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Showing posts with the label Gensim

Calculate Perplexity Of Word2vec Model

I trained Gensim W2V model on 500K sentences (around 60K) words and I want to calculate the perplex… Read more Calculate Perplexity Of Word2vec Model

How To Get Cython And Gensim To Work With Pyspark

I'm running a Lubuntu 16.04 Machine with gcc installed. I'm not getting gensim to work with… Read more How To Get Cython And Gensim To Work With Pyspark

How To Get Similar Words Related To One Word?

I am trying to solve a nlp problem where i have a dict of words like : list_1={'phone':'… Read more How To Get Similar Words Related To One Word?

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

Combining/adding Vectors From Different Word2vec Models

I am using gensim to create Word2Vec models trained on large text corpora. I have some models based… Read more Combining/adding Vectors From Different Word2vec Models

Gensim Word2vec Print Log Loss

how to print to log (file or stout) the loss of each epoch in the training phase, when using gensim… Read more Gensim Word2vec Print Log Loss

Word2vec - What Is Best? Add, Concatenate Or Average Word Vectors?

I am working on a recurrent language model. To learn word embeddings that can be used to initialize… Read more Word2vec - What Is Best? Add, Concatenate Or Average Word Vectors?

Word2vec - Get Rank Of Similarity

Given I got a word2vec model (by gensim), I want to get the rank similarity between to words. For e… Read more Word2vec - Get Rank Of Similarity