23 results found Sort:

briatte
awesome-network-analysis briatte
599
3.4k
unknown
208
A curated list of awesome network analysis resources.
sna list awesome awesome-list graph-theory network-science social-networks complex-networks disease-networks network-analysis semantic-networks political-networks historical-networks network-visualization social-network-analysis
Created 2016-04-10
385 commits to master branch, last one 7 months ago
benedekrozemberczki
pytorch_geometric_temporal benedekrozemberczki
356
2.5k
mit
40
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
gcn gnn pytorch spatial-data deep-learning temporal-data node-embedding spatiotemporal graph-embedding network-science temporal-graphs spatial-analysis graph-convolution network-embedding temporal-networks spatio-temporal-data graph-neural-networks spatio-temporal-analysis graph-convolutional-networks
Created 2020-06-27
1,936 commits to master branch, last one 11 months ago
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
benedekrozemberczki
littleballoffur benedekrozemberczki
53
693
gpl-3.0
10
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
graph networkx sampling forest-fire random-walk deep-learning graph-sampling node-embedding graph-embedding network-science graph-algorithms machine-learning network-sampling network-analytics network-embedding community-structure metropolis-hastings graph-sparsification minimum-spanning-tree
Created 2020-05-03
1,439 commits to master branch, last one 11 months ago
scikit-mobility
scikit-mobility scikit-mobility
154
692
bsd-3-clause
29
scikit-mobility: mobility analysis in Python
statistics data-science data-analysis human-mobility mobility-flows complex-systems network-science risk-assessment scikit-mobility synthetic-flows mobility-analysis
Created 2019-04-30
806 commits to master branch, last one about a year ago
paulbrodersen
netgraph paulbrodersen
38
652
gpl-3.0
12
Publication-quality network visualisations in python
graph igraph python network networkx graph-tool matplotlib visualization network-science network-analysis publication-quality-plots
Created 2016-10-04
796 commits to master branch, last one 5 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
CambridgeUniversityPress
FirstCourseNetworkScience CambridgeUniversityPress
175
332
other
17
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
python datasets networkx textbook tutorials social-network network-science indiana-university
Created 2018-07-05
101 commits to master branch, last one 7 months ago
IBM
AMLSim IBM
81
241
apache-2.0
24
The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpos...
graph finance fraud-detection network-science finance-application network-visualization
Created 2018-12-18
237 commits to master branch, last one 2 years ago
varoudis
depthmapX varoudis
116
178
unknown
29
depthmapX is a multi-platform Spatial Network Analysis Software
qt linux macosx windows c-plus-plus architecture design-tools space-syntax urban-design graph-analysis urban-planning network-science graph-algorithms network-analysis spatial-analysis visibility-graph spatial-statistics visibility-analysis agent-based-modeling agent-based-simulation
Created 2012-03-26
1,652 commits to master branch, last one 3 years ago
HGX-Team
hypergraphx HGX-Team
17
173
other
4
HGX is a multi-purpose, open-source Python library for higher-order network analysis
hypergraphs network-science graph-algorithms
Created 2023-01-19
456 commits to master branch, last one about a month ago
xgi-org
xgi xgi-org
26
167
other
8
CompleX Group Interactions (XGI) is a Python package for higher-order networks.
hypergraphs higher-order network-science higher-order-networks
Created 2021-09-08
473 commits to main branch, last one 15 days ago
benedekrozemberczki
role2vec benedekrozemberczki
38
165
gpl-3.0
12
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
gensim pytorch sklearn deepwalk node2vec research word2vec struc2vec tensorflow deep-learning graph-wavelet node-embedding graph-embedding network-science machine-learning network-embedding weisfeiler-lehman graph-neural-network implicit-factorization representation-learning
Created 2019-01-27
119 commits to master branch, last one about a year ago
JuliaGraphs
MultilayerGraphs.jl JuliaGraphs
5
114
mit
7
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
graph julia graphs network networks graph-theory julia-package julia-language complex-systems network-science complex-networks graph-algorithms network-analysis multilayer-graphs multilayer-network multiplex-networks multilayer-networks discrete-mathematics graph-theory-analysis graph-theory-algorithms
Created 2022-05-09
272 commits to main branch, last one 8 months ago
rodmoioliveira
football-graphs rodmoioliveira
15
104
bsd-3-clause
6
Graphs and passing networks in football.
graphs soccer clojure jgrapht passmap networkx clojurescript data-analysis football-data flow-centrality network-science passing-network complex-networks flow-betweenness sports-analytics data-visualization algebraic-connectivity betweenness-centrality clustering-coefficient eigenvector-centrality
Created 2020-02-02
708 commits to master branch, last one 3 years ago
benedekrozemberczki
tigerlily benedekrozemberczki
9
97
apache-2.0
2
TigerLily: Finding drug interactions in silico with the Graph.
ddi node graph biology embedding tigergraph deep-learning graph-database node-embedding graph-embedding knowledge-graph network-science pharmaceuticals machine-learning gradient-boosting heterogeneous-graph drug-drug-interaction unsupervised-learning graph-machine-learning
Created 2022-02-28
104 commits to main branch, last one about a year ago
jkbren
einet jkbren
20
96
mit
4
Uncertainty and causal emergence in complex networks
scale network-science causal-emergence information-theory
Created 2019-01-27
61 commits to master branch, last one 2 years ago
netspractice
network-science netspractice
56
80
unknown
2
Practical assignments for the network science course
social-network knowledge-graph network-science graph-algorithms graph-neural-networks
Created 2021-01-07
178 commits to main branch, last one about a year ago
FeiGSSS
Awesome-HigherOrderGraph FeiGSSS
8
60
unknown
6
Collection of papers relating data-driven higher-order graph/networks researches.
graph simplex hypergraph network-science network-embedding higher-order-graph graph-neural-networks
Created 2021-11-09
44 commits to main branch, last one about a year ago
benedekrozemberczki
PDN benedekrozemberczki
11
57
gpl-3.0
2
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
gcn gnn bert gpt-3 pytorch deepwalk graph2vec molecules multiplex pathfinder transformer data-science deep-learning cheminformatics message-passing network-science node-classification graph-classification graph-neural-network neural-message-passing
Created 2021-02-05
77 commits to main branch, last one about a year ago
GiulioRossetti
TILES GiulioRossetti
19
56
unknown
3
TILES: an algorithm for community discovery in dynamic social networks
network-science dynamic-networks community-discovery community-detection-algorithm
Created 2016-06-03
78 commits to master branch, last one 3 months ago
Graph-COM
GraphMaker Graph-COM
4
39
mit
1
code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"
ddpm pytorch social-network network-science generative-model graph-generation node-classification graph-neural-networks synthetic-data-generation
Created 2023-10-04
107 commits to main branch, last one 4 months ago