netin

NetIn

.. image:: https://github.com/CSHVienna/NetworkInequalities/blob/main/docs/source/netin-logo.png?raw=true :width: 100 :alt: NetworkInequality

NetIn is a python package for network inference. It is based on the NetworkX package and provides a set of methods to study network inequalities. The package is currently under development and will be updated regularly.

.. image:: https://github.com/CSHVienna/NetworkInequalities/actions/workflows/python-app.yml/badge.svg :target: https://github.com/CSHVienna/NetworkInequalities/actions/workflows/python-app.yml

.. image:: https://img.shields.io/badge/python-3.9-blue.svg :target: https://www.python.org/downloads/release/python-3916/

.. image:: https://img.shields.io/badge/NetworkX-3.1-blue.svg :target: https://networkx.org/

.. image:: https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg :target: https://creativecommons.org/licenses/by-nc-sa/4.0/

• Website: https://www.networkinequality.com
• Documentation: https://cshvienna.github.io/NetworkInequalities
• Source: https://github.com/CSHVienna/NetworkInequalities
• Bug reports: https://github.com/CSHVienna/NetworkInequalities/issues
• GitHub Discussions: https://github.com/CSHVienna/NetworkInequalities/discussions
• Mailing list: https://groups.google.com/forum/#!forum/netin-dev

Simple examples

Create an undirected network with preferential attachment and homophily.

.. code:: pycon

>>> from netin import PAH
>>> G = PAH(n=200, k=2, f_m=0.2, h_MM=0.1, h_mm=0.9, seed=42)
>>> G.generate()
>>> G.info()

Create a directed network with preferential attachment and homophily.

.. code:: pycon

>>> from netin import DPAH
>>> G = DPAH(n=200, f_m=0.2, d=0.02, h_MM=0.1, h_mm=0.6, plo_M=2.0, plo_m=2.0, seed=42)
>>> G.generate()
>>> G.info()

Install

Install the latest version of NetIn::

$ pip install netin

Install from source::

    $ git clone
    $ cd NetworkInequalities
    $ pip install -e .

Bugs

Please report any bugs that you find here <https://github.com/CSHVienna/NetworkInequalities/issues>. Or, even better, fork the repository on GitHub <https://github.com/CSHVienna/NetworkInequalities> and create a pull request (PR). We welcome all changes, big or small, and we will help you make the PR if you are new to git.

License

Released under Creative Commons by-nc-sa 4.0 (see LICENSE)::

Copyright (C) 2023-2024 NetIn Developers Fariba Karimi [e-mail] Lisette Espin-Noboa [e-mail] Jan Bachmann [e-mail]