community-detection

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benedekrozemberczki /awesome-community-detection

Sponsor

Star2.4k

A curated list of community detection research papers with implementations.

data-science machine-learning deep-learning social-network clustering community-detection network-science deepwalk matrix-factorization networkx dimensionality-reduction factorization network-analysis unsupervised-learning igraph embedding graph-clustering node2vec network-clustering bigclam

UpdatedMar 16, 2024
Python

benedekrozemberczki /karateclub

Sponsor

Star2.3k

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

machine-learning sklearn community-detection network-science deepwalk networkx supervised-learning louvain unsupervised-learning network-embedding scikit label-propagation gcn graph-clustering node2vec networkx-graph graph-embedding graph2vec node-embedding 2vec

UpdatedJul 17, 2024
Python

taynaud /python-louvain

Star1k

Louvain Community Detection

community-detection networkx louvain-method

UpdatedMar 16, 2024
Python

benedekrozemberczki /ClusterGCN

Sponsor

Star806

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

deep-learning neural-network clustering community-detection pytorch deepwalk louvain metis graph-convolutional-networks gcn graph-clustering node2vec node-classification graphsage graph-neural-networks graph2vec diff2vec gemsec musae graph-convolution

UpdatedNov 6, 2022
Python

shobrook /communities

Star761

Library of graph clustering algorithms

community graph graph-algorithms community-detection louvain bron-kerbosch-algorithm spectral-clustering girvan-newman-algorithm

UpdatedNov 4, 2023
Python

vtraag /leidenalg

Star715

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

community-detection clustering-algorithm

UpdatedDec 15, 2025
Python

benedekrozemberczki /datasets

Sponsor

Star648

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

data-science benchmark machine-learning community-detection network-science deepwalk dataset dimensionality-reduction network-analysis network-embedding link-prediction gcn node2vec graph-embedding node-classification graph2vec node-embedding graph-convolution gnn graph-neural-network

UpdatedMar 16, 2024

FanzhenLiu /Awesome-Deep-Community-Detection

Star548

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

data-mining awesome deep-learning community-detection survey network-embedding graph-clustering graph-embedding deep-neural-network graph-neural-networks network-representation-learning graph-neural-network

UpdatedSep 4, 2025

GiulioRossetti /cdlib

Star412

Community Discovery Library

community-detection networkx complex-networks network-analysis igraph community-discovery community-evaluation cdlib

UpdatedSep 30, 2025
Python

zzz24512653 /CommunityDetection

Star362

Implements of community detection algorithms

community-detection

UpdatedSep 28, 2018
Python

saibalmars /GraphRicciCurvature

Star272

A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.

python graph-algorithms community-detection networkx complex-networks ricci-flow graph-analysis ricci-curvature graph-similarity forman-curvature

UpdatedJun 26, 2024
Python

benedekrozemberczki /GEMSEC

Sponsor

Star258

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

machine-learning facebook neural-network clustering tensorflow word2vec community-detection deezer deepwalk matrix-factorization gensim unsupervised-learning embedding network-embedding node2vec graph-embedding gemsec implicit-factorization semisupervised-learning m-nmf

UpdatedNov 6, 2022
Python

vtraag /louvain-igraph

Star254

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

community-detection louvain louvain-algorithm

UpdatedSep 4, 2024
C++

qinyuenlp /CommunityDetection

Star250

复杂网络社区发现算法、评价指标、常用数据集整理

community-detection complex-networks

UpdatedMay 4, 2020
Python

benedekrozemberczki /Splitter

Sponsor

Star212

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

machine-learning deep-learning clustering word2vec community-detection pytorch deepwalk gensim factorization network-embedding node2vec graph-embedding overlapping-community-detection deep-neural-network graph-representation-learning node-embedding implicit-factorization graph-neural-network ego-splitting word-vector

UpdatedJun 6, 2023
Python

huangy22 /NewsRecommender

Star208

A news recommendation system tailored for user communities

natural-language-processing clustering community-detection recommendation-system

UpdatedJun 29, 2017
Jupyter Notebook

benedekrozemberczki /DANMF

Sponsor

Star207

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

data-science machine-learning deep-learning clustering word2vec sklearn community-detection deepwalk autoencoder dimensionality-reduction unsupervised-learning cikm embedding nmf coordinate-descent node2vec node-embedding gemsec mnmf danmf

UpdatedMar 18, 2023
Python

shchur /overlapping-community-detection

Star171

Implementation of "Overlapping Community Detection with Graph Neural Networks"

community-detection pytorch overlapping-community-detection geometric-deep-learning graph-neural-networks

UpdatedSep 25, 2020
Jupyter Notebook

xmweijh /CommunityDetection

Star164

GN, FN, LPA, SLPA, COPAR、Louvain...

community-detection

UpdatedMar 1, 2023
Python

CWTSLeiden /networkanalysis

Star150

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

java mapping clustering layout community-detection network-analysis clustering-algorithm layout-algorithm louvain-algorithm leiden-algorithm vos-technique

UpdatedDec 19, 2023
Java

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community-detection

Here are 507 public repositories matching this topic...

benedekrozemberczki /awesome-community-detection

benedekrozemberczki /karateclub

taynaud /python-louvain

benedekrozemberczki /ClusterGCN

shobrook /communities

vtraag /leidenalg

benedekrozemberczki /datasets

FanzhenLiu /Awesome-Deep-Community-Detection

GiulioRossetti /cdlib

zzz24512653 /CommunityDetection

saibalmars /GraphRicciCurvature

benedekrozemberczki /GEMSEC

vtraag /louvain-igraph

qinyuenlp /CommunityDetection

benedekrozemberczki /Splitter

huangy22 /NewsRecommender

benedekrozemberczki /DANMF

shchur /overlapping-community-detection

xmweijh /CommunityDetection

CWTSLeiden /networkanalysis

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