
    Python 6 MIT 1 1 0 Updated Jan 17, 2025
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 2,850 BSD-3-Clause 509 344 (3 issues need help) 22 Updated Jan 9, 2025
View all repositories