/examples/pytorch/graphsage

Inductive Representation Learning on Large Graphs (GraphSAGE)

• Paper link: http://papers.nips.cc/paper/6703-inductive-representation-learning-on-large-graphs.pdf
• Author's code repo: https://github.com/williamleif/graphsage-simple. Note that the original code is simple reference implementation of 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