A curated list of community detection research papers with implementations.

A general purpose community detection and network embedding library for research built on NetworkX.

Louvain Community Detection

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

Implements of community detection algorithms

Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

A repository of pretty cool datasets that I collected for network science and machine learning research.

A news recommendation system tailored for user communities

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

A Python implementation of Girvan-Newman algorithm

An interactive map of Stack Exchange tags for all sites.

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

An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)

free software application for social network analysis and visualization

Java package that provides data structures and algorithms for network analysis.

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

A NetworkX addon to compute the graph Ricci curvature and Ricci flow.

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

复杂网络社区发现算法、评价指标、常用数据集整理

Uses topic modeling to identify context between follower relationships of Twitter users

Temporal Network Tools

Implementation of "Overlapping Community Detection with Graph Neural Networks"

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

Network Analysis for Financial Markets

Supervised community detection with line graph neural networks