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!
2,655 stars. No commits in the last 6 months.
Stars
2,655
Forks
352
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Nov 17, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/gordicaleksa/pytorch-GAT"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
pyg-team/pytorch_geometric
Graph Neural Network Library for PyTorch
a-r-j/graphein
Protein Graph Library
snap-stanford/ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
graspologic-org/graspologic
Python package for graph statistics
tigergraph/pyTigerGraph
Python package for utilizing TigerGraph Databases