Graph neural network

Machine learning with graphs

Applications

There are many interesting applications. Google Maps and DeepMind team used GNN to improve the ETA prediction Derrow Pinion2021ETA.

It was used to forecast global weather Keisler2022forecasting.

Books, reviews, and tutorials

Videos

To read

How about directed networks? See Beaini2020directional

Attention mechanism can also be used for graphs. See Graph attention networks.