Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add TokenGT model #9834

Open
wants to merge 17 commits into
base: master
Choose a base branch
from
Open

Conversation

michailmelonas
Copy link

@michailmelonas michailmelonas commented Dec 9, 2024

PyG implementation of the Tokenized Graph Transformer following "Pure Transformers are Powerful Graph Learners" (https://arxiv.org/pdf/2207.02505). Includes support for both Laplacian eigenvectors and ORF node identifiers (implemented via a simple data Transform object). A graph regression example is also included.

For a detailed blog post about the implementation, see https://medium.com/stanford-cs224w/pyg-implementation-tokengt-e4aa74dc867b.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
Development

Successfully merging this pull request may close these issues.

3 participants