github.LDBR.com

Pytorch implementation of WWW 2021 submission "Learning Dynamic Node Behavior Based on Event Representation"

Requirement

python==3.7

Torch==1.0.1

scikit-learn==0.23.1

Data

You can download all the processed data at : https://drive.google.com/drive/folders/1Z_Xs0ZrIxQqFRcR3eWmqlEaVwCIPm_MZ?usp=sharing

Baseline Experiment

Baseline algorithm codes are avaiable at the following links:

GraphSage: http://snap.stanford.edu/graphsage/

DeepWalk: http://bit.ly/deepwalk

dyngraph2vec: https://github.com/palash1992/DynamicGEM

STAR: https://tinyurl.com/y67ywq6j