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Solving #50 #97

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9 changes: 7 additions & 2 deletions glove/glove.py
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Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,7 @@
import numpy as np
import scipy.sparse as sp
import numbers
import sys

from .glove_cython import fit_vectors, transform_paragraph

Expand Down Expand Up @@ -163,8 +164,12 @@ def transform_paragraph(self, paragraph, epochs=50, ignore_missing=False):

random_state = check_random_state(self.random_state)

word_ids = np.array(cooccurrence.keys(), dtype=np.int32)
values = np.array(cooccurrence.values(), dtype=np.float64)
if (sys.version_info.major < 3):
word_ids = np.array(cooccurrence.keys(), dtype=np.int32)
values = np.array(cooccurrence.values(), dtype=np.float64)
else:
word_ids = np.array(list(cooccurrence.keys()), dtype=np.int32)
values = np.array(list(cooccurrence.values()), dtype=np.float64)
shuffle_indices = np.arange(len(word_ids), dtype=np.int32)

# Initialize the vector to mean of constituent word vectors
Expand Down