LiteralModel

class LiteralModel(triples_factory, interaction, entity_representations=None, entity_representations_kwargs=None, relation_representations=None, relation_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 module.

Parameters

• triples_factory (TriplesNumericLiteralsFactory) – The triples factory facilitates access to the dataset.

• interaction (LiteralInteraction) – The interaction module (e.g., TransE)

• interaction_kwargs – Additional key-word based parameters given to the interaction module’s constructor, if not already instantiated.

• entity_representations (Union[str, Representation, Type[Representation], None, Sequence[Union[str, Representation, Type[Representation], None]]]) – The entity representation or sequence of representations

• entity_representations_kwargs (Union[Mapping[str, Any], None, Sequence[Optional[Mapping[str, Any]]]]) – additional keyword-based parameters for instantiation of entity representations

• relation_representations (Union[str, Representation, Type[Representation], None, Sequence[Union[str, Representation, Type[Representation], None]]]) – The relation representation or sequence of representations

• relation_representations_kwargs (Union[Mapping[str, Any], None, Sequence[Optional[Mapping[str, Any]]]]) – additional keyword-based parameters for instantiation of relation representations

• skip_checks – whether to skip entity representation checks.

• kwargs – Keyword arguments to pass to the base model