scikit-learn-extra icon indicating copy to clipboard operation
scikit-learn-extra copied to clipboard

scikit-learn contrib estimators

.. -- mode: rst --

|PyPi|_ |Azure|_ |Codecov|_ |CircleCI|_ |ReadTheDocs|_

.. |PyPi| image:: https://badge.fury.io/py/scikit-learn-extra.svg .. _PyPi: https://badge.fury.io/py/scikit-learn-extra

.. |Azure| image:: https://dev.azure.com/scikit-learn-extra/scikit-learn-extra/_apis/build/status/scikit-learn-contrib.scikit-learn-extra?branchName=master .. _Azure: https://dev.azure.com/scikit-learn-extra/scikit-learn-extra/_build/latest?definitionId=1&branchName=master

.. |Codecov| image:: https://codecov.io/gh/scikit-learn-contrib/project-template/branch/master/graph/badge.svg .. _Codecov: https://codecov.io/gh/scikit-learn-contrib/scikit-learn-extra

.. |CircleCI| image:: https://circleci.com/gh/scikit-learn-contrib/scikit-learn-extra.svg?style=shield&circle-token=:circle-token .. _CircleCI: https://circleci.com/gh/scikit-learn-contrib/scikit-learn-extra/tree/master

.. |ReadTheDocs| image:: https://readthedocs.org/projects/scikit-learn-extra/badge/?version=latest .. _ReadTheDocs: https://sklearn-template.readthedocs.io/en/latest/?badge=latest

scikit-learn-extra - A set of useful tools compatible with scikit-learn

.. _scikit-learn: https://scikit-learn.org

scikit-learn-extra is a Python module for machine learning that extends scikit-learn. It includes algorithms that are useful but do not satisfy the scikit-learn inclusion criteria <https://scikit-learn.org/stable/faq.html#what-are-the-inclusion-criteria-for-new-algorithms>_, for instance due to their novelty or lower citation number.

Installation

Dependencies ^^^^^^^^^^^^

scikit-learn-extra requires,

  • Python (>=3.7)
  • scikit-learn (>=0.24), and its dependencies

Installation ^^^^^^^^^^^^

Latest release can be installed with conda,

.. code::

conda install -c conda-forge scikit-learn-extra

or from PyPi with,

.. code::

pip install scikit-learn-extra

License

This package is released under the 3-Clause BSD license.