dynamic-networks

There are 11 repositories under dynamic-networks topic.

networkit / networkit
NetworKit is a growing open-source toolkit for large-scale network analysis.
complex-networks graph-algorithms network-analysis cpp graph-analysis graph-generation dynamic-networks parallel-algorithm python
Language:C++ 739
INK-USC / RE-Net
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
knowledge-graph graph-neural-networks reasoning temporal-networks dynamic-networks
Language:Python 429
claws-lab / jodie
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
embeddings representation-learning network-embedding machine-learning dynamic-networks temporal-network kdd2019 embedding-trajectories
Language:Python 340
RecallGraph / RecallGraph
A versioning data store for time-variant graph data.
arangodb temporal-graphs dynamic-networks data-versioning streaming-graph-data foxx-microservice
Language:JavaScript 331
changlin31 / DS-Net
(CVPR 2021, Oral) Dynamic Slimmable Network
dynamic-networks dynamic-pruning efficient-inference model-compression network-pruning pruning
Language:Python 222
GiulioRossetti / dynetx
Dynamic Network Analysis library
network-analysis dynamic-networks complex-networks
Language:Python 105
jiangqn / GCN-GAN-pytorch
A pytorch implemention of GCN-GAN for temporal link prediction.
graph-neural-network generative-adversarial-network link-prediction dynamic-networks
Language:Python 97
hejingwenhejingwen / CResMD
(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
cresmd deblurring deep-learning denoising dynamic-networks image-restoration jpeg-deblocking low-level-vision
Language:Python 96
dvlab-research / SCGAN
The implementation of 'Image synthesis via semantic composition', ICCV2021.
deep-learning gan image-synthesis iccv2021 pytorch conditional-gan image-rendering dynamic-networks
Language:Python 80
houchengbin / GloDyNE
GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718
dynamic-network-embedding time-evolving-networks network-embedding graph-embedding dynamic-networks dynamic-graph-embedding
Language:Python 62
GiulioRossetti / TILES
TILES: an algorithm for community discovery in dynamic social networks
network-science community-discovery community-detection-algorithm dynamic-networks
Language:Python 56
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.
action-recognition dynamic-networks graph-neural-networks group-activity-recognition video-understanding
Language:Python 52
NamyongPark / EvoKG
[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
knowledge-graph temporal-networks dynamic-networks temporal-reasoning temporal-knowledge-graph knowledge-reasoning graph-neural-networks
Language:Python 44
rootlu / DyHNE
Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"
dynamic-network-embedding dynamic-networks heterogeneous-information-networks ieee-tkde-paper meta-path
Language:Jupyter Notebook 38
rootlu / MMDNE
Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"
network-embedding dynamic-networks dynamic-network-embedding temporal-networks cikm2019
Language:Python 37
DDG
MetaVisionLab / DDG
DDG: This repo contains the code for our IJCAI 2022 paper: Dynamic Domain Generalization.
domain-generalization dynamic-networks
Language:Python 30
basiralab / gGAN
Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.
brain-graphs brain-evolution brain-template graph-normalization ggan adversarial-machine-learning generative-adversarial-network gan geometric-deep-learning time-series-prediction time-series-forecasting time-series-graphs dynamic-networks dynamic-network-prediction predictive-intelligence
Language:Python 23
GiulioRossetti / RDyn
RDyn: graph benchmark handling community dynamics
dynamic-networks network-analysis network-science community-detection generators
Language:Python 21
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".
clustering community-detection dynamic-networks graph-mining
Language:Python 21
joshloyal / dynetlsm
DynetLSM: latent space models for dynamic networks
machine-learning network-analysis bayesian-inference network-embedding dynamic-networks
Language:Python 20
GemsLab / MCbook_Individual-Collective_GraphMining
Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"
networks tutorial-slides code graph-summarization network-alignment graph-similarity belief-propagation dynamic-networks
19
sisaman / NPGLM
Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)
autoencoder dynamic-networks heterogeneous-information-networks link-prediction machine-learning nonparametric-model recurrent-neural-networks social-network-analysis
Language:Jupyter Notebook 17
GiulioRossetti / ASH
Attributed Stream Hypergraph
dynamic-networks feature-rich hypergraphs network-analysis
Language:Python 13
IdeasLabUT / Dynamic-Stochastic-Block-Model
MATLAB toolbox for fitting discrete-time dynamic stochastic block models
dynamic-networks stochastic-block-model community-detection network-analysis complex-networks
Language:MATLAB 13
olety / TIMLinUCB
Temporal IMLinUCB - a solution for Online Influence Maximization problem in Temporal Networks (based on IMLinUCB)
dynamic-networks influence-maximization online-influence-maximization
Language:Python 13
WPZgithub / ESPRA
Dynamic community detection based on network structural perturbation and topological similarity
community-detection dynamic-networks structural-perturbation
Language:MATLAB 12
zeno129 / DYMOND
DYnamic MOtif-NoDes (DYMOND) is a dynamic network generative model based on temporal motifs and node behavior.
dynamic-graphs motifs dynamic-networks graph-generative-model
Language:Python 12
bo1929 / MuDCoD
MuDCoD: Multi-subject Dynamic Community Detection
community-detection dynamic-networks network-science single-cell single-cell-rna-seq spectral-clustering
Language:Python 10
mizvol / anomaly-detection
Anomaly detection in time-series networks. Spatio-temporal Anomaly Detection
anomaly-detection machine-learning graph time-series data-analysis research dynamic-networks temporal-graphs machine-learning-algorithms data-mining data-science hopfield-network memory
Language:Jupyter Notebook 10
GiulioRossetti / Social-Network-Analsysis-Laboratory
Docker container exposing a preconfigured python environment for Social Network Analysis
community-detection complex-networks docker dynamic-networks epidemic-model high-order-networks link-prediction opinion-dynamics python-3 social-network-analysis
Language:Dockerfile 9
IdeasLabUT / Dynamic-Link-Prediction-Evaluation
MATLAB toolbox for evaluating dynamic link prediction accuracy
link-prediction evaluation-metric dynamic-networks network-analysis complex-networks
Language:MATLAB 9
IdeasLabUT / CHIP-Network-Model
Python implementation of the CHIP network model, published in NeurIPS 2020.
neurips-2020 chip-model generative-network dynamic-networks
Language:Python 8
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"
dynamic-networks community-detection graph-algorithms community-detection-algorithm
Language:Python 8
IdeasLabUT / dynetworkx
Python package for importing and analyzing discrete- and continuous-time dynamic networks
dynamic-networks dynamic-network temporal-networks temporal-network complex-networks complex-network network-analysis
Language:Jupyter Notebook 7
alaradirik / complex-networks
A collection of complex networks assignments
complex-networks graphs epidemic-simulations network-analysis networkx dynamic-networks temporal-networks social-network-analysis
Language:Jupyter Notebook 6
benmaier / GillEpi
Provides classes to simulate epidemics on (potentially time-varying) networks using a Gillespie stochastic simulation algorithm or the classic agent based method.
simulate-epidemics epidemics sis si sirs sir complex-networks dynamic-networks agent-based-modeling
Language:Python 6