(Translated by https://www.hiragana.jp/)
scikit-learn-contrib · GitHub
Skip to content
@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 2.7k 492

  4. category_encoders category_encoders Public

    A library of sklearn compatible categorical variable encoders

    Python 2.4k 394

  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 252

Repositories

Showing 10 of 27 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 1,225 BSD-3-Clause 101 43 (11 issues need help) 15 Updated Aug 6, 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 5 (1 issue needs help) 4 Updated Aug 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 72 BSD-3-Clause 20 13 (1 issue needs help) 3 Updated Aug 6, 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 Aug 6, 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 25 (1 issue needs help) 14 Updated Aug 5, 2024
  • hdbscan Public

    A high performance implementation of HDBSCAN clustering.

    scikit-learn-contrib/hdbscan’s past year of commit activity
    Jupyter Notebook 2,740 BSD-3-Clause 492 338 (3 issues need help) 20 Updated Aug 5, 2024
  • metric-learn Public

    Metric learning algorithms in Python

    scikit-learn-contrib/metric-learn’s past year of commit activity
    Python 1,385 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 6 0 Updated Aug 3, 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 29 BSD-3-Clause 8 0 0 Updated Aug 2, 2024
  • skglm Public

    Fast and modular sklearn replacement for generalized linear models

    scikit-learn-contrib/skglm’s past year of commit activity
    Python 149 BSD-3-Clause 29 35 (4 issues need help) 8 Updated Aug 1, 2024
View all repositories