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

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

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

TILES: an algorithm for community discovery in dynamic social networks

[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.

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".

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

DynetLSM: latent space models for dynamic networks

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.

Docker container exposing a preconfigured python environment for Social Network Analysis

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

Dynamic community detection based on network structural perturbation and topological similarity

Source code of ACL 2023 Main Conference Paper "PAD-Net: An Efficient Framework for Dynamic Networks".