{ "info": { "author": "Akshay Sood", "author_email": "sood.iitd@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 2 - Pre-Alpha", "Environment :: Console", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: Implementation :: CPython", "Topic :: Scientific/Engineering :: Artificial Intelligence" ], "description": ".. highlight:: shell\n\n========\nmihifepe\n========\n\n.. image:: https://img.shields.io/pypi/v/mihifepe.svg\n :target: https://pypi.python.org/pypi/mihifepe\n :alt: Release status\n\n.. image:: https://img.shields.io/travis/cloudbopper/mihifepe.svg\n :target: https://travis-ci.org/cloudbopper/mihifepe\n :alt: Build status\n\n.. image:: https://readthedocs.org/projects/mihifepe/badge/?version=latest\n :target: https://mihifepe.readthedocs.io/en/latest/?badge=latest\n :alt: Documentation Status\n\n.. image:: https://pyup.io/repos/github/cloudbopper/mihifepe/shield.svg\n :target: https://pyup.io/repos/github/cloudbopper/mihifepe/\n :alt: Updates\n\n\n--------\nOverview\n--------\n\n``mihifepe`` is a library that implements Model Interpretability via Hierarchical Feature Perturbation ([Paper link here])).\n\n-------------\nDocumentation\n-------------\n\nhttps://mihifepe.readthedocs.io\n\n------------\nInstallation\n------------\n\nRecommended installation method is via `virtual environments`_ and pip_.\n\nWhen making the virtual environment, specify python3 as the python executable (python3 version must be 3.5+)::\n\n mkvirtualenv -p python3 mihifepe_env\n\nTo install the latest stable release::\n\n pip install mihifepe\n\nOr to install the latest development version from GitHub::\n\n pip install git+https://github.com/cloudbopper/mihifepe.git@master#egg=mihifepe\n\n.. _pip: https://pip.pypa.io/\n.. _virtual environments: https://python-guide-cn.readthedocs.io/en/latest/dev/virtualenvs.html\n\n-----------\nDevelopment\n-----------\n\nhttps://mihifepe.readthedocs.io/en/latest/contributing.html\n\n-----\nUsage\n-----\n\nhttps://mihifepe.readthedocs.io/en/latest/usage.html\n\n-------\nLicense\n-------\n\n``mihifepe`` is free, open source software, released under the MIT license. See LICENSE_ for details.\n\n.. _LICENSE: https://github.com/cloudbopper/mihifepe/blob/master/LICENSE\n\n-------\nContact\n-------\n\n`Akshay Sood`_\n\n.. _Akshay Sood: https://github.com/cloudbopper\n\n\n=========\nChangelog\n=========\n\n------------------\n0.1.0 (2018-09-14)\n------------------\n\n* First release on PyPI\n\n\n", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/cloudbopper/mihifepe", "keywords": "mihifepe", "license": "MIT", "maintainer": "", "maintainer_email": "", "name": "mihifepe", "package_url": "https://pypi.org/project/mihifepe/", "platform": "", "project_url": "https://pypi.org/project/mihifepe/", "project_urls": { "Homepage": "https://github.com/cloudbopper/mihifepe" }, "release_url": "https://pypi.org/project/mihifepe/0.1.1/", "requires_dist": [ "anytree (~=2.4.3)", "h5py (~=2.8.0)", "numpy (~=1.15.0)", "pyhashxx (~=0.1.3)", "scikit-learn (~=0.19.2)", "scipy (~=1.1.0)" ], "requires_python": ">= 3.5", "summary": "Model Interpretability via Hierarchical Feature Perturbation", "version": "0.1.1" }, "last_serial": 4274108, "releases": { "0.1.1": [ { "comment_text": "", "digests": { "md5": "ff3d7878523c5bc05f2ab0ff25d07d59", "sha256": "f0833cdcb92ffe186e20efe30f5c4d0b77b620b158d6c3999a365a6ce4d058c3" }, "downloads": -1, "filename": "mihifepe-0.1.1-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "ff3d7878523c5bc05f2ab0ff25d07d59", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": ">= 3.5", "size": 15322, "upload_time": "2018-09-15T00:21:00", "url": "https://files.pythonhosted.org/packages/15/53/47d67438246bdeddf2ffaf0d2fbab98f034ff9fa25226e7ff08e226fea42/mihifepe-0.1.1-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "f4cf21f5242ebc078ac3ecd65a242194", "sha256": "48c53d3893d3572bf77d6523515d7ebe881557ec72dff280e62a6866e73149f6" }, "downloads": -1, "filename": "mihifepe-0.1.1.tar.gz", "has_sig": false, "md5_digest": "f4cf21f5242ebc078ac3ecd65a242194", "packagetype": "sdist", "python_version": "source", "requires_python": ">= 3.5", "size": 20605, "upload_time": "2018-09-15T00:21:02", "url": "https://files.pythonhosted.org/packages/92/bd/8859e737292f69eed23c7f2951355ab47400bf696b000b18e6deb0d5c1b0/mihifepe-0.1.1.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "ff3d7878523c5bc05f2ab0ff25d07d59", "sha256": "f0833cdcb92ffe186e20efe30f5c4d0b77b620b158d6c3999a365a6ce4d058c3" }, "downloads": -1, "filename": "mihifepe-0.1.1-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "ff3d7878523c5bc05f2ab0ff25d07d59", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": ">= 3.5", "size": 15322, "upload_time": "2018-09-15T00:21:00", "url": "https://files.pythonhosted.org/packages/15/53/47d67438246bdeddf2ffaf0d2fbab98f034ff9fa25226e7ff08e226fea42/mihifepe-0.1.1-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "f4cf21f5242ebc078ac3ecd65a242194", "sha256": "48c53d3893d3572bf77d6523515d7ebe881557ec72dff280e62a6866e73149f6" }, "downloads": -1, "filename": "mihifepe-0.1.1.tar.gz", "has_sig": false, "md5_digest": "f4cf21f5242ebc078ac3ecd65a242194", "packagetype": "sdist", "python_version": "source", "requires_python": ">= 3.5", "size": 20605, "upload_time": "2018-09-15T00:21:02", "url": "https://files.pythonhosted.org/packages/92/bd/8859e737292f69eed23c7f2951355ab47400bf696b000b18e6deb0d5c1b0/mihifepe-0.1.1.tar.gz" } ] }