scikit-learn-contrib

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32 repositories

MAPIE
Public
A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
python data-science sklearn regression classification confidence-intervals conformal-prediction
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•128•1.5k•27•5•Updated Jan 5, 2026Jan 5, 2026
qolmat
Public
A scikit-learn-compatible module for comparing imputation methods.
Python
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BSD 3-Clause "New" or "Revised" License
•4•139•9•2•Updated Jan 1, 2026Jan 1, 2026
hdbscan
Public
A high performance implementation of HDBSCAN clustering.
machine-learning clustering machine-learning-algorithms cluster-analysis clustering-algorithm clustering-evaluation
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•526•3k•354•27•Updated Dec 24, 2025Dec 24, 2025
imbalanced-learn
Public
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
python data-science machine-learning statistics data-analysis
Python
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MIT License
•1.3k•7.1k•36•20•Updated Dec 24, 2025Dec 24, 2025
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 material-science
Python
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BSD 3-Clause "New" or "Revised" License
•25•89•18•3•Updated Dec 23, 2025Dec 23, 2025
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 knn knn-graphs
Python
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BSD 3-Clause "New" or "Revised" License
•11•22•10•1•Updated Dec 23, 2025Dec 23, 2025
denmune-skl
Public
SKlearn API consistent (and more performant) implementation of DenMune, by Abbas et al.
Python
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BSD 3-Clause "New" or "Revised" License
•1•0•0•0•Updated Dec 20, 2025Dec 20, 2025
radius_clustering
Public
Source code repository of the Radius clustering python package.
clustering minimum-dominating-set radius-constraint
C
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GNU General Public License v3.0
•2•7•3•0•Updated Dec 17, 2025Dec 17, 2025
fastcan
Public
A fast canonical-correlation-based search algorithm for feature selection, system identification, data pruning, etc.
data-science machine-learning time-series scikit-learn feature-selection data-analysis dynamical-systems feature-engineering system-identification narx
Python
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MIT License
•5•15•10•1•Updated Dec 17, 2025Dec 17, 2025
bde
Public
Bayesian Deep Ensembles via MILE: easy to use, scikit-learn compatible and fast (JAX powered)
machine-learning scikit-learn jax
Python
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BSD 3-Clause "New" or "Revised" License
•0•24•0•0•Updated Dec 15, 2025Dec 15, 2025
scikit-learn-extra
Public
scikit-learn contrib estimators
Python
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BSD 3-Clause "New" or "Revised" License
•48•199•29•15•Updated Dec 8, 2025Dec 8, 2025
category_encoders
Public
A library of sklearn compatible categorical variable encoders
Python
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BSD 3-Clause "New" or "Revised" License
•406•2.5k•39•1•Updated Dec 6, 2025Dec 6, 2025
mloptimizer
Public
mloptimizer is an optimizing library designed to be used with sklearn interface machine learning algorithms. It uses deap library for genetic algorithm optimization of hyperparameters.
Python
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MIT License
•11•13•0•0•Updated Nov 30, 2025Nov 30, 2025
boruta_py
Public
Python implementations of the Boruta all-relevant feature selection method.
Python
•
BSD 3-Clause "New" or "Revised" License
•268•1.6k•39•9•Updated Nov 13, 2025Nov 13, 2025
skglm
Public
Fast and modular sklearn replacement for generalized linear models
Python
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BSD 3-Clause "New" or "Revised" License
•42•187•35•9•Updated Sep 30, 2025Sep 30, 2025
scikit-dimension
Public
A Python package for intrinsic dimension estimation
Python
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BSD 3-Clause "New" or "Revised" License
•21•95•6•0•Updated Sep 14, 2025Sep 14, 2025
skdag
Public
A more flexible alternative to scikit-learn Pipelines
Python
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MIT License
•10•37•4•1•Updated Jun 12, 2025Jun 12, 2025
forest-confidence-interval
Public
Confidence intervals for scikit-learn forest algorithms
HTML
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MIT License
•52•290•4•1•Updated Apr 20, 2025Apr 20, 2025
scikit-learn-contrib.github.io
Public
Project webpage
HTML
•3•4•0•0•Updated Apr 7, 2025Apr 7, 2025
scikit-learn-contrib
Public
scikit-learn compatible projects
53•408•18•1•Updated Apr 5, 2025Apr 5, 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.
python machine-learning deep-learning clustering
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•13•32•0•0•Updated Mar 7, 2025Mar 7, 2025
hiclass
Public
A python library for hierarchical classification compatible with scikit-learn
Python
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BSD 3-Clause "New" or "Revised" License
•29•136•25•9•Updated Mar 6, 2025Mar 6, 2025
project-template
Public template
A template for scikit-learn extensions
Python
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BSD 3-Clause "New" or "Revised" License
•96•339•1•2•Updated Jan 27, 2025Jan 27, 2025
metric-learn
Public
Metric learning algorithms in Python
python machine-learning scikit-learn metric-learning
Python
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MIT License
•231•1.4k•42•9•Updated Aug 3, 2024Aug 3, 2024
DESlib
Public
A Python library for dynamic classifier and ensemble selection
diversity ensemble-learning ensemble-prediction ensemble-selection diversity-measures dynamic-ensembles classifier-ensembles dynamic-selection
Python
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BSD 3-Clause "New" or "Revised" License
•110•496•16•2•Updated Apr 15, 2024Apr 15, 2024
skope-rules
Public
machine learning with logical rules in Python
Jupyter Notebook
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Other
•106•656•30•6•Updated Jan 31, 2024Jan 31, 2024
py-earth
Public archive
A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines
Python
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BSD 3-Clause "New" or "Revised" License
•124•469•46•6•Updated Aug 14, 2023Aug 14, 2023
lightning
Public archive
Large-scale linear classification, regression and ranking in Python
machine-learning
Python
•218•1.8k•49•7•Updated Jul 18, 2023Jul 18, 2023
sklearn-pandas
Public
Pandas integration with sklearn
Python
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Other
•423•2.8k•30•12•Updated Jun 8, 2023Jun 8, 2023
stability-selection
Public archive
scikit-learn compatible implementation of stability selection.
machine-learning statistics scikit-learn feature-selection
Python
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BSD 3-Clause "New" or "Revised" License
•60•214•15•4•Updated Jun 5, 2023Jun 5, 2023