LiteralModel

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

Bases: pykeen.models.nbase.ERModel[pykeen.typing.HeadRepresentation, pykeen.typing.RelationRepresentation, pykeen.typing.TailRepresentation]

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 (LiteralInteraction) – 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)

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