scikit-learn-contrib

Organization data from Github https://github.com/scikit-learn-contrib

scikit-learn compatible projects

https://contrib.scikit-learn.org

@scikit-learn-contrib

scikit-learn-contrib's repositories

imbalanced-learn

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

Language:PythonMIT7058 136 612

hdbscan

A high performance implementation of HDBSCAN clustering.

Language:Jupyter NotebookBSD-3-Clause3016 54 527

sklearn-pandas

Pandas integration with sklearn

Language:PythonNOASSERTION2843 91 157

category_encoders

A library of sklearn compatible categorical variable encoders

Language:PythonBSD-3-Clause2467 35 299

lightning

Large-scale linear classification, regression and ranking in Python

Language:Python1762 36 91

boruta_py

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

Language:PythonBSD-3-Clause1594 37 92

MAPIE

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

Language:Jupyter NotebookBSD-3-Clause1485 16 284

metric-learn

Metric learning algorithms in Python

Language:PythonMIT1427 42 164

skope-rules

machine learning with logical rules in Python

Language:Jupyter NotebookNOASSERTION648 24 36

DESlib

A Python library for dynamic classifier and ensemble selection

Language:PythonBSD-3-Clause493 10 153

py-earth

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

Language:PythonBSD-3-Clause465 26 154

scikit-learn-contrib

scikit-learn compatible projects

project-template

A template for scikit-learn extensions

Language:PythonBSD-3-Clause338 13 41

forest-confidence-interval

Confidence intervals for scikit-learn forest algorithms

Language:HTMLMIT291 14 52

polylearn

A library for factorization machines and polynomial networks for classification and regression in Python.

Language:PythonBSD-2-Clause246 13 14

stability-selection

scikit-learn compatible implementation of stability selection.

Language:PythonBSD-3-Clause214 11 24

scikit-learn-extra

scikit-learn contrib estimators

Language:PythonBSD-3-Clause198 15 74

skglm

Fast and modular sklearn replacement for generalized linear models

Language:PythonBSD-3-Clause186 6 127

qolmat

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

Language:PythonBSD-3-Clause139 2 16

hiclass

A python library for hierarchical classification compatible with scikit-learn

Language:PythonBSD-3-Clause134 7 45

scikit-dimension

A Python package for intrinsic dimension estimation

Language:PythonBSD-3-Clause93 4 25

scikit-matter

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

Language:PythonBSD-3-Clause88 15 78

skdag

A more flexible alternative to scikit-learn Pipelines

Language:PythonMIT38 4 9

denmune-clustering-algorithm

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.

Language:Jupyter NotebookBSD-3-Clause31 2 1

mimic

mimic calibration

Language:PythonBSD-3-Clause21 3 2

sklearn-ann

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

Language:PythonBSD-3-Clause21 3 16

fastcan

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

Language:PythonMIT15 2 72

radius_clustering

Source code repository of the Radius clustering python package.

Language:CGPL-3.07 2 15

scikit-learn-contrib.github.io

Project webpage

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