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GiGL
Gigantic Graph Learning (GiGL) Framework: Large-scale training and inference for Graph Neural Networks

Python · 85 stars

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Make Dockerfile.src representative of GiGL's dir structure Open

enhancement

Snapchat/GiGL#125 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 17, 2026
Update Python version(s) Open

enhancement

Snapchat/GiGL#152 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Deprecate `DistContext` Open

enhancement

Snapchat/GiGL#162 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Simplify use of term "Loading" for our APIs Open

enhancement

Snapchat/GiGL#163 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Deprecate typing imports off Dict, List, etc. Open

good first issue

Snapchat/GiGL#169 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Swap to gigl python environment Open

Snapchat/GiGL#215 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Release TODOs Open

Snapchat/GiGL#221 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add Types to jupyter_magics.py Open

good first issue tech debt

Snapchat/GiGL#258 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Use context manager for __file_loader.load_to_temp_file Open

Snapchat/GiGL#285 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Enumerator should not take `null` node_ids Open

Snapchat/GiGL#288 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Investifate if gperftools is still needed Open

tech debt

Snapchat/GiGL#296 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
`bootstrap_resource_config.py` is defaulting to bash shell even when executing script inside zshrc Open

bug good first issue

Snapchat/GiGL#299 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Documentation: Create a separate documentation page for custom resolvers. Open

Snapchat/GiGL#313 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 17, 2026
Parallelize tests Open

Snapchat/GiGL#372 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
E2E test failures Open

Snapchat/GiGL#388 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Update deps / python to latest supported version - use UV for dep management Open

Snapchat/GiGL#405 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 17, 2026
Type fixes for type: ignore introduced in #405 Open

Snapchat/GiGL#408 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
UV Bootstrap guidance Open

Snapchat/GiGL#422 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Graph Store sampling setup. Open

Snapchat/GiGL#440 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Swap `should_run_glt_backend` feature flag to default true. Open

Snapchat/GiGL#441 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
We need to use sys.stdout.flush to see logs in graph store mode. Open

Snapchat/GiGL#442 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Remove "test" folder from Dockerfile Open

Snapchat/GiGL#456 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Support multiple supervision edge types for graph store mode Open

Snapchat/GiGL#488 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Allow ABLPInputNodes to be "homogeneous" Open

Snapchat/GiGL#492 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Remove `should_run_glt_backend` flag from configs that don't need it. Open

Snapchat/GiGL#611 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Look into upgrading protobuf version Open

Snapchat/GiGL#640 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

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