26 results found Sort:

benedekrozemberczki
awesome-community-detection benedekrozemberczki
361
2.3k
cc0-1.0
109
A curated list of community detection research papers with implementations.
igraph bigclam deepwalk networkx node2vec embedding clustering data-science deep-learning factorization social-network network-science graph-clustering machine-learning network-analysis network-clustering community-detection matrix-factorization unsupervised-learning dimensionality-reduction
Created 2018-10-10
481 commits to master branch, last one 2 months ago
benedekrozemberczki
karateclub benedekrozemberczki
240
2.1k
gpl-3.0
38
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
gcn 2vec scikit louvain sklearn deepwalk networkx node2vec graph2vec networkx-graph node-embedding graph-embedding network-science graph-clustering machine-learning label-propagation network-embedding community-detection supervised-learning unsupervised-learning
Created 2019-12-05
2,314 commits to master branch, last one 2 months ago
taynaud
python-louvain taynaud
203
931
bsd-3-clause
24
Louvain Community Detection
networkx louvain-method community-detection
Created 2016-08-16
112 commits to master branch, last one 2 months ago
benedekrozemberczki
ClusterGCN benedekrozemberczki
134
777
gpl-3.0
20
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
gcn metis musae gemsec louvain pytorch deepwalk diff2vec node2vec graph2vec graphsage clustering deep-learning neural-network graph-clustering graph-convolution community-detection node-classification graph-neural-networks graph-convolutional-networks
Created 2019-06-17
144 commits to master branch, last one about a year ago
shobrook
communities shobrook
102
701
mit
19
Library of community detection algorithms and visualization tools
graph louvain community graph-algorithms community-detection spectral-clustering bron-kerbosch-algorithm girvan-newman-algorithm
Created 2020-07-28
111 commits to master branch, last one 7 months ago
benedekrozemberczki
datasets benedekrozemberczki
83
592
mit
14
A repository of pretty cool datasets that I collected for network science and machine learning research.
gcn gnn dataset deepwalk node2vec benchmark graph2vec data-science node-embedding graph-embedding link-prediction network-science machine-learning network-analysis graph-convolution network-embedding community-detection node-classification graph-neural-network dimensionality-reduction
Created 2019-04-07
335 commits to master branch, last one 2 months ago
vtraag
leidenalg vtraag
75
555
gpl-3.0
14
Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
community-detection clustering-algorithm
Created 2018-08-30
926 commits to main branch, last one 4 days ago
FanzhenLiu
Awesome-Deep-Community-Detection FanzhenLiu
93
441
mit
4
Deep and conventional community detection related papers, implementations, datasets, and tools.
survey awesome data-mining deep-learning graph-embedding graph-clustering network-embedding community-detection deep-neural-network graph-neural-network graph-neural-networks network-representation-learning
Created 2020-06-24
154 commits to master branch, last one 5 months ago
GiulioRossetti
cdlib GiulioRossetti
71
353
bsd-2-clause
7
Community Discovery Library
cdlib igraph networkx complex-networks network-analysis community-detection community-discovery community-evaluation
Created 2018-12-01
1,007 commits to master branch, last one 2 days ago
benedekrozemberczki
GEMSEC benedekrozemberczki
49
251
gpl-3.0
15
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
m-nmf deezer gemsec gensim deepwalk facebook node2vec word2vec embedding clustering tensorflow neural-network graph-embedding machine-learning network-embedding community-detection matrix-factorization unsupervised-learning implicit-factorization semisupervised-learning
Created 2018-01-23
157 commits to master branch, last one about a year ago
vtraag
louvain-igraph vtraag
45
239
gpl-3.0
11
Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.
louvain louvain-algorithm community-detection
Created 2015-02-25
442 commits to master branch, last one 3 months ago
saibalmars
GraphRicciCurvature saibalmars
55
216
apache-2.0
11
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
python networkx ricci-flow graph-analysis ricci-curvature complex-networks forman-curvature graph-algorithms graph-similarity community-detection
Created 2016-12-30
344 commits to master branch, last one 9 months ago
benedekrozemberczki
Splitter benedekrozemberczki
44
209
gpl-3.0
11
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
gensim pytorch deepwalk node2vec word2vec clustering word-vector deep-learning ego-splitting factorization node-embedding graph-embedding machine-learning network-embedding community-detection deep-neural-network graph-neural-network implicit-factorization graph-representation-learning overlapping-community-detection
Created 2019-03-17
126 commits to master branch, last one 12 months ago
benedekrozemberczki
DANMF benedekrozemberczki
40
202
gpl-3.0
10
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
nmf cikm mnmf danmf gemsec sklearn deepwalk node2vec word2vec embedding clustering autoencoder data-science deep-learning node-embedding machine-learning coordinate-descent community-detection unsupervised-learning dimensionality-reduction
Created 2018-11-22
76 commits to master branch, last one about a year ago
kjahan
community kjahan
93
143
unknown
8
A Python implementation of Girvan-Newman algorithm
graphs python clustering social-network machine-learning community-detection
Created 2012-08-22
39 commits to master branch, last one 11 months ago
CWTSLeiden
networkanalysis CWTSLeiden
32
141
mit
10
Java package that provides data structures and algorithms for network analysis.
java layout mapping clustering vos-technique layout-algorithm leiden-algorithm network-analysis louvain-algorithm community-detection clustering-algorithm
Created 2018-10-19
113 commits to master branch, last one 9 months ago
benedekrozemberczki
EdMot benedekrozemberczki
19
131
gpl-3.0
5
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
gcn gnn motif gemsec igraph louvain deepwalk networkx node2vec graph2vec graph-deco graph-motif deep-learning network-motif graph-algorithm graph-embedding graph-clustering network-embedding graph-partitioning community-detection
Created 2019-07-30
80 commits to master branch, last one about a year ago
stared
tagoverflow stared
15
125
unknown
11
An interactive map of Stack Exchange tags for all sites.
pmi graph javascript stackoverflow community-detection stack-exchange-sites
Created 2013-09-29
186 commits to gh-pages branch, last one 9 months ago
xmweijh
CommunityDetection xmweijh
29
122
unknown
3
GN, FN, LPA, SLPA, COPAR、Louvain...
community-detection
Created 2022-02-04
10 commits to main branch, last one about a year ago
benedekrozemberczki
M-NMF benedekrozemberczki
29
119
gpl-3.0
7
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
nmf come mnmf m-nmf deepwalk node2vec laplacian struc2vec clustering tensorflow deep-learning factorization neural-network machine-learning community-detection matrix-factorization unsupervised-learning implicit-factorization representation-learning semisupervised-learning
Created 2018-05-22
70 commits to master branch, last one about a year ago
benedekrozemberczki
LabelPropagation benedekrozemberczki
37
115
gpl-3.0
6
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
graph dataset louvain walktrap community graph-cut homophily clustering modularity fast-greedy propagation graph-clustering label-propagation graph-partitioning community-detection randomized-algorithm unsupervised-learning probabilistic-clustering
Created 2018-02-12
69 commits to master branch, last one about a year ago
wiheto
teneto wiheto
27
83
gpl-3.0
5
Temporal Network Tools
bids fmri python dynamics networks neuroscience network-theory temporal-networks community-detection temporal-network-theory time-varying-connectivity
Created 2016-06-19
1,417 commits to master branch, last one 6 months ago
benedekrozemberczki
EgoSplitting benedekrozemberczki
21
81
gpl-3.0
6
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
kdd igraph networkx clustering ego-network ego-networks deep-learning persona-graph louvain-method fast-clustering fuzzy-clustering graph-clustering machine-learning louvain-algorithm community-detection graph-clustering-algorithm louvain-community-detection machine-learning-algorithms community-detection-algorithm community-detection-evaluation
Created 2019-03-12
80 commits to master branch, last one about a year ago
kethort
TwitterLDATopicModeling kethort
17
60
unknown
2
Uses topic modeling to identify context between follower relationships of Twitter users
nltk gensim python tweepy tweets twitter networkx pyldavis lda-model topic-modeling community-detection
Created 2016-10-14
398 commits to master branch, last one 3 months ago
danielpatrickhug
GitModel danielpatrickhug
5
60
apache-2.0
3
machine code+i git matrix + user
ast cst nlp metatemplate topic-modeling machine-learning community-detection dynamic-programming graph-neural-networks message-passing-interface
Created 2023-03-09
128 commits to main branch, last one 11 months ago
KangboLu
Graph-Analysis-with-NetworkX KangboLu
11
46
unknown
2
:sparkler: Network/Graph Analysis with NetworkX in Python. Topics range from network types, statistics, link prediction measures, and community detection.
numpy igraph pandas python networkx tutorial matplotlib graph-theory graph-analysis graph-algorithms leiden-algorithm network-analysis louvain-algorithm community-detection
Created 2021-11-01
63 commits to main branch, last one 2 years ago