community-detection

There are 52 repositories under community-detection topic.

awesome-community-detection
benedekrozemberczki / awesome-community-detection
A curated list of community detection research papers with implementations.
graph-clustering network-clustering clustering dimensionality-reduction factorization embedding deep-learning matrix-factorization igraph networkx bigclam network-science social-network network-analysis node2vec deepwalk unsupervised-learning data-science machine-learning community-detection
Language:Python 2411
karateclub
benedekrozemberczki / karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
community-detection graph-clustering deepwalk networkx louvain network-science machine-learning unsupervised-learning gcn node2vec graph2vec supervised-learning sklearn networkx-graph scikit label-propagation graph-embedding network-embedding node-embedding 2vec
Language:Python 2255
taynaud / python-louvain
Louvain Community Detection
community-detection louvain-method networkx
Language:Python 1027
ClusterGCN
benedekrozemberczki / ClusterGCN
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
gcn graph-convolution graph-neural-networks graph-convolutional-networks deepwalk node2vec pytorch graphsage graph2vec musae gemsec diff2vec community-detection clustering graph-clustering node-classification neural-network deep-learning metis louvain
Language:Python 805
shobrook / communities
Library of graph clustering algorithms
bron-kerbosch-algorithm community community-detection girvan-newman-algorithm graph graph-algorithms louvain spectral-clustering
Language:Python 758
vtraag / leidenalg
Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
clustering-algorithm community-detection
Language:Python 703
datasets
benedekrozemberczki / datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
network-science network-analysis data-science machine-learning gcn graph-embedding network-embedding community-detection link-prediction node-classification graph-convolution node-embedding graph-neural-network gnn dimensionality-reduction deepwalk node2vec graph2vec benchmark dataset
643
FanzhenLiu / Awesome-Deep-Community-Detection
Deep and conventional community detection related papers, implementations, datasets, and tools.
community-detection graph-neural-network deep-learning deep-neural-network network-representation-learning graph-clustering survey network-embedding graph-embedding awesome data-mining graph-neural-networks
542
cdlib
GiulioRossetti / cdlib
Community Discovery Library
community-discovery complex-networks community-evaluation cdlib community-detection network-analysis networkx igraph
Language:Python 407
zzz24512653 / CommunityDetection
Implements of community detection algorithms
community-detection
Language:Python 362
saibalmars / GraphRicciCurvature
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
community-detection complex-networks forman-curvature graph-algorithms graph-analysis graph-similarity networkx python ricci-curvature ricci-flow
Language:Python 269
GEMSEC
benedekrozemberczki / GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering m-nmf deepwalk node2vec word2vec tensorflow gemsec facebook deezer community-detection matrix-factorization implicit-factorization embedding neural-network semisupervised-learning unsupervised-learning gensim machine-learning network-embedding graph-embedding
Language:Python 258
vtraag / louvain-igraph
Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.
louvain-algorithm louvain community-detection
Language:C++ 253
qinyuenlp / CommunityDetection
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
Language:Python 250
Splitter
benedekrozemberczki / Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
deepwalk pytorch node2vec gensim ego-splitting machine-learning word2vec factorization implicit-factorization deep-learning deep-neural-network graph-neural-network node-embedding community-detection overlapping-community-detection clustering network-embedding graph-embedding word-vector graph-representation-learning
Language:Python 212
huangy22 / NewsRecommender
A news recommendation system tailored for user communities
community-detection clustering natural-language-processing recommendation-system
Language:Jupyter Notebook 208
DANMF
benedekrozemberczki / DANMF
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
deep-learning autoencoder machine-learning data-science clustering community-detection nmf deepwalk node2vec mnmf gemsec coordinate-descent danmf node-embedding word2vec embedding sklearn cikm unsupervised-learning dimensionality-reduction
Language:Python 206
shchur / overlapping-community-detection
Implementation of "Overlapping Community Detection with Graph Neural Networks"
community-detection geometric-deep-learning graph-neural-networks overlapping-community-detection pytorch
Language:Jupyter Notebook 170
xmweijh / CommunityDetection
GN, FN, LPA, SLPA, COPAR、Louvain...
community-detection
Language:Python 164
CWTSLeiden / networkanalysis
Java package that provides data structures and algorithms for network analysis.
network-analysis clustering-algorithm community-detection clustering java layout layout-algorithm leiden-algorithm louvain-algorithm mapping vos-technique
Language:Java 150
kjahan / community
A Python implementation of Girvan-Newman algorithm
community-detection clustering graphs machine-learning python social-network
Language:Python 142
EdMot
benedekrozemberczki / EdMot
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
louvain community-detection graph-clustering networkx graph-partitioning gemsec deepwalk graph2vec deep-learning motif network-motif graph-motif graph-deco graph-algorithm igraph node2vec graph-embedding network-embedding gcn gnn
Language:Python 133
stared / tagoverflow
An interactive map of Stack Exchange tags for all sites.
community-detection graph javascript pmi stack-exchange-sites stackoverflow
Language:JavaScript 126
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).
fast-greedy graph community homophily label-propagation walktrap louvain community-detection graph-partitioning modularity randomized-algorithm graph-clustering graph-cut unsupervised-learning probabilistic-clustering propagation clustering dataset
Language:Python 125
M-NMF
benedekrozemberczki / M-NMF
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
m-nmf nmf matrix-factorization struc2vec come community-detection clustering implicit-factorization factorization deepwalk laplacian machine-learning semisupervised-learning neural-network tensorflow representation-learning unsupervised-learning deep-learning node2vec mnmf
Language:Python 120
zhengdao-chen / GNN4CD
Supervised community detection with line graph neural networks
graph-neural-networks community-detection stochastic-block-model
Language:Python 90
wiheto / teneto
Temporal Network Tools
bids community-detection dynamics fmri network-theory networks neuroscience python temporal-network-theory temporal-networks time-varying-connectivity
Language:Python 86
EgoSplitting
benedekrozemberczki / EgoSplitting
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
community-detection graph-clustering community-detection-algorithm community-detection-evaluation ego-network ego-networks networkx louvain-community-detection louvain-algorithm louvain-method graph-clustering-algorithm kdd clustering fuzzy-clustering deep-learning machine-learning machine-learning-algorithms igraph fast-clustering persona-graph
Language:Python 84
MaximPiessen / instagram_network_analysis
network-analysis instagram-bot instagram-scraper instagram-analytics networkx community-detection graph-visualization graph-clustering graph-clustering-algorithm louvain-algorithm girvan-newman
Language:Python 82
karvenka / netsci-project
Network Analysis for Financial Markets
stock-market network-analysis community-detection financial-markets correlation-matrix stock-trading degree-distribution correlation period price
Language:Jupyter Notebook 77
kethort / TwitterLDATopicModeling
Uses topic modeling to identify context between follower relationships of Twitter users
gensim python lda-model topic-modeling twitter tweets nltk pyldavis tweepy networkx community-detection
Language:Python 63
GitModel
danielpatrickhug / GitModel
Codebase topic modeling using GNNs(Node aggregation and clustering)
dynamic-programming graph-neural-networks machine-learning nlp ast community-detection cst message-passing-interface topic-modeling metatemplate
Language:Python 60
Graph-Analysis-with-NetworkX
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.
network-analysis graph-algorithms networkx python pandas matplotlib numpy leiden-algorithm louvain-algorithm community-detection igraph tutorial graph-theory graph-analysis
Language:Jupyter Notebook 52
sunfanyunn / vGraph
Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (NeurIPS 2019)
community-detection generative-model graph graph-machine-learning node-representation-learning
Language:Python 46
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
python jupyter-notebook web-scraping data-mining data-science big-data machine-learning complex-networks community-detection corruption-networks crime-prediction crimonology quantitative-criminology social-networks igraph scikit-learn networkx
Language:Jupyter Notebook 43
barahona-research-group / PyGenStability
PyGenStability: Multiscale community detection with generalized Markov Stability
clustering community-detection multiscale python3 leiden-algorithm louvain-algorithm
Language:C++ 42

community-detection

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

kjahan / community

benedekrozemberczki / EdMot

stared / tagoverflow

benedekrozemberczki / LabelPropagation

benedekrozemberczki / M-NMF

zhengdao-chen / GNN4CD

wiheto / teneto

benedekrozemberczki / EgoSplitting

MaximPiessen / instagram_network_analysis

karvenka / netsci-project

kethort / TwitterLDATopicModeling

danielpatrickhug / GitModel

KangboLu / Graph-Analysis-with-NetworkX

sunfanyunn / vGraph

lgaalves / AppliedMathSchoolLectures

barahona-research-group / PyGenStability