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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 6.8k 1.3k

  2. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 412

  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 392

  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 255

Repositories

Showing 10 of 27 repositories
  • 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 5 (1 issue needs help) 6 Updated Sep 5, 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 26 (1 issue needs help) 16 Updated Sep 3, 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 1,242 BSD-3-Clause 101 42 (9 issues need help) 11 Updated Sep 3, 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 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 113 BSD-3-Clause 20 15 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 2,761 BSD-3-Clause 497 340 (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 1,479 BSD-3-Clause 255 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 75 BSD-3-Clause 20 13 (1 issue needs help) 3 Updated Aug 12, 2024
  • metric-learn Public

    Metric learning algorithms in Python

    scikit-learn-contrib/metric-learn’s past year of commit activity
    Python 1,391 MIT 233 42 9 Updated Aug 3, 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 7 0 Updated Aug 3, 2024
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