TECHNIQUE
Graph ML
| Name | Kind | When | Maturity |
|---|---|---|---|
| Splink | library | probabilistic record linkage at scale on Spark/DuckDB without labeled pairs | established |
| dedupe | library | active-learning entity resolution where humans label a small pair sample | established |
| GNN link prediction | pattern | graph structure itself predicts missing edges (fraud rings, recommendations) | emerging |
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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