scikit-learn-contrib

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

Python 1,006 BSD-3-Clause 191 22 4 Updated Aug 20, 2021
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Python 5,408 MIT 1,121 34 15 Updated Aug 11, 2021
MAPIE
A scikit-learn-compatible module for estimating prediction intervals.

Python 99 BSD-3-Clause 7 8 1 Updated Aug 6, 2021
scikit-learn-extra
scikit-learn contrib estimators

Python 95 BSD-3-Clause 26 18 (1 issue needs help) 6 Updated Jul 31, 2021
project-template
A template for scikit-learn extensions

Python 221 BSD-3-Clause 82 8 4 Updated Jul 27, 2021
DESlib
A Python library for dynamic classifier and ensemble selection

Python 341 BSD-3-Clause 80 9 (2 issues need help) 1 Updated Jul 26, 2021
py-earth
A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines

Python 387 BSD-3-Clause 91 41 5 Updated Jul 19, 2021
forest-confidence-interval
Confidence intervals for scikit-learn forest algorithms

HTML 224 MIT 41 18 2 Updated Jul 9, 2021
category_encoders
A library of sklearn compatible categorical variable encoders

Python 1,717 BSD-3-Clause 329 78 (6 issues need help) 12 Updated Jun 22, 2021
lightning
Large-scale linear classification, regression and ranking in Python

Python 1,473 194 44 6 Updated Jun 15, 2021

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