LiteralModel

class LiteralModel(triples_factory, interaction, entity_representations=None, entity_representations_kwargs=None, combination=None, combination_kwargs=None, **kwargs)

Bases: ERModel[Tuple[FloatTensor, FloatTensor], FloatTensor, Tuple[FloatTensor, FloatTensor]]

Base class for models with entity literals that uses combinations from pykeen.nn.combinations.

Initialize the model.

Parameters:

• triples_factory (TriplesNumericLiteralsFactory) – the (training) triples factory

• interaction (Union[str, Interaction[FloatTensor, FloatTensor, FloatTensor], Type[Interaction[FloatTensor, FloatTensor, FloatTensor]], None]) – the interaction function

• entity_representations (Union[str, Representation, Type[Representation], None, Sequence[Union[str, Representation, Type[Representation], None]]]) – the entity representations (excluding the ones from literals)

• entity_representations_kwargs (Union[Mapping[str, Any], None, Sequence[Optional[Mapping[str, Any]]]]) – the entity representations keyword-based parameters (excluding the ones from literals)

• combination (Union[str, Combination, Type[Combination], None]) – the combination for entity and literal representations

• combination_kwargs (Optional[Mapping[str, Any]]) – keyword-based parameters for instantiating the combination

• kwargs – additional keyword-based parameters passed to ERModel.__init__()