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.
- 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
Create an undirected network with preferential attachment and homophily.
>>> 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.
>>> 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 the latest version of NetIn:
$ pip install netin
Install from source:
$ git clone https://github.com/CSHVienna/NetworkInequalities $ cd NetworkInequalities $ pip install -e .
Please report any bugs that you find here. Or, even better, fork the repository on GitHub 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.
Released under Creative Commons by-nc-sa 4.0 (see LICENSE):
Copyright (C) 2023-2024 NetIn Developers Fariba Karimi <karimi@csh.ac.at> Lisette Espin-Noboa <espin@csh.ac.at> Jan Bachmann <bachmann@csh.ac.at>
Provisionally, the code to simulate and analyze networks with multidimensional interactions is hosted in the repository associated with the paper [Martin-Gutierrez et al. 2024].