dmlc--dgl
Zihao Ye
264d96cdf5
* upd * upd * upd * upd * upd * upd * fix pinsage also * upd * upd * upd Co-authored-by: Ubuntu <ubuntu@ip-172-31-29-3.us-east-2.compute.internal> Co-authored-by: Quan Gan <coin2028@hotmail.com> Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
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")
python3 main.py --dataset cora --gpu 0
- cora: ~0.817
- citeseer: ~0.699
- pubmed: ~0.790