| Model | Paper | Note |
|---|---|---|
| GCN | [ICLR 2017]Semi-Supervised Classification with Graph Convolutional Networks | 【Graph Neural Network】GCN:算法原理,实现和应用 |
| GraphSAGE | [NIPS 2017]Inductive representation learning on large graphs | 【Graph Neural Network】GraphSAGE:算法原理,实现和应用 |
| GAT | [ICLR 2018]Graph Attention Nerworks |
- clone the repo and use
pip install -r requirements.txtto setup the operating environment withpython>=3.6. - run following commands
cd gnn
python run_gcn_cora.py
python run_graphsage_cora.py
python run_gat_cora.py| 公众号:浅梦学习笔记 | 微信:deepctrbot |
|---|---|
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