Repositories
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scikit-learn-extra
scikit-learn contrib estimators
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MAPIE
A scikit-learn-compatible module for estimating prediction intervals.
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category_encoders
A library of sklearn compatible categorical variable encoders
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imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
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project-template
A template for scikit-learn extensions
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boruta_py
Python implementations of the Boruta all-relevant feature selection method.
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metric-learn
Metric learning algorithms in Python
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skope-rules
machine learning with logical rules in Python
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sklearn-pandas
Pandas integration with sklearn
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DESlib
A Python library for dynamic classifier and ensemble selection
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hdbscan
A high performance implementation of HDBSCAN clustering.
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py-earth
A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines
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forest-confidence-interval
Confidence intervals for scikit-learn forest algorithms
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stability-selection
scikit-learn compatible implementation of stability selection.
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polylearn
A library for factorization machines and polynomial networks for classification and regression in Python.
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scikit-learn-contrib
scikit-learn compatible projects
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scikit-learn-contrib.github.io
Project webpage