https://github.com/oliveira-sh/pymocd

A Multi-objective community detection library written in Rust exposed to python through PyO3
https://github.com/oliveira-sh/pymocd

community-detection multiobjective-optimization pareto-front

Last synced: 6 months ago
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A Multi-objective community detection library written in Rust exposed to python through PyO3

• Host: GitHub
• URL: https://github.com/oliveira-sh/pymocd
• Owner: oliveira-sh
• License: gpl-3.0
• Created: 2025-03-07T22:12:05.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2025-04-01T11:20:55.000Z (6 months ago)
• Last Synced: 2025-04-01T12:27:42.089Z (6 months ago)
• Topics: community-detection, multiobjective-optimization, pareto-front
• Language: Rust
• Homepage: https://oliveira-sh.github.io/pymocd/
• Size: 3.16 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          


    

  

  **Python Multi-Objective High-performance Evolutionary Algorithms for Community Detection**  

  

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## Overview  

**pymocd** is a Rust-powered Python library designed for efficient multi-objective evolutionary algorithms in community detection. It enhances performance over traditional methods, making it ideal for large-scale graph analysis. This project continues from [re-mocd](https://github.com/0l1ve1r4/re-mocd).  

## Features  

- High-performance Rust backend for computational efficiency  

- Multi-objective optimization for better community structures  

- Scalable to large graphs  

- Easy-to-use Python API  

## Installation and Usage

Visit the [documentation](#) (TODO) for detailed instructions and examples.

## Contributing  

Contributions are welcome! If you have ideas for improvements, feel free to submit issues or pull, this project is licensed under the **GPL-3.0 or later**.