dmlc--dgl
Lingfan Yu
e979685ad9
* sign model * mini-batch GPU eval & set default hyper-parameters * add readme for sign * minor
29 行
538 B
Markdown
29 行
538 B
Markdown
SIGN: Scalable Inception Graph Neural Networks
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===============
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- paper link: [https://arxiv.org/pdf/2004.11198.pdf](https://arxiv.org/pdf/2004.11198.pdf)
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Requirements
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----------------
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```bash
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pip install requests ogb
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```
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Results
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---------------
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### [Ogbn-products](https://ogb.stanford.edu/docs/nodeprop/#ogbn-products) (Amazon co-purchase dataset)
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```bash
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python sign.py --dataset amazon
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```
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Test accuracy: mean 0.78672, std 0.00059
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### Reddit
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```bash
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python sign.py --dataset reddit
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```
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Test accuracy: mean 0.96326, std 0.00010
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