This repository is meant to reproduce the experiments described in Significance-based community detection in weighted networks (Palowitch et al. 2018).
To use, run the following from a Linux CLI or Mac terminal:
git clone http://github.com/jpalowitch/CCME_analyses
cd CCME_analyses
bash sims-code/sbm_sims_script.txt
bash applications-code/airports-script.txt
bash applications-code/enron-script.txt
If you use code from this repo toward a publication, please cite the linked article above as:
@article{palowitch2017significance,
title={Significance-based community detection in weighted networks},
author={Palowitch, John and Bhamidi, Shankar and Nobel, Andrew B},
journal={The Journal of Machine Learning Research},
volume={18},
number={1},
pages={6899--6946},
year={2017},
publisher={JMLR.org}
}