Metadata-Version: 2.1
Name: scikit-learn-extra
Version: 0.2.0
Summary: A set of tools for scikit-learn.
Home-page: https://github.com/scikit-learn-contrib/scikit-learn-extra
Download-URL: https://github.com/scikit-learn-contrib/scikit-learn-extra
License: new BSD
Platform: UNKNOWN
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved
Classifier: Programming Language :: Python
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: Implementation :: CPython
Requires-Python: >=3.6
Description-Content-Type: text/x-rst
License-File: LICENSE
Requires-Dist: numpy (>=1.13.3)
Requires-Dist: scipy (>=0.19.1)
Requires-Dist: scikit-learn (>=0.23.0)
Provides-Extra: docs
Requires-Dist: pillow ; extra == 'docs'
Requires-Dist: sphinx ; extra == 'docs'
Requires-Dist: sphinx-gallery ; extra == 'docs'
Requires-Dist: sphinx-rtd-theme ; extra == 'docs'
Requires-Dist: numpydoc ; extra == 'docs'
Requires-Dist: matplotlib ; extra == 'docs'
Provides-Extra: tests
Requires-Dist: pytest ; extra == 'tests'
Requires-Dist: pytest-cov ; extra == 'tests'

.. -*- 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 (>=3.6)
- scikit-learn (>=0.23), 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.


