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@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 6.8k 1.3k

  2. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 413

  3. hdbscan hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    Jupyter Notebook 2.7k 492

  4. category_encoders category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2.4k 393

  5. lightning lightning Public archive

    Large-scale linear classification, regression and ranking in Python

    Python 1.7k 213

  6. boruta_py boruta_py Public

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

    Python 1.5k 254

Repositories

Showing 10 of 27 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 1,210 BSD-3-Clause 100 38 (12 issues need help) 14 Updated Jul 16, 2024
  • 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 14 BSD-3-Clause 4 9 1 Updated Jul 15, 2024
  • skglm Public

    Fast and modular sklearn replacement for generalized linear models

    scikit-learn-contrib/skglm’s past year of commit activity
    Python 146 BSD-3-Clause 29 34 (4 issues need help) 8 Updated Jul 15, 2024
  • forest-confidence-interval Public

    Confidence intervals for scikit-learn forest algorithms

    scikit-learn-contrib/forest-confidence-interval’s past year of commit activity
    HTML 282 MIT 47 3 1 Updated Jul 10, 2024
  • scikit-dimension Public

    A Python package for intrinsic dimension estimation

    scikit-learn-contrib/scikit-dimension’s past year of commit activity
    Python 76 BSD-3-Clause 16 6 0 Updated Jul 8, 2024
  • 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 1,467 BSD-3-Clause 254 41 6 Updated Jul 5, 2024
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 2,729 BSD-3-Clause 492 337 (3 issues need help) 21 Updated Jul 5, 2024
  • 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 70 BSD-3-Clause 18 13 (1 issue needs help) 4 Updated Jul 2, 2024
  • scikit-learn-extra Public

    scikit-learn contrib estimators

    scikit-learn-contrib/scikit-learn-extra’s past year of commit activity
    Python 185 BSD-3-Clause 42 25 (1 issue needs help) 14 Updated Jun 17, 2024
  • project-template Public template

    A template for scikit-learn extensions

    scikit-learn-contrib/project-template’s past year of commit activity
    Python 314 BSD-3-Clause 90 1 0 Updated Jun 17, 2024
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