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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

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

Creating Sequence Vector From Text In Python

I am now trying to prepare the input data for LSTM-based NN. I have some big number of text documen… Read more Creating Sequence Vector From Text In Python

Using Word2vecmodel.transform() Does Not Work In Map Function

I have built a Word2Vec model using Spark and save it as a model. Now, I want to use it in another … Read more Using Word2vecmodel.transform() Does Not Work In Map Function

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