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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!

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attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation
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Metric pytorch-GAT hora autodistill xTuring
Stars 2.7k 2.7k2.7k2.7k
Forks 352 76215212
Weekly Growth +1 +0+0-2
Language Jupyter Notebook RustPythonPython
Sources 1 111
License MIT Apache-2.0Apache-2.0Apache-2.0

Capability Radar vs hora

pytorch-GAT
hora
Maintenance Activity 0

Last code push 1238 days ago.

Community Engagement 66

Fork-to-star ratio: 13.2%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 42

+1 stars this period — 0.04% growth rate.

License Clarity 95

Licensed under MIT. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.