https://github.com/dragen1860/gcn-tf2

Graph Convolution Network for TensorFlow 2 implementation.
https://github.com/dragen1860/gcn-tf2

Last synced: 17 days ago
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Graph Convolution Network for TensorFlow 2 implementation.

• Host: GitHub
• URL: https://github.com/dragen1860/gcn-tf2
• Owner: dragen1860
• Created: 2019-04-27T04:26:17.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-04-29T05:10:19.000Z (over 5 years ago)
• Last Synced: 2024-10-03T12:19:30.885Z (about 1 month ago)
• Language: Python
• Size: 5.11 MB
• Stars: 51
• Watchers: 3
• Forks: 19
• Open Issues: 2
• Metadata Files:
  • Readme: README.MD

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README

        
# Graph Convolution Network for TF2

GCN implementation for paper: [Semi-Supervised Classification with Graph Convolutional Networks](https://arxiv.org/pdf/1609.02907.pdf)

# Benchmark

| dataset       | Citeseea | Cora | Pubmed | NELL |

|---------------|----------|------|--------|------|

| GCN(official) | 70.3     | 81.5 | 79.0   | 66.0 |

| This repo.    |          | 81.8 |   78.9  |      |

# HOWTO

```

python train.py

```

# Screenshot

![](res/screen.png)