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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 6.7k 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 490

  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 252

Repositories

Showing 10 of 27 repositories
  • skglm Public

    Fast and modular sklearn replacement for generalized linear models

    scikit-learn-contrib/skglm’s past year of commit activity
    Python 142 BSD-3-Clause 29 38 (3 issues need help) 12 Updated Jul 2, 2024
  • 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 1,203 BSD-3-Clause 99 33 (7 issues need help) 12 Updated Jul 2, 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
  • 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 3 9 1 Updated Jul 1, 2024
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 2,722 BSD-3-Clause 490 336 (3 issues need help) 21 Updated Jun 26, 2024
  • scikit-dimension Public

    A Python package for intrinsic dimension estimation

    scikit-learn-contrib/scikit-dimension’s past year of commit activity
    Python 75 BSD-3-Clause 15 6 0 Updated Jun 23, 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 283 MIT 47 19 2 Updated Jun 19, 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 313 BSD-3-Clause 90 1 0 Updated Jun 17, 2024
  • skdag Public

    A more flexible alternative to scikit-learn Pipelines

    scikit-learn-contrib/skdag’s past year of commit activity
    Python 28 MIT 7 4 0 Updated Jun 15, 2024
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