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Showing posts with the label Word2vec

Difference Between Fasttext .vec And .bin File

I recently downloaded fasttext pretrained model for english. I got two files: wiki.en.vec wiki.en.… Read more Difference Between Fasttext .vec And .bin File

Gensim Phrases Usage To Filter N-grams

I am using Gensim Phrases to identify important n-grams in my text as follows. bigram = Phrases(doc… Read more Gensim Phrases Usage To Filter N-grams

How Can I Count Word Frequencies In Word2vec's Training Model?

I need to count the frequency of each word in word2vec's training model. I want to have output … Read more How Can I Count Word Frequencies In Word2vec's Training Model?

Gensim Equivalent Of Training Steps

Does gensim Word2Vec have an option that is the equivalent of 'training steps' in the Tenso… Read more Gensim Equivalent Of Training Steps

Word2vec Gensim Multiple Languages

This problem is going completely over my head. I am training a Word2Vec model using gensim. I have … Read more Word2vec Gensim Multiple Languages

Python Gensim Word2vec Vocabulary Key

I want to make word2vec with gensim. I heard that vocabulary corpus should be unicode so I converte… Read more Python Gensim Word2vec Vocabulary Key

Shared Memory Among Processes For Pre-trained Word2vec Model?

I have a look-up object, specifically a pre-trained word2vec model from gensim.models.keyedvectors.… Read more Shared Memory Among Processes For Pre-trained Word2vec Model?

Error In Extracting Phrases Using Gensim

I am trying to get the bigrams in the sentences using Phrases in Gensim as follows. from gensim.mod… Read more Error In Extracting Phrases Using Gensim