|PyPI| |Docs| |Build Status|
.. |PyPI| image:: https://img.shields.io/pypi/v/hilearn.svg
:target: https://pypi.org/project/hilearn
.. |Docs| image:: https://readthedocs.org/projects/hilearn/badge/?version=latest
:target: https://hilearn.readthedocs.io
.. |Build Status| image:: https://travis-ci.org/huangyh09/hilearn.svg?branch=master
:target: https://travis-ci.org/huangyh09/hilearn
HiLearn
=======
A small library of machine learning models and utility & plotting functions:
1. a set of utility functions, e.g., wrap function for cross-validation on
regression and classification models
2. a set of small models, e.g., mixture of linear regression model
3. a set of plotting functions, e.g., `corr_plot`, `ROC_curve`, `PR_curve`
How to install?
---------------
Easy install with *pip* by ``pip install hilearn`` for released version or the
latest version on github (less stable though)
.. code-block:: bash
pip install -U git+https://github.com/huangyh09/hilearn
If you don't have the root permission, add ``--user``.
Documentation
-------------
See the documentation_ for how to use, e.g., `cross-validation`_ and
`plotting functions`_.
.. _documentation: https://hilearn.readthedocs.io
.. _`cross-validation`: https://hilearn.readthedocs.io/en/latest/cross_validation.html
.. _`plotting functions`: https://hilearn.readthedocs.io/en/latest/plotting.html
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"description": "|PyPI| |Docs| |Build Status|\n\n.. |PyPI| image:: https://img.shields.io/pypi/v/hilearn.svg\n :target: https://pypi.org/project/hilearn\n.. |Docs| image:: https://readthedocs.org/projects/hilearn/badge/?version=latest\n :target: https://hilearn.readthedocs.io\n.. |Build Status| image:: https://travis-ci.org/huangyh09/hilearn.svg?branch=master\n :target: https://travis-ci.org/huangyh09/hilearn\n \nHiLearn\n=======\n\nA small library of machine learning models and utility & plotting functions:\n\n1. a set of utility functions, e.g., wrap function for cross-validation on \n regression and classification models\n\n2. a set of small models, e.g., mixture of linear regression model\n\n3. a set of plotting functions, e.g., `corr_plot`, `ROC_curve`, `PR_curve`\n\n\nHow to install?\n---------------\n\nEasy install with *pip* by ``pip install hilearn`` for released version or the \nlatest version on github (less stable though)\n\n.. code-block:: bash\n\n pip install -U git+https://github.com/huangyh09/hilearn\n\nIf you don't have the root permission, add ``--user``.\n\n\nDocumentation\n-------------\n\nSee the documentation_ for how to use, e.g., `cross-validation`_ and \n`plotting functions`_.\n\n.. _documentation: https://hilearn.readthedocs.io\n.. _`cross-validation`: https://hilearn.readthedocs.io/en/latest/cross_validation.html\n.. _`plotting functions`: https://hilearn.readthedocs.io/en/latest/plotting.html",
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