Popular GitHub Repositories for Community Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

Implementation of "Overlapping Community Detection with Graph Neural Networks"

Supervised community detection with line graph neural networks

Codebase topic modeling using GNNs(Node aggregation and clustering)

Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (NeurIPS 2019)

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

Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.

ProtoCluster 找到了蛋白质结构中的“尸体”（关键信息）—— SHREC CNAM 2025 (https://shrec2025.drugdesign.fr/)

Python Framework for An Investigation into Unsupervised GNN Learning Environments

Simple algorithm for generating graph nodes embeddings

In this repo I have implement different applications of GNN which covers Node Level, Edge level, Graph level tasks with different GNN variants such as GCN, GAT, Graph SAGE

Super.Complex is a supervised machine learning algorithm for community detection in networks. It learns information from known communities and uses this information to find new communities on the network.

A take-home assignment project for SilverAI application. The topic is similar photo clustering.

Hybrid AI (HyAI) framework

MLPb: Matching via weight-constrained label propagation in bipartite networks