Name		Name	Last commit message	Last commit date
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README.md		README.md
gatv2.py		gatv2.py
train.py		train.py

README.md

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
scikit-learn

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.