Struct EmbeddingAlignment 

pub struct EmbeddingAlignment {
    pub source_embeddings: Vec<Vec<f32>>,
    pub target_embeddings: Vec<Vec<f32>>,
    pub dim: usize,
}

Aligns embeddings from two different KG spaces.

Fields

source_embeddings: Vec<Vec<f32>>

target_embeddings: Vec<Vec<f32>>

dim: usize

Implementations

impl EmbeddingAlignment

pub fn new(source: Vec<Vec<f32>>, target: Vec<Vec<f32>>) -> Self

Create a new alignment helper.

Panics if source and target have different embedding dimensions.

pub fn find_alignment( &self, method: AlignmentMethod, seed_pairs: &[AlignmentPair], ) -> AlignmentResult

Find an alignment between source and target using the given method and seed pairs.

pub fn apply_transform(&self, transform: &AlignmentTransform) -> Vec<Vec<f32>>

Apply the transform to all source embeddings, returning the transformed set.