There are 11 repositories under dynamic-networks topic.
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
A versioning data store for time-variant graph data.
(CVPR 2021, Oral) Dynamic Slimmable Network
Dynamic Network Analysis library
A pytorch implemention of GCN-GAN for temporal link prediction.
(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
The implementation of 'Image synthesis via semantic composition', ICCV2021.
GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718
TILES: an algorithm for community discovery in dynamic social networks
[ICCV 2021] A new codebase containing various methods for Group Activity Recognition. Paper title: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition.
[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"
Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"
DDG: This repo contains the code for our IJCAI 2022 paper: Dynamic Domain Generalization.
Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.
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".
RDyn: graph benchmark handling community dynamics
Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"
Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)
MATLAB toolbox for fitting discrete-time dynamic stochastic block models
Temporal IMLinUCB - a solution for Online Influence Maximization problem in Temporal Networks (based on IMLinUCB)
Attributed Stream Hypergraph
DYnamic MOtif-NoDes (DYMOND) is a dynamic network generative model based on temporal motifs and node behavior.
Dynamic community detection based on network structural perturbation and topological similarity
Anomaly detection in time-series networks. Spatio-temporal Anomaly Detection
Docker container exposing a preconfigured python environment for Social Network Analysis
MATLAB toolbox for evaluating dynamic link prediction accuracy
Python implementation of the CHIP network model, published in NeurIPS 2020.
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"
Python package for importing and analyzing discrete- and continuous-time dynamic networks
A collection of complex networks assignments
Provides classes to simulate epidemics on (potentially time-varying) networks using a Gillespie stochastic simulation algorithm or the classic agent based method.