scikit-learn-contrib repositories

sklearn-ann

Public

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

clustering scikit-learn approximate-nearest-neighbor-search

clustering scikit-learn approximate-nearest-neighbor-search knn knn-graphs

Python

•

BSD 3-Clause "New" or "Revised" License

•14•28•10•1•Updated

Aug 18, 2026

MAPIE

Public

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

python data-science sklearn

python data-science sklearn regression classification confidence-intervals conformal-prediction risk-control

Jupyter Notebook

•

BSD 3-Clause "New" or "Revised" License

•149•1.6k•19•3•Updated

Aug 14, 2026

bde

Public

Bayesian Deep Ensembles via MILE: easy to use, scikit-learn compatible and fast (JAX powered)

machine-learning scikit-learn mcmc

machine-learning scikit-learn mcmc uncertainty-quantification sampling-methods jax

Python

•

BSD 3-Clause "New" or "Revised" License

•0•46•0•1•Updated

Aug 12, 2026

denmune-skl

Public

SKlearn API consistent (and more performant) implementation of DenMune, by Abbas et al.

Python

•

BSD 3-Clause "New" or "Revised" License

•1•2•0•1•Updated

Aug 10, 2026

scikit-matter

Public

A collection of scikit-learn compatible utilities that implement methods born out of the materials science and chemistry communities

python machine-learning scikit-learn

python machine-learning scikit-learn material-science

Python

•

BSD 3-Clause "New" or "Revised" License

•25•97•19•3•Updated

Aug 3, 2026

scikit-dimension

Public

A Python package for intrinsic dimension estimation

Python

•

BSD 3-Clause "New" or "Revised" License

•23•108•5•0•Updated

Aug 2, 2026

category_encoders

Public

A library of sklearn compatible categorical variable encoders

Python

•

BSD 3-Clause "New" or "Revised" License

•411•2.5k•31•6•Updated

Jul 31, 2026

forest-confidence-interval

Public

Confidence intervals for scikit-learn forest algorithms

HTML

•

MIT License

•53•288•4•0•Updated

Jul 29, 2026

fastcan

Public

A fast canonical-correlation-based search algorithm for feature selection, system identification, data pruning, etc.

data-science machine-learning time-series

data-science machine-learning time-series scikit-learn feature-selection data-analysis dynamical-systems feature-engineering system-identification narx

Python

•

MIT License

•5•31•9•0•Updated

Jul 17, 2026

imbalanced-learn

Public

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

python data-science machine-learning

python data-science machine-learning statistics data-analysis

Python

•

MIT License

•1.4k•7.1k•37•45•Updated

Jun 29, 2026

hdbscan

Public

A high performance implementation of HDBSCAN clustering.

machine-learning clustering machine-learning-algorithms

machine-learning clustering machine-learning-algorithms cluster-analysis clustering-algorithm clustering-evaluation

Jupyter Notebook

•

BSD 3-Clause "New" or "Revised" License

•535•3.1k•356•30•Updated

Jun 12, 2026

skglm

Public

Fast and modular sklearn replacement for generalized linear models

Python

•

BSD 3-Clause "New" or "Revised" License

•46•202•36•10•Updated

Jun 5, 2026

scikit-learn-extra

Public

scikit-learn contrib estimators

Python

•

BSD 3-Clause "New" or "Revised" License

•49•204•29•15•Updated

May 25, 2026

scikit-learn-contrib

Public

scikit-learn compatible projects

55•409•24•1•Updated

May 13, 2026

hiclass

Public

A python library for hierarchical classification compatible with scikit-learn

Python

•

BSD 3-Clause "New" or "Revised" License

•32•138•29•11•Updated

Apr 19, 2026

mloptimizer

Public

mloptimizer is an optimizing library designed to be used with sklearn interface machine learning algorithms. It uses deap library for genetic algorithm optimiza…

Jupyter Notebook

•

MIT License

•12•15•0•0•Updated

Apr 6, 2026

metric-learn

Public

Metric learning algorithms in Python

python machine-learning scikit-learn

python machine-learning scikit-learn metric-learning

Python

•

MIT License

•231•1.4k•42•9•Updated

Mar 19, 2026

DESlib

Public

A Python library for dynamic classifier and ensemble selection

diversity ensemble-learning ensemble-prediction

diversity ensemble-learning ensemble-prediction ensemble-selection diversity-measures dynamic-ensembles classifier-ensembles dynamic-selection

Python

•

BSD 3-Clause "New" or "Revised" License

•111•508•15•1•Updated

Jan 20, 2026

qolmat

Public

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

Python

•

BSD 3-Clause "New" or "Revised" License

•4•140•9•2•Updated

Jan 1, 2026

radius_clustering

Public

Source code repository of the Radius clustering python package.

clustering minimum-dominating-set radius-constraint

C

•

GNU General Public License v3.0

•2•10•3•0•Updated

Dec 17, 2025

boruta_py

Public

Python implementations of the Boruta all-relevant feature selection method.

Python

•

BSD 3-Clause "New" or "Revised" License

•264•1.6k•39•9•Updated

Nov 13, 2025

skdag

Public

A more flexible alternative to scikit-learn Pipelines

Python

•

MIT License

•11•39•4•1•Updated

Jun 12, 2025

scikit-learn-contrib.github.io

Public

Project webpage

HTML

•3•4•0•0•Updated

Apr 7, 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 usin…

python machine-learning deep-learning

python machine-learning deep-learning clustering

Jupyter Notebook

•

BSD 3-Clause "New" or "Revised" License

•12•34•0•0•Updated

Mar 7, 2025

project-template

Public template

A template for scikit-learn extensions

Python

•

BSD 3-Clause "New" or "Revised" License

•96•342•1•4•Updated

Jan 27, 2025

skope-rules

Public

machine learning with logical rules in Python

Jupyter Notebook

•

Other

•105•663•29•7•Updated

Jan 31, 2024

py-earth

Public archive

A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines

Python

•

BSD 3-Clause "New" or "Revised" License

•128•468•46•6•Updated

Aug 14, 2023

lightning

Public archive

Large-scale linear classification, regression and ranking in Python

machine-learning

Python

•217•1.8k•49•7•Updated

Jul 18, 2023

sklearn-pandas

Public

Pandas integration with sklearn

Python

•

Other

•421•2.8k•30•13•Updated

Jun 8, 2023

stability-selection

Public archive

scikit-learn compatible implementation of stability selection.

machine-learning statistics scikit-learn

machine-learning statistics scikit-learn feature-selection

Python

•

BSD 3-Clause "New" or "Revised" License

•59•216•15•4•Updated

Jun 5, 2023

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scikit-learn-contrib

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32 repositories

sklearn-ann

MAPIE

bde

denmune-skl

scikit-matter

scikit-dimension

category_encoders

forest-confidence-interval

fastcan

imbalanced-learn

hdbscan

skglm

scikit-learn-extra

scikit-learn-contrib

hiclass

mloptimizer

metric-learn

DESlib

qolmat

radius_clustering

boruta_py

skdag

scikit-learn-contrib.github.io

denmune-clustering-algorithm

project-template

skope-rules

py-earth

lightning

sklearn-pandas

stability-selection

All

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Repositories list

32 repositories