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hbsun2113 and BarclayII [Model][Pytorch] GraphSAGE (#403)
* simple implemention of GraphSAGE

* update the abstract method and `torch.nn` modules are more utilized
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README.md [Model][Pytorch] GraphSAGE (#403) Feb 22, 2019
graphsage.py [Model][Pytorch] GraphSAGE (#403) Feb 22, 2019

README.md

Inductive Representation Learning on Large Graphs (GraphSAGE)

Requirements

  • requests

bash pip install requests

Results

Run with following (available dataset: "cora", "citeseer", "pubmed")

python graphsage.py --dataset cora --gpu 0
  • cora: ~0.8470
  • citeseer: ~0.6870
  • pubmed: ~0.7730
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