/examples/pytorch/gatv2

Graph Attention Networks v2 (GATv2)

• Paper link: How Attentive are Graph Attention Networks?
• Author's code repo: https://github.com/tech-srl/how_attentive_are_gats.
• Annotated implemetnation: [https://nn.labml.ai/graphs/gatv2/index.html]

Dependencies

• torch
• requests
• sklearn

How to run

Run with following:

python3 train.py --dataset=cora

python3 train.py --dataset=citeseer

python3 train.py --dataset=pubmed

Results

Dataset	Test Accuracy
Cora	82.10
Citeseer	70.00
Pubmed	77.2

• All the accuracy numbers are obtained after 200 epochs.