CM++ Pipeline

Customizable modular pipeline for testing an improved version of CM for generating well-connected clusters. Image below from arXiv preprint: Park et. al. (2023). (Original Source Code)

Quick Start Guide

• Features
• Installation
• Quick Start Guide

Input and Usage

• Example Commands
• CM++ Usage
• CM Pipeline Usage
• JSON Format Tutorial

Contributing

• Contibuting
• Developer Setup
• Pipeline Customization

Archive

• View Old Release Notes

Citations

@misc{cm_pipe2023,
    author = {Vikram Ramavarapu and Vidya Kamath and Minhyuk Park and Fabio Ayres and George Chacko},
    title = {Connectivity Modifier Pipeline},
    howpublished = {\url{https://github.com/illinois-or-research-analytics/cm_pipeline}},
    year={2023},
    doi={10.5281/zenodo.10076514}
}

@article{Park2024,
  title = {Well-connectedness and community detection},
  volume = {1},
  ISSN = {2837-8830},
  url = {http://dx.doi.org/10.1371/journal.pcsy.0000009},
  DOI = {10.1371/journal.pcsy.0000009},
  number = {3},
  journal = {PLOS Complex Systems},
  publisher = {Public Library of Science (PLoS)},
  author = {Park,  Minhyuk and Tabatabaee,  Yasamin and Ramavarapu,  Vikram and Liu,  Baqiao and Pailodi,  Vidya Kamath and Ramachandran,  Rajiv and Korobskiy,  Dmitriy and Ayres,  Fabio and Chacko,  George and Warnow,  Tandy},
  editor = {Albert,  Réka},
  year = {2024},
  month = nov,
  pages = {e0000009}
}

@misc{park2023wellconnected,
    title={Well-Connected Communities in Real-World and Synthetic Networks}, 
    author={Minhyuk Park and Yasamin Tabatabaee and Vikram Ramavarapu and Baqiao Liu and Vidya Kamath Pailodi and Rajiv Ramachandran and Dmitriy Korobskiy and Fabio Ayres and George Chacko and Tandy Warnow},
    year={2023},
    eprint={2303.02813},
    archivePrefix={arXiv},
    primaryClass={cs.SI}
}