TECHNIQUE
Graph ML
| Name | Kind | When | Maturity |
|---|---|---|---|
| PyTorch Geometric | library | the default GNN ecosystem: widest layer coverage and custom-model flexibility | established |
| DGL | library | billion-edge heterogeneous graphs needing mature sampling and multi-GPU training | established |
| Precomputed GNN embeddings in a feature store | pattern | online serving cannot run graph inference; embeddings refresh offline | established |
No published applications observed using this technique yet.
Teardown coverage accrues forward — the taxonomy is the map, the count is the honest state of it.
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