GitHub / scikit-learn-contrib 27 Repositories
scikit-learn compatible projects
scikit-learn-contrib/hdbscan
A high performance implementation of HDBSCAN clustering.
Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: about 21 hours ago - Pushed at: 1 day ago - Stars: 2,965 - Forks: 516
scikit-learn-contrib/skglm
Fast and modular sklearn replacement for generalized linear models
Language: Python - Size: 55.2 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 177 - Forks: 37
scikit-learn-contrib/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Language: Python - Size: 21.7 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 7,020 - Forks: 1,312
scikit-learn-contrib/MAPIE
A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
Language: Jupyter Notebook - Size: 112 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 1,442 - Forks: 123
scikit-learn-contrib/category_encoders
A library of sklearn compatible categorical variable encoders
Language: Python - Size: 43.2 MB - Last synced at: about 20 hours ago - Pushed at: about 1 month ago - Stars: 2,453 - Forks: 402
scikit-learn-contrib/sklearn-ann
Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.
Language: Python - Size: 240 KB - Last synced at: 5 days ago - Pushed at: 9 days ago - Stars: 19 - Forks: 7
scikit-learn-contrib/scikit-matter
A collection of scikit-learn compatible utilities that implement methods born out of the materials science and chemistry communities
Language: Python - Size: 50.4 MB - Last synced at: 9 days ago - Pushed at: 13 days ago - Stars: 85 - Forks: 22
scikit-learn-contrib/project-template
A template for scikit-learn extensions
Language: Python - Size: 4.62 MB - Last synced at: 7 days ago - Pushed at: 6 months ago - Stars: 334 - Forks: 91
scikit-learn-contrib/fastcan
A fast canonical-correlation-based greedy search algorithm for feature selection, system identification, data pruning, etc.
Language: Python - Size: 1.19 MB - Last synced at: 19 days ago - Pushed at: 20 days ago - Stars: 9 - Forks: 1
scikit-learn-contrib/lightning 📦
Large-scale linear classification, regression and ranking in Python
Language: Python - Size: 14 MB - Last synced at: 14 days ago - Pushed at: about 2 years ago - Stars: 1,754 - Forks: 216
scikit-learn-contrib/radius_clustering
Source code repository of the Radius clustering python package.
Language: C - Size: 4.79 MB - Last synced at: 10 days ago - Pushed at: 20 days ago - Stars: 7 - Forks: 0
scikit-learn-contrib/skope-rules
machine learning with logical rules in Python
Language: Jupyter Notebook - Size: 5.62 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 641 - Forks: 101
scikit-learn-contrib/scikit-learn-extra
scikit-learn contrib estimators
Language: Python - Size: 960 KB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 197 - Forks: 45
scikit-learn-contrib/scikit-dimension
A Python package for intrinsic dimension estimation
Language: Python - Size: 18 MB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 91 - Forks: 18
scikit-learn-contrib/metric-learn
Metric learning algorithms in Python
Language: Python - Size: 12 MB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 1,422 - Forks: 229
scikit-learn-contrib/hiclass
A python library for hierarchical classification compatible with scikit-learn
Language: Python - Size: 1.61 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 133 - Forks: 26
scikit-learn-contrib/py-earth 📦
A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines
Language: Python - Size: 19.5 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 461 - Forks: 124
scikit-learn-contrib/boruta_py
Python implementations of the Boruta all-relevant feature selection method.
Language: Python - Size: 153 KB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 1,571 - Forks: 261
scikit-learn-contrib/sklearn-pandas
Pandas integration with sklearn
Language: Python - Size: 420 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 2,831 - Forks: 416
scikit-learn-contrib/DESlib
A Python library for dynamic classifier and ensemble selection
Language: Python - Size: 2.4 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 488 - Forks: 106
scikit-learn-contrib/forest-confidence-interval
Confidence intervals for scikit-learn forest algorithms
Language: HTML - Size: 11.5 MB - Last synced at: about 20 hours ago - Pushed at: 3 months ago - Stars: 288 - Forks: 49
scikit-learn-contrib/skdag
A more flexible alternative to scikit-learn Pipelines
Language: Python - Size: 4.31 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 33 - Forks: 8
scikit-learn-contrib/scikit-learn-contrib
scikit-learn compatible projects
Size: 28.3 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 410 - Forks: 51
scikit-learn-contrib/scikit-learn-contrib.github.io
Project webpage
Language: HTML - Size: 1.63 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 4 - Forks: 1
scikit-learn-contrib/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 Notebook - Size: 74 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 31 - Forks: 9
scikit-learn-contrib/qolmat
A scikit-learn-compatible module for comparing imputation methods.
Language: Python - Size: 91.7 MB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 137 - Forks: 2
scikit-learn-contrib/stability-selection 📦
scikit-learn compatible implementation of stability selection.
Language: Python - Size: 8.59 MB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 210 - Forks: 63
scikit-learn-contrib/polylearn 📦
A library for factorization machines and polynomial networks for classification and regression in Python.
Language: Python - Size: 3.16 MB - Last synced at: 11 months ago - Pushed at: almost 5 years ago - Stars: 245 - Forks: 43
scikit-learn-contrib/mimic 📦
mimic calibration
Language: Python - Size: 988 KB - Last synced at: 11 months ago - Pushed at: almost 6 years ago - Stars: 21 - Forks: 6