absorbing_centrality 0.1.0

Description:

absorbing centrality 0.1.0

This is an implementation of the absorbing random-walk centrality measure for
nodes in graphs. For the definition of the measure, as well as a study of the
related optimization problem and algorithmic techniques, please see the pre-print
publication on arXiv. A short version of this paper will appear in the
ICDM 2015.
To cite this work, please use
Mavroforakis, Charalampos, Michael Mathioudakis, and Aristides Gionis.
"Absorbing random-walk centrality: Theory and algorithms"
Data Mining (ICDM), 2015 IEEE International Conference on. IEEE, 2015.

Installation
You can install the absorbing_centrality package by executing the following command in a terminal.
pip install git+https://github.com/harrymvr/absorbing-centrality#Egg=absorbing_centrality


Documentation
For instructions on how to use the package, consult its documentation.


Development
To run all the tests for the code, you will need tox – check its webpage for instructions on how to install it.
Once 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.
absorbing-centrality $ tox
If everything goes well, you’ll receive a congratulatory message.
Note that the code is distributed under the Open Source Initiative (ISC) license.
For the exact terms of distribution, see the LICENSE.
Copyright (c) 2015, absorbing-centrality contributors,
Charalampos Mavroforakis <[email protected]>,
Michael Mathioudakis <[email protected]>,
Aristides Gionis <[email protected]>

Changelog



0.1.0 (2015-08-31)

Working version of the package.