shenweichen / Graphneuralnetwork
Licence: mit
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
Stars: ✭ 397
Programming Languages
python
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Graph Neural Network
Method
| 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 |
How to run examples
- clone the repo and use
pip install -r requirements.txtto setup the operating environment. - run following commands
cd gnn
python run_gcn_cora.py
python run_graphsage_cora.py
python run_gat_cora.py
DisscussionGroup
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