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Showing posts with the label Word2vec

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

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

Ignore Out-of-vocabulary Words When Averaging Vectors In Spacy

I would like to use a pre-trained word2vec model in Spacy to encode titles by (1) mapping words to … Read more Ignore Out-of-vocabulary Words When Averaging Vectors In Spacy

Converting String Tokens Into Integers

I am trying to convert tokens of sentences into integers. But it is giving me floats. from nltk.to… Read more Converting String Tokens Into Integers

Tensorflow Word2vec Error

I downloaded source code of word2vec in github below. https://github.com/tensorflow/models/blob/mas… Read more Tensorflow Word2vec Error

Cannot Load Doc2vec Object Using Gensim

I am trying to load a pre-trained Doc2vec model using gensim and use it to map a paragraph to a vec… Read more Cannot Load Doc2vec Object Using Gensim

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