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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 6.9k 1.3k

  2. hdbscan hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    Jupyter Notebook 2.8k 507

  3. sklearn-pandas sklearn-pandas Public

    Pandas integration with sklearn

    Python 2.8k 414

  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 1.5k 258

Repositories

Showing 10 of 28 repositories
  • 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 1,315 BSD-3-Clause 112 30 (6 issues need help) 9 Updated Dec 29, 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 15 BSD-3-Clause 6 9 1 Updated Dec 26, 2024
  • project-template Public template

    A template for scikit-learn extensions

    scikit-learn-contrib/project-template’s past year of commit activity
    Python 326 BSD-3-Clause 92 1 1 Updated Dec 23, 2024
  • 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 6,884 MIT 1,288 34 15 Updated Dec 23, 2024
  • fastcan Public

    A Fast Canonical-Correlation-Based Feature Selection Algorithm

    scikit-learn-contrib/fastcan’s past year of commit activity
    Python 4 MIT 1 3 1 Updated Dec 13, 2024
  • hiclass Public

    A python library for hierarchical classification compatible with scikit-learn

    scikit-learn-contrib/hiclass’s past year of commit activity
    Python 115 BSD-3-Clause 20 16 7 Updated Dec 6, 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 77 BSD-3-Clause 19 14 (1 issue needs help) 3 Updated Dec 1, 2024
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 2,827 BSD-3-Clause 507 344 (3 issues need help) 24 Updated Nov 18, 2024
  • 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 30 BSD-3-Clause 9 0 0 Updated Nov 13, 2024
  • skglm Public

    Fast and modular sklearn replacement for generalized linear models

    scikit-learn-contrib/skglm’s past year of commit activity
    Python 165 BSD-3-Clause 34 36 (4 issues need help) 9 Updated Nov 7, 2024
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