SyntacticModel

class mowl.base_models.SyntacticModel(*args, corpus_filepath=None, **kwargs)[source]

Base class for syntactic methods. By syntactic, we mean methods that use the syntax of the ontology to generate the corpus.

Parameters:: corpus_filepath (str) – the filepath where the corpus is saved. If None, the corpus file is saved in a temporary file.

Attributes Summary

`corpus`	Corpus generated from the ontology.
`corpus_filepath`	Path for saving the corpus.

Methods Summary

`generate_corpus`([save, with_annotations])	Generates the corpus of the training ontology.
`load_corpus`()	Loads the corpus from the corpus filepath.
`train`()	Abstract method for training the model.

Attributes Documentation

corpus

Corpus generated from the ontology.

corpus_filepath

Path for saving the corpus.

Methods Documentation

generate_corpus(save=True, with_annotations=False)[source]

Generates the corpus of the training ontology. It uses the Manchester OWL Syntax.

Parameters:

save (bool, optional) – if True, the corpus is saved into the model filepath, otherwise, the corpus is returned as a list of sentences. Default is True.
with_annotations (bool, optional) – if True, the corpus is generated with the annotations, otherwise, the corpus is generated only with the axioms. Default is False.

load_corpus()[source]

Loads the corpus from the corpus filepath.

Added in version 0.4.0.

train()[source]: Abstract method for training the model. This method must be implemented in children classes