Dataset¶
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class
Dataset
[source]¶ Bases:
object
Contains a lazy reference to a training, testing, and validation dataset.
Attributes Summary
The mapping of entity labels to IDs.
The number of entities.
The number of relations.
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 the normalized name of the dataset.
summarize
([title, file])Print a summary of the dataset.
summary_str
([title, end])Make a summary string of all of the factories.
Attributes Documentation
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entity_to_id
¶ The mapping of entity labels to IDs.
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num_entities
¶ The number of entities.
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num_relations
¶ The number of relations.
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relation_to_id
¶ The mapping of relation labels to IDs.
Methods Documentation
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classmethod
from_path
(path, ratios=None)[source]¶ Create a dataset from a single triples factory by splitting it in 3.
- Return type
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