InductiveDataset

class InductiveDataset

Bases: object

Contains transductive train and inductive inference/validation/test datasets.

Attributes Summary

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

Methods Summary

summarize([title, show_examples, file])	Print a summary of the dataset.
summary_str([title, show_examples, end])	Make a summary string of all of the factories.

Attributes Documentation

create_inverse_triples: bool = True

All datasets should take care of inverse triple creation

inductive_validation: CoreTriplesFactory | None = None

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

Methods Documentation

summarize(title: str | None = None, show_examples: int | None = 5, file=None) → None

Print a summary of the dataset.

Parameters:

• title (str | None)

• show_examples (int | None)

Return type:

None

summary_str(title: str | None = None, show_examples: int | None = 5, end='\n') → str

Make a summary string of all of the factories.

Parameters:

• title (str | None)

• show_examples (int | None)

Return type:

str