1e981ddd0d31add41361fe7db6872c6d1fa32c8b,examples/quora_similarity.py,StaticVectors,__init__,#StaticVectors#Any#Any#,95

Before Change

class StaticVectors(Embed):
    def __init__(self, nlp, nO):
        Model.__init__(self)
        self.is_static = True
        self._id_map = PreshMap()
        self._id_map[0] = 0
        self.nM = nlp.vocab.vectors_length
        self.nO = nO
        self.nV = len(nlp.vocab)
        vectors = self.vectors
        for i, word in enumerate(nlp.vocab):

After Change

class StaticVectors(Embed):
    def __init__(self, nlp, nO):
        Embed.__init__(self,
            nO,
            nlp.vocab.vectors_length,
            len(nlp.vocab),
            is_static=True)
        vectors = self.vectors
        for i, word in enumerate(nlp.vocab):
            self._id_map[word.orth] = i+1
            vectors[i+1] = word.vector / (word.vector_norm or 1.)

Instances