wehub-resource-sync
23 lines
503 B
Markdown
23 lines
503 B
Markdown
Graph Convolutional Networks (GCN)
|
|
============
|
|
|
|
- Paper link: [https://arxiv.org/abs/1609.02907](https://arxiv.org/abs/1609.02907)
|
|
- Author's code repo: [https://github.com/tkipf/gcn](https://github.com/tkipf/gcn).
|
|
|
|
How to run
|
|
-------
|
|
|
|
### DGL built-in GraphConv module
|
|
|
|
Run with the following (available dataset: "cora", "citeseer", "pubmed")
|
|
```bash
|
|
python3 train.py --dataset cora
|
|
```
|
|
|
|
Summary
|
|
-------
|
|
* cora: ~0.810 (paper: 0.815)
|
|
* citeseer: ~0.707 (paper: 0.703)
|
|
* pubmed: ~0.792 (paper: 0.790)
|
|
|