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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 7k 1.3k

  2. hdbscan hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    Jupyter Notebook 2.9k 513

  3. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 415

  4. category_encoders category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2.4k 397

  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 1.6k 260

Repositories

Showing 10 of 28 repositories
  • skglm Public

    Fast and modular sklearn replacement for generalized linear models

    Python 171 BSD-3-Clause 37 36 (4 issues need help) 9 Updated Apr 8, 2025
  • MAPIE Public

    A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

    Jupyter Notebook 1,361 BSD-3-Clause 116 27 (2 issues need help) 8 Updated Apr 8, 2025
  • sklearn-ann Public

    Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.

    Python 16 BSD-3-Clause 6 9 1 Updated Apr 8, 2025
  • scikit-learn-contrib.github.io Public

    Project webpage

    HTML 4 1 0 0 Updated Apr 7, 2025
  • fastcan Public

    A Fast Canonical-Correlation-Based Feature Selection Algorithm

    Python 8 MIT 1 8 0 Updated Apr 7, 2025
  • scikit-learn-contrib Public

    scikit-learn compatible projects

    411 51 18 1 Updated Apr 5, 2025
  • imbalanced-learn Public

    A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

    Python 6,963 MIT 1,303 38 17 Updated Apr 1, 2025
  • scikit-learn-extra Public

    scikit-learn contrib estimators

    Python 194 BSD-3-Clause 43 27 (1 issue needs help) 16 Updated Mar 31, 2025
  • qolmat Public

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

    Python 137 BSD-3-Clause 2 10 (1 issue needs help) 4 Updated Mar 31, 2025
  • category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2,437 BSD-3-Clause 397 37 (4 issues need help) 1 Updated Mar 24, 2025
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