pub_soft/dgl

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Zhen Liu 15d05be387 Fix num_labels to num_classes in dataset files (#6666 )

2023-12-04 13:25:44 +08:00

..

dataset.py

Fix num_labels to num_classes in dataset files (#6666 )

2023-12-04 13:25:44 +08:00

README.md

[Model] Add SIGN model to example (#1571 )

2020-05-31 17:15:01 +08:00

sign.py

examples (#5323 )

2023-02-19 08:35:15 +08:00

README.md

SIGN: Scalable Inception Graph Neural Networks

paper link: https://arxiv.org/pdf/2004.11198.pdf

Requirements

pip install requests ogb

Results

Ogbn-products (Amazon co-purchase dataset)

python sign.py --dataset amazon

Test accuracy: mean 0.78672, std 0.00059

Reddit

python sign.py --dataset reddit

Test accuracy: mean 0.96326, std 0.00010