46 Open Source Community Detection Software Projects
Free and open source community detection code projects including engines, APIs, generators, and tools.
Awesome Community Detection 1427 ⭐
A curated list of community detection research papers with implementations.
Karateclub 988 ⭐
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Clustergcn 450 ⭐
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
Leidenalg 207 ⭐
Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
C Ms Celeb 203 ⭐
A clean version (wash list) of MS-Celeb-1M face dataset, containing 6,464,018 face images of 94,682 celebrities
Gemsec 195 ⭐
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Louvain Igraph 178 ⭐
Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.
Splitter 164 ⭐
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Benedekrozemberczki Datasets 163 ⭐
A repository of pretty cool datasets that I collected for network science and machine learning research.
Danmf 154 ⭐
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Edmot 88 ⭐
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
Networkanalysis 70 ⭐
Java package that provides data structures and algorithms for network analysis.
Egosplitting 59 ⭐
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
Labelpropagation 49 ⭐
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
Twitterldatopicmodeling 42 ⭐
Uses topic modeling to identify context between follower relationships of Twitter users
Overlapping Community Detection 43 ⭐
Implementation of "Overlapping Community Detection with Graph Neural Networks"
Bigclam Apachespark 35 ⭐
Overlapping community detection in Large-Scale Networks using BigCLAM model build on Apache Spark
Time_series_clustering_via_community_detection 23 ⭐
Code used in the paper "Time Series Clustering via Community Detection in Networks"
School_crime_and_corruption_analysis 25 ⭐
Lectures on "crime and political corruption analysis using data mining, machine learning and complex networks" at the School of Applied Mathematics in the Institute of Mathematics and Computer Science at University of São Paulo
Graph Embedding Techniques 16 ⭐
It provides some typical graph embedding techniques based on task-free or task-specific intuitions.
Communityalg 14 ⭐
Algorithms and functions in Matlab for community detection in networks. Expands BrainConnectivity toolbox
Paican 13 ⭐
Implementation of "Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure".