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pytorch-GAT
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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

by gordicaleksa · GitHub
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Generate music in real-time using an interactive web application that combines audio and visual elements.

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2026-07-072026-08-31
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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

pytorch-GAT has 2.7k stars on GitHub. It has been forked 355 times. pytorch-GAT is written mainly in Jupyter Notebook. It has been in active development since 2020. pytorch-GAT is available under the MIT license. Its main topics are attention, attention-mechanism, deep-learning, gat.

Frequently asked questions

What is 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

Is pytorch-GAT open source?

pytorch-GAT is an open-source project. It is released under the MIT license.

Is pytorch-GAT free?

Yes. pytorch-GAT is free and open source — you can use, modify and self-host it.

What license does pytorch-GAT use?

pytorch-GAT is available under the MIT license.

What language is pytorch-GAT written in?

pytorch-GAT is written mainly in Jupyter Notebook.

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