Leomrlin opened a new pull request, #736:
URL: https://github.com/apache/geaflow/pull/736
This PR implements `ConsolidateFunction` and its corresponding `Operator`
using relative vector constructions for relation representation in graph
memory, including:
- **Relative Embedding** variants:
- **Common Embedding**: `C = A ⊙ B` (Hadamard product capturing shared
features)
- Query relevance: `cos(Q, A ⊙ B)` measures intersection alignment with
query `Q`
- **Difference Embedding**: `Diff(B→A) = normalize(A - (A·B)B)`
- Query relevance: `cos(Q, Diff(B→A))` detects directional feature
divergence from `B` to `A` under `Q`
- **Cosine Distance Metric**: `Dist(A,B) = 1 - cos(A,B)`
- Preference detection: `delta = cos(Q,B) - cos(Q,A)` quantifies
relative affinity shift
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