Code repo for paper:

Geometric Scattering Attention Networks

• https://arxiv.org/abs/2010.15010

Run (default: Cora)

python train.py

For wikics(running for the 20 splits and take mean accuracy)
the splits are randomly selected, see Sec 3.3 in https://arxiv.org/abs/2010.15010

for i in $(seq 0 1 19)
do
echo 'Data Spilt:======='
echo $i
python -u WikiCS_ATT.py --dropout 0.3 --epochs 600 --smoo 0.3 --hid 20 --nheads 20 --weight_decay 1e-3 --data_spilt $i
done

Requirement:

• Pytorch Geometric
• Pytorch