tagcn

Topology Adaptive Graph Convolutional networks (TAGCN)

• Paper link: https://arxiv.org/abs/1710.10370

Dependencies

• MXNet nightly build
• requests

bash pip install mxnet --pre pip install requests

Results

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

DGLBACKEND=mxnet python3 train.py --dataset cora --gpu 0 --self-loop

• cora: ~0.820 (paper: 0.833)
• citeseer: ~0.702 (paper: 0.714)
• pubmed: ～0.798 (paper: 0.811)