Struct HybridEmbedder 

pub struct HybridEmbedder {
    pub node2vec: Node2Vec,
    pub model2vec: Model2VecEmbedder,
    pub alpha: f64,
}

Blends Node2Vec structural embeddings with Model2Vec semantic embeddings.

Fields

node2vec: Node2Vec

model2vec: Model2VecEmbedder

alpha: f64

0.0 = pure semantic, 1.0 = pure structural.

Implementations

impl HybridEmbedder

pub fn new(node2vec: Node2Vec, model2vec: Model2VecEmbedder, alpha: f64) -> Self

pub fn embed( &self, edges: &[(String, String)], nodes: &[(&str, &str)], ) -> HashMap<String, Vec<f64>>

Embed nodes by blending structural (Node2Vec) and semantic (Model2Vec) signals. nodes: slice of (id, label) pairs.

pub fn find_similar( &self, embeddings: &HashMap<String, Vec<f64>>, node_id: &str, top_n: usize, ) -> Vec<(String, f64)>

Trait Implementations

impl Clone for HybridEmbedder

fn clone(&self) -> HybridEmbedder

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for HybridEmbedder

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.