network-science

There are 18 repositories under network-science topic.

briatte / awesome-network-analysis
A curated list of awesome network analysis resources.
network-analysis network-visualization complex-networks political-networks semantic-networks graph-theory disease-networks network-science social-networks social-network-analysis historical-networks sna awesome-list awesome list
Language:R 3400
pytorch_geometric_temporal
benedekrozemberczki / pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
deep-learning gcn gnn graph-convolution graph-convolutional-networks graph-embedding graph-neural-networks network-embedding network-science node-embedding pytorch spatial-analysis spatial-data spatio-temporal-analysis spatio-temporal-data spatiotemporal temporal-data temporal-graphs temporal-networks
Language:Python 2507
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 2275
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 2092
littleballoffur
benedekrozemberczki / littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
community-structure deep-learning forest-fire graph graph-algorithms graph-embedding graph-sampling graph-sparsification machine-learning metropolis-hastings minimum-spanning-tree network-analytics network-embedding network-sampling network-science networkx node-embedding random-walk sampling
Language:Python 692
scikit-mobility / scikit-mobility
scikit-mobility: mobility analysis in Python
data-science data-analysis human-mobility complex-systems network-science statistics scikit-mobility mobility-analysis risk-assessment mobility-flows synthetic-flows
Language:Python 692
netgraph
paulbrodersen / netgraph
Publication-quality network visualisations in python
network visualization network-analysis publication-quality-plots graph graph-tool igraph matplotlib network-science networkx python
Language:Python 648
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
589
CambridgeUniversityPress / FirstCourseNetworkScience
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
social-network indiana-university network-science textbook datasets python networkx tutorials
Language:Jupyter Notebook 326
IBM / AMLSim
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 purpose of testing machine learning models and graph algorithms. We welcome you to enhance this effort since the data set related to money laundering is critical to advance detection capabilities of money laundering activities.
graph network-visualization network-science finance-application finance fraud-detection
Language:Python 240
varoudis / depthmapX
depthmapX is a multi-platform Spatial Network Analysis Software
spatial-analysis graph-analysis graph-algorithms architecture urban-design urban-planning design-tools network-analysis network-science agent-based-modeling agent-based-simulation visibility-analysis visibility-graph space-syntax spatial-statistics c-plus-plus qt windows macosx linux
Language:C++ 179
hypergraphx
HGX-Team / hypergraphx
HGX is a multi-purpose, open-source Python library for higher-order network analysis
graph-algorithms hypergraphs network-science
Language:Python 170
role2vec
benedekrozemberczki / role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
gensim struc2vec deepwalk node2vec network-embedding graph-embedding node-embedding pytorch tensorflow machine-learning research sklearn weisfeiler-lehman graph-neural-network deep-learning graph-wavelet network-science representation-learning word2vec implicit-factorization
Language:Python 164
xgi-org / xgi
CompleX Group Interactions (XGI) is a Python package for higher-order networks.
hypergraphs higher-order-networks network-science higher-order
Language:Python 164
Ashish7129 / Graph_Sampling
Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.
data-mining big-data big-data-analytics social-network-analysis sampling sample network-analysis network-science random-walk graphs python networkx subgraph induction network breadth-first-search
Language:Python 156
MultilayerGraphs.jl
JuliaGraphs / MultilayerGraphs.jl
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
julia-language julia-package graphs networks complex-networks graph-theory graph-theory-algorithms graph-theory-analysis multilayer-networks network-analysis network-science complex-systems multilayer-graphs multilayer-network julia graph network multiplex-networks discrete-mathematics graph-algorithms
Language:Julia 113
football-graphs
rodmoioliveira / football-graphs
Graphs and passing networks in football.
graphs football-data clojure clojurescript data-visualization data-analysis sports-analytics jgrapht networkx betweenness-centrality clustering-coefficient algebraic-connectivity eigenvector-centrality complex-networks flow-centrality soccer flow-betweenness network-science passmap passing-network
Language:HTML 103
tigerlily
benedekrozemberczki / tigerlily
TigerLily: Finding drug interactions in silico with the Graph.
node embedding node-embedding graph-embedding ddi drug-drug-interaction gradient-boosting graph pharmaceuticals network-science biology heterogeneous-graph knowledge-graph deep-learning machine-learning unsupervised-learning tigergraph graph-database graph-machine-learning
Language:Jupyter Notebook 97
jkbren / einet
Uncertainty and causal emergence in complex networks
causal-emergence network-science information-theory scale
Language:Jupyter Notebook 96
netspractice / network-science
Practical assignments for the network science course
graph-algorithms graph-neural-networks knowledge-graph network-science social-network
Language:Jupyter Notebook 80
mdeff / ntds_2017
Material for the EPFL master course "A Network Tour of Data Science", edition 2017.
network-science data-science graphs epfl education
Language:Jupyter Notebook 67
mdeff / ntds_2019
Material for the EPFL master course "A Network Tour of Data Science", edition 2019.
network-science data-science graphs graph-neural-networks epfl education
Language:Jupyter Notebook 66
FeiGSSS / Awesome-HigherOrderGraph
Collection of papers relating data-driven higher-order graph/networks researches.
network-science higher-order-graph graph-neural-networks graph simplex hypergraph network-embedding
59
PDN
benedekrozemberczki / PDN
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
gcn gnn deepwalk multiplex graph2vec pytorch graph-neural-network deep-learning pathfinder message-passing neural-message-passing cheminformatics molecules graph-classification node-classification network-science data-science transformer bert gpt-3
Language:Python 57
mdeff / ntds_2018
Material for the EPFL master course "A Network Tour of Data Science", edition 2018.
network-science data-science graphs epfl education
Language:Jupyter Notebook 57
GiulioRossetti / TILES
TILES: an algorithm for community discovery in dynamic social networks
network-science community-discovery community-detection-algorithm dynamic-networks
Language:Python 56
IngoScholtes / kdd2018-tutorial
Companion repository for the KDD'18 hands-on tutorial on Higher-Order Data Analytics for Temporal Network Data
data-science data-analytics graph-mining higher-order-models network-science
Language:HTML 47
Graph-COM / GraphMaker
code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"
ddpm generative-model graph-generation graph-neural-networks network-science node-classification pytorch synthetic-data-generation social-network
Language:Python 39
KatolaZ / NetBunch
Software for complex network analysis -- see www.complex-networks.net
complex-networks complex-systems network-science graph-algorithms network-algorithms
Language:Makefile 35
ryanjgallagher / core_periphery_sbm
Bayesian network models for inferring core-periphery structure
network-science stochastic-block-model network-inference community-detection core-periphery
Language:Python 34
erictleung / data-science-resources
:earth_americas: Readings and resource materials for data science
linear-algebra network-science statistical-methods statistics machine-learning bioinformatics computational-biology statistical-learning
28
mims-harvard / crank
Prioritizing network communities
network-analysis network-science prioritization community-detection graph-clustering graph-algorithms
Language:C++ 28
ivanovitchm / datastructure
Repository for DCA0209, an undergraduate course about Data Structure and Algorithms
algorithms data-structure graphs network-science python
Language:Jupyter Notebook 27
terence-lim / data-science-notebooks
Jupyter notebooks, accompanying the FinDS Python repo: contains code examples and results for 30+ financial data science projects
data-science machine-learning text-mining network-science financial-data edgar tick-data taq quant-factors pytorch spacy sklearn pandas statsmodels alfred fred-md bea
Language:Jupyter Notebook 25
stivalaa / EstimNetDirected
Equilibrium Expectation for ERGM parameter estimation for large networks
ergm research algorithm network-analysis mcmc statistics social-network-analysis network-science
Language:C 24
danlessa / Coursera-NetworkX
Notebooks used in the Network Data Science with NetworkX and Python guided course
course-project coursera data-science network-science networkx
Language:Jupyter Notebook 23

network-science

briatte / awesome-network-analysis

benedekrozemberczki / pytorch_geometric_temporal

benedekrozemberczki / awesome-community-detection

benedekrozemberczki / karateclub

benedekrozemberczki / littleballoffur

scikit-mobility / scikit-mobility

paulbrodersen / netgraph

benedekrozemberczki / datasets

CambridgeUniversityPress / FirstCourseNetworkScience

IBM / AMLSim

varoudis / depthmapX

HGX-Team / hypergraphx

benedekrozemberczki / role2vec

xgi-org / xgi

Ashish7129 / Graph_Sampling

JuliaGraphs / MultilayerGraphs.jl

rodmoioliveira / football-graphs

benedekrozemberczki / tigerlily

jkbren / einet

netspractice / network-science

mdeff / ntds_2017

mdeff / ntds_2019

FeiGSSS / Awesome-HigherOrderGraph

benedekrozemberczki / PDN

mdeff / ntds_2018

GiulioRossetti / TILES

IngoScholtes / kdd2018-tutorial

Graph-COM / GraphMaker

KatolaZ / NetBunch

ryanjgallagher / core_periphery_sbm

erictleung / data-science-resources

mims-harvard / crank

ivanovitchm / datastructure

terence-lim / data-science-notebooks

stivalaa / EstimNetDirected

danlessa / Coursera-NetworkX