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DistMult

oxirs_core::ai::embeddings::distmult

Struct DistMult 

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pub struct DistMult { /* private fields */ }
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DistMult embedding model

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impl DistMult

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pub fn new(config: EmbeddingConfig) -> Self

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impl KnowledgeGraphEmbedding for DistMult

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fn generate_embeddings<'life0, 'life1, 'async_trait>( &'life0 self, triples: &'life1 [Triple], ) -> Pin<Box<dyn Future<Output = Result<Vec<Vec<f32>>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Generate embeddings for entities and relations
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fn score_triple<'life0, 'life1, 'life2, 'life3, 'async_trait>( &'life0 self, head: &'life1 str, relation: &'life2 str, tail: &'life3 str, ) -> Pin<Box<dyn Future<Output = Result<f32>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait, 'life3: 'async_trait,

Score a triple (head, relation, tail)
Predict missing links
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fn get_entity_embedding<'life0, 'life1, 'async_trait>( &'life0 self, entity: &'life1 str, ) -> Pin<Box<dyn Future<Output = Result<Vec<f32>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Get entity embedding
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fn get_relation_embedding<'life0, 'life1, 'async_trait>( &'life0 self, relation: &'life1 str, ) -> Pin<Box<dyn Future<Output = Result<Vec<f32>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Get relation embedding
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fn train<'life0, 'life1, 'life2, 'async_trait>( &'life0 mut self, triples: &'life1 [Triple], _config: &'life2 TrainingConfig, ) -> Pin<Box<dyn Future<Output = Result<TrainingMetrics>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait,

Train the embedding model
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fn save<'life0, 'life1, 'async_trait>( &'life0 self, _path: &'life1 str, ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Save model to file
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fn load<'life0, 'life1, 'async_trait>( &'life0 mut self, _path: &'life1 str, ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Load model from file

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