Update training tutorial

This commit is contained in:
Ines Montani 2016-10-21 00:58:38 +02:00
parent f8322a69e7
commit 2251abb236

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@ -27,12 +27,13 @@ p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/examples/training/train_t
from spacy.vocab import Vocab from spacy.vocab import Vocab
from spacy.pipeline import EntityRecognizer from spacy.pipeline import EntityRecognizer
from spacy.tokens import Doc from spacy.tokens import Doc
from spacy.gold import GoldParse
vocab = Vocab() vocab = Vocab()
entity = EntityRecognizer(vocab, entity_types=['PERSON', 'LOC']) entity = EntityRecognizer(vocab, entity_types=['PERSON', 'LOC'])
doc = Doc(vocab, words=['Who', 'is', 'Shaka', 'Khan', '?']) doc = Doc(vocab, words=['Who', 'is', 'Shaka', 'Khan', '?'])
entity.update(doc, ['O', 'O', 'B-PERSON', 'L-PERSON', 'O']) entity.update(doc, GoldParse(doc, entities=['O', 'O', 'B-PERSON', 'L-PERSON', 'O']))
entity.model.end_training() entity.model.end_training()
@ -49,8 +50,7 @@ p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/examples/training/train_n
parser = DependencyParser(vocab, labels=['nsubj', 'compound', 'dobj', 'punct']) parser = DependencyParser(vocab, labels=['nsubj', 'compound', 'dobj', 'punct'])
doc = Doc(vocab, words=['Who', 'is', 'Shaka', 'Khan', '?']) doc = Doc(vocab, words=['Who', 'is', 'Shaka', 'Khan', '?'])
parser.update(doc, [(1, 'nsubj'), (1, 'ROOT'), (3, 'compound'), (1, 'dobj'), parser.update(doc, GoldParse(doc, heads=[1, 1, 3, 1, 1,], deps=['nsubj', 'ROOT', 'compound', 'dobj', 'punct']))
(1, 'punct')])
parser.model.end_training() parser.model.end_training()