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Module alignment

Module alignment 

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Embedding Alignment: Aligning embeddings across different knowledge graph spaces.

Supports:

  • Orthogonal Procrustes (SVD-based rotation)
  • Linear Transformation (general affine mapping)
  • Bidirectional Matching (mutual nearest neighbor)
  • Cross-lingual alignment via pivot language

Structs§

AlignmentPair
A seed pair linking a source entity index to a target entity index.
AlignmentResult
Result of an alignment operation.
CrossLingualAligner
Aligns multiple language embedding spaces via a pivot language.
EmbeddingAlignment
Aligns embeddings from two different KG spaces.

Enums§

AlignmentMethod
Available alignment strategies.
AlignmentTransform
Transformation applied to source embeddings to align them to target space.