community-detection

benedekrozemberczki/karateclub

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

taynaud/python-louvain

Louvain Community Detection

benedekrozemberczki/ClusterGCN

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

shobrook/communities

Library of graph clustering algorithms

vtraag/leidenalg

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

benedekrozemberczki/datasets

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

FanzhenLiu/Awesome-Deep-Community-Detection

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

GiulioRossetti/cdlib

Community Discovery Library

zzz24512653/CommunityDetection

Implements of community detection algorithms

benedekrozemberczki/GEMSEC

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

vtraag/louvain-igraph

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

qinyuenlp/CommunityDetection

复杂网络社区发现算法、评价指标、常用数据集整理

saibalmars/GraphRicciCurvature

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

benedekrozemberczki/Splitter

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

benedekrozemberczki/DANMF

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

huangy22/NewsRecommender

A news recommendation system tailored for user communities

shchur/overlapping-community-detection

Implementation of "Overlapping Community Detection with Graph Neural Networks"

xmweijh/CommunityDetection

GN, FN, LPA, SLPA, COPAR、Louvain...

CWTSLeiden/networkanalysis

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

kjahan/community

A Python implementation of Girvan-Newman algorithm

benedekrozemberczki/EdMot

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

benedekrozemberczki/LabelPropagation

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

stared/tagoverflow

An interactive map of Stack Exchange tags for all sites.

benedekrozemberczki/M-NMF

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

zhengdao-chen/GNN4CD

Supervised community detection with line graph neural networks

wiheto/teneto

Temporal Network Tools

benedekrozemberczki/EgoSplitting

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

MaximPiessen/instagram_network_analysis

karvenka/netsci-project

Network Analysis for Financial Markets

kethort/TwitterLDATopicModeling

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

danielpatrickhug/GitModel

Codebase topic modeling using GNNs(Node aggregation and clustering)

KangboLu/Graph-Analysis-with-NetworkX

:sparkler: Network/Graph Analysis with NetworkX in Python. Topics range from network types, statistics, link prediction measures, and community detection.

sunfanyunn/vGraph

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

lgaalves/AppliedMathSchoolLectures

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

thangdnsf/BigCLAM-ApacheSpark

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