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Added function return_word_vector(self,word)... #84

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Added function return_word_vector(self,word)... #84

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18 changes: 18 additions & 0 deletions glove/glove.py
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Original file line number Diff line number Diff line change
Expand Up @@ -307,3 +307,21 @@ def most_similar_paragraph(self, paragraph, number=5, **kwargs):
paragraph_vector = self.transform_paragraph(paragraph, **kwargs)

return self._similarity_query(paragraph_vector, number)

def return_word_vector(self, word):
"""
returns glove vector corresponding to word
"""

if self.word_vectors is None:
raise Exception('Model must be fit before querying')

if self.dictionary is None:
raise Exception('No word dictionary supplied')

try:
word_idx = self.dictionary[word]
except KeyError:
raise Exception('Word not in dictionary')

return self.word_vectors[word_idx]