LazyInductiveDataset

class LazyInductiveDataset

Bases: InductiveDataset

An inductive dataset that has lazy loading.

Attributes Summary

inductive_inference	The inductive inference triples factory.
inductive_testing	The testing triples factory that share indices with the INDUCTIVE INFERENCE triples factory.
inductive_validation	The validation triples factory that shares indices with the INDUCTIVE INFERENCE triples factory.
transductive_training	The training triples factory.

Attributes Documentation

inductive_inference: CoreTriplesFactory

The inductive inference triples factory. MIGHT or MIGHT NOT share indices with the transductive train.

Return type:

TriplesFactory

inductive_testing: CoreTriplesFactory

A factory wrapping the testing triples, that share indices with the INDUCTIVE INFERENCE triples

Return type:

TriplesFactory

inductive_validation: CoreTriplesFactory | None

A factory wrapping the validation triples, that share indices with the INDUCTIVE INFERENCE triples

Return type:

Optional[TriplesFactory]

transductive_training: CoreTriplesFactory

A factory wrapping the training triples

Return type:

TriplesFactory