EagerInductiveDataset

class EagerInductiveDataset(transductive_training: CoreTriplesFactory, inductive_inference: CoreTriplesFactory, inductive_testing: CoreTriplesFactory, inductive_validation: CoreTriplesFactory | None = None, create_inverse_triples: bool = True)[source]

An eager inductive datasets.

Attributes Summary

`create_inverse_triples`	All datasets should take care of inverse triple creation
`inductive_inference`
`inductive_testing`	A factory wrapping the testing triples, that share indices with the INDUCTIVE INFERENCE triples
`inductive_validation`	A factory wrapping the validation triples, that share indices with the INDUCTIVE INFERENCE triples
`transductive_training`	A factory wrapping the training triples

Attributes Documentation

Parameters:

create_inverse_triples: bool = True: All datasets should take care of inverse triple creation

inductive_inference: CoreTriplesFactory = <dataclasses._MISSING_TYPE object>

inductive_testing: CoreTriplesFactory = <dataclasses._MISSING_TYPE object>: A factory wrapping the testing triples, that share indices with the INDUCTIVE INFERENCE triples

inductive_validation: CoreTriplesFactory | None = None: A factory wrapping the validation triples, that share indices with the INDUCTIVE INFERENCE triples

transductive_training: CoreTriplesFactory = <dataclasses._MISSING_TYPE object>: A factory wrapping the training triples