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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 514

  3. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 416

  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 259

Repositories

Showing 10 of 28 repositories
  • MAPIE Public

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

    scikit-learn-contrib/MAPIE’s past year of commit activity
    Jupyter Notebook 1,359 BSD-3-Clause 116 27 (2 issues need help) 7 Updated Apr 3, 2025
  • skglm Public

    Fast and modular sklearn replacement for generalized linear models

    scikit-learn-contrib/skglm’s past year of commit activity
    Python 169 BSD-3-Clause 37 36 (4 issues need help) 9 Updated Apr 2, 2025
  • 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 6,957 MIT 1,301 38 17 Updated Apr 1, 2025
  • scikit-learn-extra Public

    scikit-learn contrib estimators

    scikit-learn-contrib/scikit-learn-extra’s past year of commit activity
    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.

    scikit-learn-contrib/qolmat’s past year of commit activity
    Python 137 BSD-3-Clause 2 10 (1 issue needs help) 4 Updated Mar 31, 2025
  • 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 16 BSD-3-Clause 6 9 1 Updated Mar 25, 2025
  • category_encoders Public

    A library of sklearn compatible categorical variable encoders

    scikit-learn-contrib/category_encoders’s past year of commit activity
    Python 2,436 BSD-3-Clause 397 37 (4 issues need help) 1 Updated Mar 24, 2025
  • fastcan Public

    A Fast Canonical-Correlation-Based Feature Selection Algorithm

    scikit-learn-contrib/fastcan’s past year of commit activity
    Python 8 MIT 1 12 1 Updated Mar 19, 2025
  • denmune-clustering-algorithm Public

    DenMune a clustering algorithm that can find clusters of arbitrary size, shapes and densities in two-dimensions. Higher dimensions are first reduced to 2-D using the t-sne. The algorithm relies on a single parameter K (the number of nearest neighbors). The results show the superiority of DenMune. Enjoy the simplicty but the power of DenMune.

    scikit-learn-contrib/denmune-clustering-algorithm’s past year of commit activity
    Jupyter Notebook 31 BSD-3-Clause 9 0 0 Updated Mar 7, 2025
  • hiclass Public

    A python library for hierarchical classification compatible with scikit-learn

    scikit-learn-contrib/hiclass’s past year of commit activity
    Python 127 BSD-3-Clause 25 22 7 Updated Mar 6, 2025
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