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[BUGFIX] fix the np.error in gensim_vec.W2V.infer_vector #75

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Merged
merged 1 commit into from
Sep 2, 2021
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[BUGFIX] fix the np.error in gensim_vec.W2V.infer_vector #75

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4 changes: 2 additions & 2 deletions EduNLP/Vector/gensim_vec.py
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Original file line number Diff line number Diff line change
Expand Up @@ -62,8 +62,8 @@ def __getitem__(self, item):
return self.wv[item] if item not in self.constants else np.zeros((self.vector_size,))

def infer_vector(self, items, agg="mean", *args, **kwargs) -> np.ndarray:
tokens = self.infer_tokens(items, *args, **kwargs)
return eval("np.%s" % agg)(tokens, axis=1)
token_vectors = self.infer_tokens(items, *args, **kwargs)
return [eval("np.%s" % agg)(item, axis=0) for item in token_vectors]

def infer_tokens(self, items, *args, **kwargs) -> list:
return [list(self(*item)) for item in items]
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