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scikit-learn-contrib · GitHub

scikit-learn-contrib

scikit-learn compatible projects

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imbalanced-learn imbalanced-learn Public

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

Python 7.1k 1.4k
hdbscan hdbscan Public

A high performance implementation of HDBSCAN clustering.

Jupyter Notebook 3.2k 545
sklearn-pandas sklearn-pandas Public

Pandas integration with sklearn

Python 2.8k 421
category_encoders category_encoders Public

A library of sklearn compatible categorical variable encoders

Python 2.5k 429
lightning lightning Public archive

Large-scale linear classification, regression and ranking in Python

Python 1.8k 215
MAPIE MAPIE Public

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

Jupyter Notebook 1.7k 173

Repositories

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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 1,656 BSD-3-Clause 173 17 9 Updated Oct 28, 2026
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 29 BSD-3-Clause 14 10 1 Updated Oct 27, 2026
hdbscan Public
A high performance implementation of HDBSCAN clustering.

scikit-learn-contrib/hdbscan's past year of commit activity

Jupyter Notebook 3,158 BSD-3-Clause 545 355 (3 issues need help) 43 Updated Oct 26, 2026
category_encoders Public
A library of sklearn compatible categorical variable encoders

scikit-learn-contrib/category_encoders's past year of commit activity

Python 2,511 BSD-3-Clause 429 7 17 Updated Oct 24, 2026
scikit-dimension Public
A Python package for intrinsic dimension estimation

scikit-learn-contrib/scikit-dimension's past year of commit activity

Python 109 BSD-3-Clause 23 5 0 Updated Oct 18, 2026
scikit-learn-extra Public
scikit-learn contrib estimators

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

Python 201 BSD-3-Clause 50 29 (2 issues need help) 15 Updated Oct 12, 2026
fastcan Public
A fast canonical-correlation-based search algorithm for feature selection, system identification, data pruning, etc.

scikit-learn-contrib/fastcan's past year of commit activity

Python 31 MIT 5 9 0 Updated Oct 9, 2026
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 98 BSD-3-Clause 28 17 (1 issue needs help) 4 Updated Oct 7, 2026
forest-confidence-interval Public
Confidence intervals for scikit-learn forest algorithms

scikit-learn-contrib/forest-confidence-interval's past year of commit activity

HTML 290 MIT 55 1 0 Updated Oct 4, 2026
denmune-skl Public
SKlearn API consistent (and more performant) implementation of DenMune, by Abbas et al.

scikit-learn-contrib/denmune-skl's past year of commit activity

Python 2 BSD-3-Clause 1 0 1 Updated Sep 21, 2026

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