Struct KGEncoder 

pub struct KGEncoder {
    pub architecture: String,
    pub entity_dim: usize,
    pub relation_dim: usize,
    pub output_dim: usize,
    pub parameters: HashMap<String, Array2<f32>>,
}

Knowledge graph encoder for multi-modal embeddings

Fields

architecture: String

Encoder architecture (TransE, ComplEx, etc.)

entity_dim: usize

Entity embedding dimension

relation_dim: usize

Relation embedding dimension

output_dim: usize

Output dimension

parameters: HashMap<String, Array2<f32>>

Learned parameters

Implementations

impl KGEncoder

pub fn new( architecture: String, entity_dim: usize, relation_dim: usize, output_dim: usize, ) -> Self

pub fn encode_entity( &self, entity_embedding: &Array1<f32>, ) -> Result<Array1<f32>>

Encode knowledge graph entity

pub fn encode_relation( &self, relation_embedding: &Array1<f32>, ) -> Result<Array1<f32>>

Encode knowledge graph relation

pub fn encode_structured( &self, entity: &Array1<f32>, relations: &[Array1<f32>], ) -> Result<Array1<f32>>

Encode structured knowledge (entity + relations)

Trait Implementations

impl Clone for KGEncoder

fn clone(&self) -> KGEncoder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for KGEncoder

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for KGEncoder

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for KGEncoder

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.