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e Z d Z
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Ze dddd e dddd e Ze dd ej eej ej \ Z Z e de e dS dS )a\ This script allows to convert GloVe vectors into the word2vec. Both files are
presented in text format and almost identical except that word2vec includes
number of vectors and its dimension which is only difference regard to GloVe.
Notes
-----
GloVe format (a real example can be found on the
`Stanford site `_) ::
word1 0.123 0.134 0.532 0.152
word2 0.934 0.412 0.532 0.159
word3 0.334 0.241 0.324 0.188
...
word9 0.334 0.241 0.324 0.188
Word2Vec format (a real example can be found in the
`old w2v repository `_) ::
9 4
word1 0.123 0.134 0.532 0.152
word2 0.934 0.412 0.532 0.159
word3 0.334 0.241 0.324 0.188
...
word9 0.334 0.241 0.324 0.188
How to use
----------
.. sourcecode:: pycon
>>> from gensim.test.utils import datapath, get_tmpfile
>>> from gensim.models import KeyedVectors
>>> from gensim.scripts.glove2word2vec import glove2word2vec
>>>
>>> glove_file = datapath('test_glove.txt')
>>> tmp_file = get_tmpfile("test_word2vec.txt")
>>>
>>> _ = glove2word2vec(glove_file, tmp_file)
>>>
>>> model = KeyedVectors.load_word2vec_format(tmp_file)
Command line arguments
----------------------
.. program-output:: python -m gensim.scripts.glove2word2vec --help
:ellipsis: 0, -5
N)utils)
deprecated) KeyedVectorsc \ t j | d 5 }t d |D }ddd n # 1 swxY w Y t j | d 5 }t | dz
}ddd n # 1 swxY w Y ||fS )a Get number of vectors in provided `glove_file_name` and dimension of vectors.
Parameters
----------
glove_file_name : str
Path to file in GloVe format.
Returns
-------
(int, int)
Number of vectors (lines) of input file and its dimension.
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Parameters
----------
glove_input_file : str
Path to file in GloVe format.
word2vec_output_file: str
Path to output file.
Returns
-------
(int, int)
Number of vectors (lines) of input file and its dimension.
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