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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 2.8k 497

  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 214

  6. boruta_py boruta_py Public

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

    Python 1.5k 256

Repositories

Showing 10 of 27 repositories
  • 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 6,814 MIT 1,277 31 16 Updated Oct 4, 2024
  • qolmat Public

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

    scikit-learn-contrib/qolmat’s past year of commit activity
    Python 134 BSD-3-Clause 2 4 (1 issue needs help) 2 Updated Oct 2, 2024
  • category_encoders Public

    A library of sklearn compatible categorical variable encoders

    scikit-learn-contrib/category_encoders’s past year of commit activity
    Python 2,405 BSD-3-Clause 393 45 (6 issues need help) 1 Updated Oct 1, 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 0 Updated Oct 1, 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 1,272 BSD-3-Clause 102 39 (10 issues need help) 11 Updated Sep 17, 2024
  • scikit-learn-extra Public

    scikit-learn contrib estimators

    scikit-learn-contrib/scikit-learn-extra’s past year of commit activity
    Python 187 BSD-3-Clause 42 26 (1 issue needs help) 16 Updated Sep 3, 2024
  • hiclass Public

    A python library for hierarchical classification compatible with scikit-learn

    scikit-learn-contrib/hiclass’s past year of commit activity
    Python 114 BSD-3-Clause 19 16 8 Updated Aug 16, 2024
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 2,779 BSD-3-Clause 497 339 (3 issues need help) 20 Updated Aug 15, 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 1,498 BSD-3-Clause 256 39 6 Updated Aug 13, 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 76 BSD-3-Clause 20 13 (1 issue needs help) 3 Updated Aug 12, 2024
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