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!

deep-learning

View on GitHub Website

2.6k Stars

343 Forks

2.6k Watchers

Jupyter Notebook Language

mit License

Cost to Build

$133.2K

Market Value

$578.1K

How is this calculated?

Growth over time

7 data points · 2021-08-01 → 2025-08-01

Stars Forks Watchers

💬

How do you feel about this project?

Ask AI about pytorch-GAT

Question copied to clipboard

What is the gordicaleksa/pytorch-GAT GitHub project? Description: "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!". Written in Jupyter Notebook. Explain what it does, its main use cases, key features, and who would benefit from using it.

Question is copied to clipboard — paste it after the AI opens.

How to clone pytorch-GAT

Clone via HTTPS

git clone https://github.com/gordicaleksa/pytorch-GAT.git

Clone via SSH

[email protected]:gordicaleksa/pytorch-GAT.git

Download ZIP

Download master.zip

Found an issue?

Report bugs or request features on the pytorch-GAT issue tracker:

Open GitHub Issues

Similar to pytorch-GAT

tensorflow keras TensorFlow-Examples pytorch CNTK data-science-ipython-notebooks Qix handong1587.github.io telegram-list machine-learning-curriculum caffe machine-learning-for-software-engineers awesome-deep-learning-papers incubator-mxnet lectures cs-video-courses Screenshot-to-code spaCy cheatsheets-ai awesome-deep-learning handson-ml ML-From-Scratch dive-into-machine-learning tfjs tflearn awesome-datascience openpose tfjs-core Machine-Learning-Tutorials EffectiveTensorflow