Model Interpretability via Hierarchical Feature Perturbation
Project description
.. highlight:: shell
========
mihifepe
========
.. image:: https://img.shields.io/pypi/v/mihifepe.svg
:target: https://pypi.python.org/pypi/mihifepe
:alt: Release status
.. image:: https://img.shields.io/travis/cloudbopper/mihifepe.svg
:target: https://travis-ci.org/cloudbopper/mihifepe
:alt: Build status
.. image:: https://readthedocs.org/projects/mihifepe/badge/?version=latest
:target: https://mihifepe.readthedocs.io/en/latest/?badge=latest
:alt: Documentation Status
.. image:: https://pyup.io/repos/github/cloudbopper/mihifepe/shield.svg
:target: https://pyup.io/repos/github/cloudbopper/mihifepe/
:alt: Updates
--------
Overview
--------
``mihifepe`` is a library that implements Model Interpretability via Hierarchical Feature Perturbation ([Paper link here])).
-------------
Documentation
-------------
https://mihifepe.readthedocs.io
------------
Installation
------------
Recommended installation method is via `virtual environments`_ and pip_.
When making the virtual environment, specify python3 as the python executable (python3 version must be 3.5+)::
mkvirtualenv -p python3 mihifepe_env
To install the latest stable release::
pip install mihifepe
Or to install the latest development version from GitHub::
pip install git+https://github.com/cloudbopper/mihifepe.git@master#egg=mihifepe
.. _pip: https://pip.pypa.io/
.. _virtual environments: https://python-guide-cn.readthedocs.io/en/latest/dev/virtualenvs.html
-----------
Development
-----------
https://mihifepe.readthedocs.io/en/latest/contributing.html
-----
Usage
-----
https://mihifepe.readthedocs.io/en/latest/usage.html
-------
License
-------
``mihifepe`` is free, open source software, released under the MIT license. See LICENSE_ for details.
.. _LICENSE: https://github.com/cloudbopper/mihifepe/blob/master/LICENSE
-------
Contact
-------
`Akshay Sood`_
.. _Akshay Sood: https://github.com/cloudbopper
=========
Changelog
=========
------------------
0.1.0 (2018-09-14)
------------------
* First release on PyPI
========
mihifepe
========
.. image:: https://img.shields.io/pypi/v/mihifepe.svg
:target: https://pypi.python.org/pypi/mihifepe
:alt: Release status
.. image:: https://img.shields.io/travis/cloudbopper/mihifepe.svg
:target: https://travis-ci.org/cloudbopper/mihifepe
:alt: Build status
.. image:: https://readthedocs.org/projects/mihifepe/badge/?version=latest
:target: https://mihifepe.readthedocs.io/en/latest/?badge=latest
:alt: Documentation Status
.. image:: https://pyup.io/repos/github/cloudbopper/mihifepe/shield.svg
:target: https://pyup.io/repos/github/cloudbopper/mihifepe/
:alt: Updates
--------
Overview
--------
``mihifepe`` is a library that implements Model Interpretability via Hierarchical Feature Perturbation ([Paper link here])).
-------------
Documentation
-------------
https://mihifepe.readthedocs.io
------------
Installation
------------
Recommended installation method is via `virtual environments`_ and pip_.
When making the virtual environment, specify python3 as the python executable (python3 version must be 3.5+)::
mkvirtualenv -p python3 mihifepe_env
To install the latest stable release::
pip install mihifepe
Or to install the latest development version from GitHub::
pip install git+https://github.com/cloudbopper/mihifepe.git@master#egg=mihifepe
.. _pip: https://pip.pypa.io/
.. _virtual environments: https://python-guide-cn.readthedocs.io/en/latest/dev/virtualenvs.html
-----------
Development
-----------
https://mihifepe.readthedocs.io/en/latest/contributing.html
-----
Usage
-----
https://mihifepe.readthedocs.io/en/latest/usage.html
-------
License
-------
``mihifepe`` is free, open source software, released under the MIT license. See LICENSE_ for details.
.. _LICENSE: https://github.com/cloudbopper/mihifepe/blob/master/LICENSE
-------
Contact
-------
`Akshay Sood`_
.. _Akshay Sood: https://github.com/cloudbopper
=========
Changelog
=========
------------------
0.1.0 (2018-09-14)
------------------
* First release on PyPI
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