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GitHub topics: dynamic-networks

networkit/networkit

NetworKit is a growing open-source toolkit for large-scale network analysis.

Language: C++ - Size: 258 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 793 - Forks: 233

olety/TIMLinUCB

Temporal IMLinUCB - a solution for Online Influence Maximization problem in Temporal Networks (based on IMLinUCB)

Language: Python - Size: 3.91 MB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 16 - Forks: 3

claws-lab/jodie

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

Language: Python - Size: 37.1 KB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 383 - Forks: 85

bo1929/MuDCoD

MuDCoD: Multi-subject Dynamic Community Detection

Language: Python - Size: 505 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 3

GiulioRossetti/dynetx

Dynamic Network Analysis library

Language: Python - Size: 368 KB - Last synced at: 13 days ago - Pushed at: 10 months ago - Stars: 111 - Forks: 36

RecallGraph/RecallGraph

A versioning data store for time-variant graph data.

Language: JavaScript - Size: 4.32 MB - Last synced at: 8 days ago - Pushed at: 8 months ago - Stars: 339 - Forks: 25

GiulioRossetti/RDyn

RDyn: graph benchmark handling community dynamics

Language: Python - Size: 73.2 KB - Last synced at: 26 days ago - Pushed at: 12 months ago - Stars: 23 - Forks: 7

INK-USC/RE-Net

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

Language: Python - Size: 25.8 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 436 - Forks: 95

IdeasLabUT/dynetworkx

Python package for importing and analyzing discrete- and continuous-time dynamic networks

Language: Jupyter Notebook - Size: 6.48 MB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 7 - Forks: 2

MetaVisionLab/DDG

DDG: This repo contains the code for our IJCAI 2022 paper: Dynamic Domain Generalization.

Language: Python - Size: 46.9 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 7

GiulioRossetti/ASH

Attributed Stream Hypergraph

Language: Python - Size: 169 KB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 13 - Forks: 1

erfanloghmani/effect-of-loss-function-tbatching Fork of claws-lab/jodie

The code for "Effect of Choosing Loss Function when Using T-batching for Representation Learning on Dynamic Networks"

Language: Python - Size: 121 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 2

hejingwenhejingwen/CResMD

(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

Language: Python - Size: 23.9 MB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 95 - Forks: 8

changlin31/DS-Net

(CVPR 2021, Oral) Dynamic Slimmable Network

Language: Python - Size: 83 KB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 225 - Forks: 19

GiulioRossetti/TILES

TILES: an algorithm for community discovery in dynamic social networks

Language: Python - Size: 908 KB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 56 - Forks: 19

CompNet/SeriesNetDynMatch

Dynamic community matching for TV series conversational networks

Language: R - Size: 4.43 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0

rootlu/MMDNE

Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"

Language: Python - Size: 1.21 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 37 - Forks: 14

WPZgithub/ESPRA

Dynamic community detection based on network structural perturbation and topological similarity

Language: MATLAB - Size: 483 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 12 - Forks: 0

JacobYuan7/DIN-Group-Activity-Recognition-Benchmark

[ICCV 2021] A new codebase containing various methods for Group Activity Recognition. Paper title: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition.

Language: Python - Size: 98.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 53 - Forks: 15

IdeasLabUT/dynetworkx-fork Fork of networkx/networkx

Python package for importing and analyzing discrete- and continuous-time dynamic networks

Language: Python - Size: 13.1 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

joshloyal/dynetlsm

DynetLSM: latent space models for dynamic networks

Language: Python - Size: 9.57 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 3

benmaier/GillEpi

Provides classes to simulate epidemics on (potentially time-varying) networks using a Gillespie stochastic simulation algorithm or the classic agent based method.

Language: Python - Size: 36.1 KB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0

zeno129/DYANE

DYnamic Attributed Node rolEs (DYANE) is an attributed dynamic-network generative model based on temporal motifs and attributed node behavior.

Language: Python - Size: 2.97 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

IdeasLabUT/Dynamic-Stochastic-Block-Model

MATLAB toolbox for fitting discrete-time dynamic stochastic block models

Language: Matlab - Size: 684 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 13 - Forks: 6

panizolledotangel/FGCS-2020-DCD-Dynamic-MOGA

Code necessary to reproduce the experimentation presented in "A Multi-Objective Genetic Algorithm for Detecting Dynamic Communities using a Local Search driven Immigrant’s Scheme"

Language: Python - Size: 23.6 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 3

xingsumq/dynamic-community-detection-IncNSA

The source code of a community detection method in dynamic networks for paper "IncNSA: Detecting communities incrementally from time-evolving networks based on node similarity".

Language: Python - Size: 782 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 6

SPLab-aviyente/DynamicSpectralClustering

Matlab implementation of online and offline dynamic spectral clustering.

Language: MATLAB - Size: 27.3 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

IdeasLabUT/CHIP-Network-Model

Python implementation of the CHIP network model, published in NeurIPS 2020.

Language: Python - Size: 8.08 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 6

pietrocinaglia/dante

DANTE is a software tool for pairwise alignment of dynamic networks. It computes the topological node similarities via temporal embedding.

Size: 524 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

Makan-Ar/network_research

Python implementation of the Personalized Degrees paper

Language: Python - Size: 353 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

NamyongPark/EvoKG

[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs

Language: Python - Size: 21.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 8

zeno129/DYMOND

DYnamic MOtif-NoDes (DYMOND) is a dynamic network generative model based on temporal motifs and node behavior.

Language: Python - Size: 5.63 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1

sudhakaranjain/3D_DEN

M.Sc Thesis - 3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable Networks

Language: Jupyter Notebook - Size: 588 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

sisaman/NPGLM

Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)

Language: Jupyter Notebook - Size: 75.2 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 16 - Forks: 2

mahsa91/DBOCD

Bayesian Overlapping Community Detector (DBOCD) in Dynamic Networks

Language: MATLAB - Size: 276 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

jiangqn/GCN-GAN-pytorch

A pytorch implemention of GCN-GAN for temporal link prediction.

Language: Python - Size: 2 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 82 - Forks: 28

IdeasLabUT/Friendship-Interaction-Prediction

MATLAB code for incorporating friendship networks into dynamic link prediction on interaction networks

Language: Matlab - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 2

rootlu/DyHNE

Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"

Language: Jupyter Notebook - Size: 3.17 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 34 - Forks: 8

GiulioRossetti/Social-Network-Analsysis-Laboratory

Docker container exposing a preconfigured python environment for Social Network Analysis

Language: Dockerfile - Size: 25.4 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

houchengbin/GloDyNE

GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718

Language: Python - Size: 26.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 17

dvlab-research/SCGAN

The implementation of 'Image synthesis via semantic composition', ICCV2021.

Language: Python - Size: 1.96 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 72 - Forks: 6

basiralab/gGAN

Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.

Language: Python - Size: 2.06 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 3

stephaneseng/dynamic-network-visualization-boost-graph-library

Generate dynamic networks visualizations using the Boost Graph Library

Language: C++ - Size: 901 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

stephaneseng/dynamic-network-visualization-d3

Generate dynamic networks visualizations using D3.js

Language: JavaScript - Size: 2.29 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JiaWu-Repository/DECS Fork of FanzhenLiu/DECS

Detecting the Evolving Community Structure in Dynamic Social Networks (WWWJ 2020)

Size: 367 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 33

eren-ck/MotionGlyphs

Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)

Language: JavaScript - Size: 18.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

arnaud-schuele/complex-networks-approaches-for-portfolio-optimization

Language: Jupyter Notebook - Size: 8.28 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

mizvol/anomaly-detection

Anomaly detection in time-series networks. Spatio-temporal Anomaly Detection

Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 1

xuehansheng/DyHATR Fork of skx300/DyHATR

[ECML-PKDD'20] Modeling Dynamic Heterogeneous Network for Link Prediction using Hierarchical Attention with Temporal RNN

Language: Python - Size: 7.17 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

IdeasLabUT/Dynamic-Link-Prediction-Evaluation

MATLAB toolbox for evaluating dynamic link prediction accuracy

Language: Matlab - Size: 53.9 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 4

GemsLab/MCbook_Individual-Collective_GraphMining

Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"

Size: 3.91 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 18 - Forks: 9

lanl/pyDRESCALk

Distributed Non Negative RESCAL decomposition with estimation of latent features

Language: Python - Size: 6.51 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 4

m-zakeri/iust_complex_network

iust complex network

Language: HTML - Size: 127 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

nathanntg/dynamic-plex-propagation

Dynamic Plex Propagation

Language: Matlab - Size: 107 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 3

b-yousefi/wRebeca

Language: Java - Size: 9.04 MB - Last synced at: 9 months ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 1

alaradirik/complex-networks

A collection of complex networks assignments

Language: Jupyter Notebook - Size: 848 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 2

JiaWu-Repository/ECD Fork of FanzhenLiu/ECD

Evolutionary Community Detection in Dynamic Social Networks (IJCNN 2019)

Size: 367 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 23

Related Keywords
dynamic-networks 57 complex-networks 13 community-detection 12 network-analysis 11 temporal-networks 8 link-prediction 6 network-embedding 6 machine-learning 5 social-network-analysis 4 dynamic-network-embedding 4 temporal-graphs 3 graph-neural-networks 3 network-science 3 embeddings 3 visualization 3 deep-learning 3 dynamic-graphs 3 dynamic-network 2 community-detection-algorithm 2 knowledge-graph 2 network-alignment 2 enron-email-dataset 2 data-visualization 2 heterogeneous-information-networks 2 stochastic-block-model 2 cpp 2 bayesian-inference 2 gan 2 networkx 2 temporal-network 2 representation-learning 2 generative-adversarial-network 2 graph-algorithms 2 embedding-trajectories 2 graph-generative-model 2 motifs 2 boost-graph-library 1 collective-behavior 1 animal-movement 1 d3 1 d3-force 1 javascript 1 animal-behaviour 1 dataset-cellphone-calls 1 social-networks 1 animal-behavior 1 cresmd 1 opinion-dynamics 1 python-3 1 dynamic-graph-embedding 1 graph-embedding 1 time-evolving-networks 1 conditional-gan 1 iccv2021 1 image-rendering 1 image-synthesis 1 pytorch 1 adversarial-machine-learning 1 brain-evolution 1 brain-graphs 1 brain-template 1 dynamic-network-prediction 1 geometric-deep-learning 1 ggan 1 graph-normalization 1 predictive-intelligence 1 time-series-forecasting 1 time-series-graphs 1 time-series-prediction 1 boost 1 graph-similarity 1 graph-summarization 1 networks 1 tutorial-slides 1 artificial-intelligence 1 clustering-algorithm 1 distributed-cpu 1 distributed-gpu 1 latent-variables 1 nonnegative-tensor-decomposition 1 parallel-programming 1 relational-data 1 relational-learning 1 relational-model 1 unsupervised-learning 1 dynamic-communities 1 actor 1 antlr 1 java 1 swing-gui 1 epidemic-simulations 1 graphs 1 social-network 1 collective-behaviour 1 spatio-temporal-analysis 1 spatio-temporal-data 1 graph-theory 1 minimum-spanning-trees 1 multilayer-networks 1 pathpy 1