Skip to content

Node Property Prediction Models on LBANN - #2364

Draft
szaman19 wants to merge 2 commits into
LBANN:v1.x-developfrom
szaman19:arxiv_lbann
Draft

Node Property Prediction Models on LBANN#2364
szaman19 wants to merge 2 commits into
LBANN:v1.x-developfrom
szaman19:arxiv_lbann

Conversation

@szaman19

@szaman19szaman19 commented Oct 26, 2023•
edited
Loading

Copy link
Copy Markdown
Collaborator

Adds data-parallel semi-supervised learning examples and node property on small to medium-sized graph benchmarks from OpenGraphBenchmark.

  • Add GAT node property prediction mode
  • Add Arxiv, Proteins, and MAG dataset
  • Add integration tests for learning results

@szaman19
Added GAT implementation
62f358b
@szaman19
Added trainer files
160c291
- Add GCN implementation with loops
- Add dataset wrapper for arxiv
- To do: Add MAG dataset
- rebased
@benson31benson31 added the v0 Related to the now-deprecated LBANNv0 development. label Apr 7, 2026
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

No reviews

Assignees

No one assigned

Labels

v0Related to the now-deprecated LBANNv0 development.

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

2 participants

@szaman19@benson31