nlp_architect.data.intent_datasets.SNIPS¶

class nlp_architect.data.intent_datasets.SNIPS(path, sentence_length=30, word_length=12)[source]¶

SNIPS dataset class

Parameters:	path (str) – dataset path sentence_length (int, optional) – max sentence length word_length (int, optional) – max word length

__init__(path, sentence_length=30, word_length=12)[source]¶: Initialize self. See help(type(self)) for accurate signature.

Methods

__init__(path[, sentence_length, word_length]) Initialize self.

Attributes

`char_vocab`	word character vocabulary
`char_vocab_size`	char vocabulary size
`files`
`intent_size`	intent label vocabulary size
`intents_vocab`	intent labels vocabulary
`label_vocab_size`	label vocabulary size
`tags_vocab`	labels vocabulary
`test_files`
`test_set`	test set
`train_files`
`train_set`	train set
`word_vocab`	tokens vocabulary
`word_vocab_size`	vocabulary size

char_vocab¶

word character vocabulary

Type:	dict

char_vocab_size¶

char vocabulary size

Type:	int

intent_size¶

intent label vocabulary size

Type:	int

intents_vocab¶

intent labels vocabulary

Type:	dict

label_vocab_size¶

label vocabulary size

Type:	int

tags_vocab¶

labels vocabulary

Type:	dict

test_files = ['AddToPlaylist/validate_AddToPlaylist.json', 'BookRestaurant/validate_BookRestaurant.json', 'GetWeather/validate_GetWeather.json', 'PlayMusic/validate_PlayMusic.json', 'RateBook/validate_RateBook.json', 'SearchCreativeWork/validate_SearchCreativeWork.json', 'SearchScreeningEvent/validate_SearchScreeningEvent.json']¶

test_set¶

test set

Type:	`tuple` of `numpy.ndarray`

train_files = ['AddToPlaylist/train_AddToPlaylist_full.json', 'BookRestaurant/train_BookRestaurant_full.json', 'GetWeather/train_GetWeather_full.json', 'PlayMusic/train_PlayMusic_full.json', 'RateBook/train_RateBook_full.json', 'SearchCreativeWork/train_SearchCreativeWork_full.json', 'SearchScreeningEvent/train_SearchScreeningEvent_full.json']¶

train_set¶

train set

Type:	`tuple` of `numpy.ndarray`

word_vocab¶

tokens vocabulary

Type:	dict

word_vocab_size¶

vocabulary size

Type:	int