rapidsai/cugraph-gnn

View on GitHub

Stars: 79
Forks: 42
Open beginner issues: 0
Indexed issues: 27
Avg merge: 1d 21h
Merged PRs (30d): 21

Dominant language: Cuda
License: Apache-2.0
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

Open All

27 open issues indexed

[FEA] Return PyG-compatible batch vectors for disjoint sampling Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

rapidsai/cugraph-gnn#519 · Opened Aug 17, 2026
[FEA] Support edge visibility masks for training and evaluation Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

rapidsai/cugraph-gnn#515 · Opened Aug 4, 2026
[FEA] Support zero-copy cuGraph construction from device-accessible tensors Open

feature request usability-related

Difficulty 5/5 Over a week Newbie friendliness 25/100

rapidsai/cugraph-gnn#501 · Opened Jul 23, 2026
[FEA] Support direct loading of feature lists from disk into the feature store Open

feature request usability-related

Difficulty 5/5 Over a week Newbie friendliness 35/100

rapidsai/cugraph-gnn#500 · Opened Jul 23, 2026
[FEA] Support direct loading of edge lists from disk into the graph store Open

feature request usability-related

Difficulty 5/5 Over a week Newbie friendliness 25/100

rapidsai/cugraph-gnn#499 · Opened Jul 23, 2026
[QST] Clarify supported WholeMemory backends exposed by cuGraph-GNN/WholeGraph Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

rapidsai/cugraph-gnn#482 · 2 comments · Opened Jun 28, 2026
[FEA] Support Windowed Sampling in cuGraph-PyG Loaders Open

breaking feature request

rapidsai/cugraph-gnn#450 · 1 assignee · Opened Apr 23, 2026
[FEA] Add Support for Additional Negative Sampling Options Open

rapidsai/cugraph-gnn#378 · 1 assignee · Opened Jan 2, 2026
[FEA] Heterogeneous Node Classification Examples Open

rapidsai/cugraph-gnn#365 · 1 assignee · Opened Dec 5, 2025
refactor: remove wheel index branching from test scripts Open

Difficulty 3/5 1-2 days Newbie friendliness 50/100

rapidsai/cugraph-gnn#356 · Opened Nov 25, 2025
[FEA] Support Disjoint Sampling in cuGraph-PyG Open

rapidsai/cugraph-gnn#294 · 1 assignee · Opened Sep 3, 2025
Build wholegraph with oldest driver/CTK rather than newest Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

rapidsai/cugraph-gnn#293 · Opened Aug 29, 2025
Improve PyG and cuGraph-PyG APIs for Edge Features Open

breaking

Difficulty 4/5 3-5 days Newbie friendliness 35/100

rapidsai/cugraph-gnn#292 · Opened Aug 28, 2025
Add Nightly Testing for cuGraph-PyG Examples Open

rapidsai/cugraph-gnn#291 · 1 assignee · Opened Aug 28, 2025
Microbenchmarking of Sampling/Loading APIs Open

non-breaking

Difficulty 4/5 3-5 days Newbie friendliness 25/100

rapidsai/cugraph-gnn#290 · Opened Aug 28, 2025
Automatically Start cuGraph Comms Open

improvement non-breaking

rapidsai/cugraph-gnn#288 · 1 assignee · Opened Aug 27, 2025
Support the "transform" Argument in Loaders Open

improvement non-breaking

rapidsai/cugraph-gnn#244 · 1 assignee · Opened Jul 15, 2025
Implement HGTLoader in cuGraph-PyG Open

feature request non-breaking

rapidsai/cugraph-gnn#234 · 1 comment · 1 assignee · Opened Jun 30, 2025
[BUG] Ensure cuGraph-PyG tests run after cuML tests Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

rapidsai/cugraph-gnn#227 · Opened Jun 11, 2025
[FEA] Support COO Slicing in new GraphStore Open

feature request

rapidsai/cugraph-gnn#188 · 1 assignee · Opened Apr 22, 2025
Support `last` Temporal Strategy Open

feature request

rapidsai/cugraph-gnn#185 · 1 assignee · Opened Apr 21, 2025
[IMP] Add Utilities for Setup and Partitioning Open

improvement

rapidsai/cugraph-gnn#140 · 1 comment · 1 assignee · Opened Feb 10, 2025
Replace logger with rapids-logger Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

rapidsai/cugraph-gnn#120 · Opened Jan 30, 2025
Add Benchmarks to cuGraph-GNN Repo Open

doc

rapidsai/cugraph-gnn#117 · 1 assignee · Opened Jan 28, 2025
cuGraph-PyG: The "shuffle" Option Does Not Work Correctly Open

bug

rapidsai/cugraph-gnn#19 · 1 comment · 1 assignee · Opened Jul 26, 2024
cuGraph-PyG: Support Operators to Convert Graphs (ToUndirected, AddSelfLoops, NormalizeFeatures) Open

feature request

rapidsai/cugraph-gnn#18 · 2 comments · 1 assignee · Opened Jul 24, 2024
Update GNN Examples to Use Undirected ogbn-papers100M Graph by Default Open

improvement

rapidsai/cugraph-gnn#17 · 1 assignee · Opened Jul 24, 2024

rapidsai/cugraph-gnn

Get new issues in your inbox