CGNLib, a Python library, enhances GN by allowing experimentation with different centrality metrics—Edge Betweenness, Edge Closeness, PageRank, and Degree Centrality. This flexibility can improve community detection results. The library is easy to integrate via Pip and includes a benchmarking method for experiments.
Project description
# CGNLib - Community Detection Library
[](https://badge.fury.io/py/cgn)
CGNLib is a Python library, enhances GN by allowing experimentation with different centrality metrics—Edge Betweenness, Edge Closeness, PageRank, and Degree Centrality. This flexibility can improve community detection results. The library is easy to integrate via Pip and includes a benchmarking method for experiments. CGNLib also features the “Hat Yai Tourism” dataset, inspired by the need to optimize community detection in Hat Yai, Songkhla’s tourism routes, making it valuable for research and practical applications.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
File details
Details for the file cgnlib-0.0.2.tar.gz.
File metadata
- Download URL: cgnlib-0.0.2.tar.gz
- Upload date:
- Size: 4.0 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 336c3fba97ec4910cacdd6467d4d56601405af8511f15fb93759db8ba478604a |
|
| MD5 | 917eb4c1f40e5a9930ead27284c95120 |
|
| BLAKE2b-256 | e3f3330a9cdba702a13516f545c52f156ca9378ffb310878f9135de24c44553b |
](https://badge.fury.io/py/cgn){kind=link}