{ "info": { "author": "Charalampos Mavroforakis", "author_email": "cmav@bu.edu", "bugtrack_url": null, "classifiers": [ "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved :: ISC License (ISCL)", "Natural Language :: English", "Operating System :: POSIX", "Operating System :: Unix", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.4", "Topic :: Scientific/Engineering :: Information Analysis" ], "description": "================================\nAbsorbing Random-Walk Centrality\n================================\n\n|docs| |travis| |coveralls|\n \nThis is an implementation of the *absorbing random-walk centrality* measure for \nnodes in graphs. For the definition of the measure, as well as a study of the\nrelated optimization problem and algorithmic techniques, please see the pre-print\npublication on arXiv_. A short version of this paper will appear in the\n`ICDM 2015`__.\n\n.. _arXiv: http://arxiv.org/abs/1509.02533\n__ http://icdm2015.stonybrook.edu/\n\nTo cite this work, please use\n\n::\n\n Mavroforakis, Charalampos, Michael Mathioudakis, and Aristides Gionis.\n \"Absorbing random-walk centrality: Theory and algorithms\"\n Data Mining (ICDM), 2015 IEEE International Conference on. IEEE, 2015.\n\n\nInstallation\n------------\n\nYou can install the *absorbing_centrality* package by executing the following command in a terminal.\n\n::\n\n pip install git+https://github.com/harrymvr/absorbing-centrality#Egg=absorbing_centrality\n\nDocumentation\n-------------\n\nFor instructions on how to use the package, consult `its documentation`__.\n\n__ https://absorbing-centrality.readthedocs.org/\n\nDevelopment\n-----------\n\nTo run all the tests for the code, you will need tox_ -- check its webpage for instructions on how to install it.\n\n.. _tox: https://testrun.org/tox/latest/\n\nOnce tox_ is installed, use your terminal to enter the directory with the local copy of the code (here it's named '*absorbing-centrality*') and simply type the following command.\n\n::\n\n absorbing-centrality $ tox\n\nIf everything goes well, you'll receive a congratulatory message. \n\n\nNote that the code is distributed under the Open Source Initiative (ISC) license.\nFor the exact terms of distribution, see the LICENSE_.\n\n.. _LICENSE: ./LICENSE\n\n::\n\n Copyright (c) 2015, absorbing-centrality contributors,\n Charalampos Mavroforakis ,\n Michael Mathioudakis ,\n Aristides Gionis \n\n \n.. |docs| image:: https://readthedocs.org/projects/absorbing-centrality/badge/?version=latest\n :target: https://absorbing-centrality.readthedocs.org/en/latest/\n :alt: Documentation Statu\n\n.. |travis| image:: https://travis-ci.org/harrymvr/absorbing-centrality.svg?branch=master\n :alt: Travis-CI Build Status\n :target: https://travis-ci.org/harrymvr/absorbing-centrality\n\n.. |requires| image:: https://requires.io/github/harrymvr/absorbing-centrality/requirements.svg?branch=master\n :alt: Requirements Status\n :target: https://requires.io/github/harrymvr/absorbing-centrality/requirements/?branch=master\n\n\n.. |coveralls| image:: https://coveralls.io/repos/harrymvr/absorbing-centrality/badge.svg?branch=master&service=github\n :alt: Coverage Status\n :target: https://coveralls.io/github/harrymvr/absorbing-centrality?branch=master\n\n\n.. |version| image:: https://img.shields.io/pypi/v/absorbing_centrality.svg?style=flat\n :alt: PyPI Package latest release\n :target: https://pypi.python.org/pypi/absorbing_centrality\n\n.. |downloads| image:: https://img.shields.io/pypi/dm/absorbing_centrality.svg?style=flat\n :alt: PyPI Package monthly downloads\n :target: https://pypi.python.org/pypi/absorbing_centrality\n\n.. |wheel| image:: https://img.shields.io/pypi/wheel/absorbing_centrality.svg?style=flat\n :alt: PyPI Wheel\n :target: https://pypi.python.org/pypi/absorbing_centrality\n\n.. |supported-versions| image:: https://img.shields.io/pypi/pyversions/absorbing_centrality.svg?style=flat\n :alt: Supported versions\n :target: https://pypi.python.org/pypi/absorbing_centrality\n\n.. |supported-implementations| image:: https://img.shields.io/pypi/implementation/absorbing_centrality.svg?style=flat\n :alt: Supported imlementations\n :target: 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