How to count number of word embeddings in Gensim Word2Vec model
$begingroup$
I am trying to create a Word2Vec model of the the Pub Med Central corpus using the Gensim library and want to limit the total number of word embeddings to around 1 billion.
I have searched high and low and am unable to find out a) How to count the total number of word-embeddings in a saved model, and b) how to limit the total number of embeddings when training the model (once I hit 1 billion, then stop).
Please forgive my simpleton questions.
word2vec word-embeddings gensim
asked Aug 18 '18 at 18:36
horcle_buzzhorcle_buzz
1114
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bumped to the homepage by Community♦ 12 mins ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
$begingroup$
I am trying to create a Word2Vec model of the the Pub Med Central corpus using the Gensim library and want to limit the total number of word embeddings to around 1 billion.
I have searched high and low and am unable to find out a) How to count the total number of word-embeddings in a saved model, and b) how to limit the total number of embeddings when training the model (once I hit 1 billion, then stop).
Please forgive my simpleton questions.
word2vec word-embeddings gensim
asked Aug 18 '18 at 18:36
horcle_buzzhorcle_buzz
1114
$endgroup$
bumped to the homepage by Community♦ 12 mins ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
$begingroup$
I am trying to create a Word2Vec model of the the Pub Med Central corpus using the Gensim library and want to limit the total number of word embeddings to around 1 billion.
I have searched high and low and am unable to find out a) How to count the total number of word-embeddings in a saved model, and b) how to limit the total number of embeddings when training the model (once I hit 1 billion, then stop).
Please forgive my simpleton questions.
word2vec word-embeddings gensim
asked Aug 18 '18 at 18:36
horcle_buzzhorcle_buzz
1114
$endgroup$
I am trying to create a Word2Vec model of the the Pub Med Central corpus using the Gensim library and want to limit the total number of word embeddings to around 1 billion.
I have searched high and low and am unable to find out a) How to count the total number of word-embeddings in a saved model, and b) how to limit the total number of embeddings when training the model (once I hit 1 billion, then stop).
Please forgive my simpleton questions.
word2vec word-embeddings gensim
word2vec word-embeddings gensim
asked Aug 18 '18 at 18:36
horcle_buzzhorcle_buzz
1114
asked Aug 18 '18 at 18:36
horcle_buzzhorcle_buzz
1114
edited Aug 18 '18 at 20:47
horcle_buzz
asked Aug 18 '18 at 18:36
horcle_buzzhorcle_buzz
1114
asked Aug 18 '18 at 18:36
horcle_buzzhorcle_buzz
1114
asked Aug 18 '18 at 18:36
horcle_buzzhorcle_buzz
1114
1114
bumped to the homepage by Community♦ 12 mins ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
bumped to the homepage by Community♦ 12 mins ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
add a comment |
1 Answer
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Alright, after digging around in methods available to my loaded Word2Vec model I believe the answer is len(model.wv.vectors)...
answered Aug 18 '18 at 20:03
horcle_buzzhorcle_buzz
1114
$endgroup$
add a comment |
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1 Answer
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$begingroup$
Alright, after digging around in methods available to my loaded Word2Vec model I believe the answer is len(model.wv.vectors)...
answered Aug 18 '18 at 20:03
horcle_buzzhorcle_buzz
1114
$endgroup$
add a comment |
$begingroup$
Alright, after digging around in methods available to my loaded Word2Vec model I believe the answer is len(model.wv.vectors)...
answered Aug 18 '18 at 20:03
horcle_buzzhorcle_buzz
1114
$endgroup$
add a comment |
$begingroup$
Alright, after digging around in methods available to my loaded Word2Vec model I believe the answer is len(model.wv.vectors)...
answered Aug 18 '18 at 20:03
horcle_buzzhorcle_buzz
1114
$endgroup$
Alright, after digging around in methods available to my loaded Word2Vec model I believe the answer is len(model.wv.vectors)...
answered Aug 18 '18 at 20:03
horcle_buzzhorcle_buzz
1114
answered Aug 18 '18 at 20:03
horcle_buzzhorcle_buzz
1114
answered Aug 18 '18 at 20:03
horcle_buzzhorcle_buzz
1114
answered Aug 18 '18 at 20:03
horcle_buzzhorcle_buzz
1114
1114
add a comment |
add a comment |
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