readme.md

GIN

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• Paper link: https://arxiv.org/abs/1810.00826
• Author's code repo (in Pytorch): https://github.com/weihua916/powerful-gnns

How to run

Run with following:

# use tensorflow bakcend

TL_BACKEND=tensorflow python gin_trainer.py --dataset=MUTAG 

# use pytorch backend
TL_BACKEND=torch python gin_trainer.py --dataset=MUTAG 

# use paddle backend
TL_BACKEND=paddle python gin_trainer.py --dataset=MUTAG 

Results

Dataset	Paper	Our(pd)	Our(tf)	Our(th)
MUTAG	89.4 ± 5.6	89.4 ± 5.6	89.4 ± 5.6	89.4 ± 5.6