Top 13 community-detection open source projects

A curated list of community detection research papers with implementations.

Implementation of "Overlapping Community Detection with Graph Neural Networks"

An implementation of the Watset clustering algorithm in Java.

Community Detection Based on Structure and Content

Code used in the paper "Time Series Clustering via Community Detection in Networks"

Watchman: An open-source social-media event-detection system

A novel approach to evaluate community detection algorithms on ground truth

Supervised community detection with line graph neural networks

Overlapping community detection in Large-Scale Networks using BigCLAM model build on Apache Spark

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

复杂网络社区发现算法、评价指标、常用数据集整理

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).