Dataset¶

class Dataset[source]¶

Contains a lazy reference to a training, testing, and validation dataset.

Attributes Summary

`entity_to_id`	The mapping of entity labels to IDs.
`num_entities`	The number of entities.
`num_relations`	The number of relations.
`relation_to_id`	The mapping of relation labels to IDs.

Methods Summary

`from_path`(path[, ratios])	Create a dataset from a single triples factory by splitting it in 3.
`from_tf`(tf[, ratios])	Create a dataset from a single triples factory by splitting it in 3.
`get_normalized_name`()	Get the normalized name of the dataset.
`summarize`([title, file])	Print a summary of the dataset.
`summary_str`([title, show_examples, end])	Make a summary string of all of the factories.

Attributes Documentation

Methods Documentation

classmethod from_path(path, ratios=None)[source]¶

Create a dataset from a single triples factory by splitting it in 3.

static from_tf(tf, ratios=None)[source]¶

Create a dataset from a single triples factory by splitting it in 3.

classmethod get_normalized_name()[source]¶

Get the normalized name of the dataset.

summarize(title=None, file=None)[source]¶

Print a summary of the dataset.

summary_str(title=None, show_examples=5, end='\\n')[source]¶

Make a summary string of all of the factories.