Trying different graph embedding packages

[soroush-ziaeinejad]

This page is created to share our experience using various Python libraries for temporal graph embedding. We will be adding comments for each library, and will update them gradually. Currently, we are considering the following libraries:

• EvolveGCN (IBM - AAAI 2020)
• tdGraphEmbed (CIKM 2020)
• DynG2G (IEEE Transactions on Neural Networks and Learning Systems 2022)
• TGN: Temporal Graph Networks (Twitter Research - ICML 2020)
• PyTorch Geometric Temporal (CIKM 2021)