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GitHub / scikit-learn-contrib 27 repositories
scikit-learn compatible projects
scikit-learn-contrib/category_encoders
A library of sklearn compatible categorical variable encoders
Language: Python - Size: 42.2 MB - Last synced: about 9 hours ago - Pushed: 26 days ago - Stars: 2,371 - Forks: 394
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: 49.4 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 68 - Forks: 18
scikit-learn-contrib/project-template
A template for scikit-learn extensions
Language: Python - Size: 4.52 MB - Last synced: 2 days ago - Pushed: 4 days ago - Stars: 309 - Forks: 90
scikit-learn-contrib/metric-learn
Metric learning algorithms in Python
Language: Python - Size: 12 MB - Last synced: about 5 hours ago - Pushed: 7 months ago - Stars: 1,376 - Forks: 230
scikit-learn-contrib/hdbscan
A high performance implementation of HDBSCAN clustering.
Language: Jupyter Notebook - Size: 25.5 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 2,674 - Forks: 482
scikit-learn-contrib/sklearn-ann
Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.
Language: Python - Size: 174 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 13 - Forks: 3
scikit-learn-contrib/scikit-learn-extra
scikit-learn contrib estimators
Language: Python - Size: 958 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 180 - Forks: 40
scikit-learn-contrib/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Language: Python - Size: 21.6 MB - Last synced: 21 days ago - Pushed: about 1 month ago - Stars: 6,683 - Forks: 1,268
scikit-learn-contrib/boruta_py
Python implementations of the Boruta all-relevant feature selection method.
Language: Python - Size: 169 KB - Last synced: 6 days ago - Pushed: 23 days ago - Stars: 1,434 - Forks: 246
scikit-learn-contrib/skglm
Fast and modular sklearn replacement for generalized linear models
Language: Python - Size: 25.2 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 134 - Forks: 27
scikit-learn-contrib/py-earth 📦
A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines
Language: Python - Size: 19.5 MB - Last synced: 8 days ago - Pushed: 9 months ago - Stars: 455 - Forks: 122
scikit-learn-contrib/lightning 📦
Large-scale linear classification, regression and ranking in Python
Language: Python - Size: 14 MB - Last synced: 11 days ago - Pushed: 10 months ago - Stars: 1,708 - Forks: 212
scikit-learn-contrib/sklearn-pandas
Pandas integration with sklearn
Language: Python - Size: 420 KB - Last synced: 2 days ago - Pushed: 11 months ago - Stars: 2,783 - Forks: 414
scikit-learn-contrib/hiclass
A python library for hierarchical classification compatible with scikit-learn
Language: Python - Size: 1.49 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 98 - Forks: 15
scikit-learn-contrib/forest-confidence-interval
Confidence intervals for scikit-learn forest algorithms
Language: HTML - Size: 11.6 MB - Last synced: 13 days ago - Pushed: over 1 year ago - Stars: 282 - Forks: 45
scikit-learn-contrib/qolmat
A scikit-learn-compatible module for comparing imputation methods.
Language: Python - Size: 91.1 MB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 127 - Forks: 2
scikit-learn-contrib/MAPIE
A scikit-learn-compatible module for estimating prediction intervals.
Language: Jupyter Notebook - Size: 91.1 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 1,144 - Forks: 93
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: 73.9 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 28 - Forks: 7
scikit-learn-contrib/skope-rules
machine learning with logical rules in Python
Language: Jupyter Notebook - Size: 5.62 MB - Last synced: 10 days ago - Pushed: 3 months ago - Stars: 587 - Forks: 94
scikit-learn-contrib/DESlib
A Python library for dynamic classifier and ensemble selection
Language: Python - Size: 2.4 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 470 - Forks: 106
scikit-learn-contrib/scikit-learn-contrib.github.io
Project webpage
Language: HTML - Size: 1.63 MB - Last synced: about 1 month ago - Pushed: over 7 years ago - Stars: 4 - Forks: 1
scikit-learn-contrib/scikit-dimension
A Python package for intrinsic dimension estimation
Language: Python - Size: 23.5 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 67 - Forks: 15
scikit-learn-contrib/stability-selection 📦
scikit-learn compatible implementation of stability selection.
Language: Python - Size: 8.59 MB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 207 - Forks: 63
scikit-learn-contrib/skdag
A more flexible alternative to scikit-learn Pipelines
Language: Python - Size: 4.31 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 27 - Forks: 6
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: about 1 month ago - Pushed: over 3 years ago - Stars: 244 - Forks: 43
scikit-learn-contrib/mimic 📦
mimic calibration
Language: Python - Size: 988 KB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 21 - Forks: 6
scikit-learn-contrib/scikit-learn-contrib
scikit-learn compatible projects
Size: 25.4 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 406 - Forks: 50