https://github.com/gordicaleksa/pytorch-GAT
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
https://github.com/gordicaleksa/pytorch-GAT
attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation self-attention
Last synced: 5 months ago
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My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
- Host: GitHub
- URL: https://github.com/gordicaleksa/pytorch-GAT
- Owner: gordicaleksa
- License: mit
- Created: 2020-12-26T09:54:52.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2022-11-17T14:21:18.000Z (almost 3 years ago)
- Last Synced: 2024-11-11T21:38:48.156Z (11 months ago)
- Topics: attention, attention-mechanism, deep-learning, gat, gat-tutorial, graph-attention-network, graph-attention-networks, jupyter, python, pytorch, pytorch-gat, pytorch-implementation, self-attention
- Language: Jupyter Notebook
- Homepage: https://youtube.com/c/TheAIEpiphany
- Size: 25.2 MB
- Stars: 2,449
- Watchers: 46
- Forks: 331
- Open Issues: 13
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Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml