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Showing posts with the label Word2vec

Python: Clustering Similar Words Based On Word2vec

This might be the naive question which I am about to ask. I have a tokenized corpus on which I have… Read more Python: Clustering Similar Words Based On Word2vec

Ensure The Gensim Generate The Same Word2vec Model For Different Runs On The Same Data

In LDA model generates different topics everytime i train on the same corpus , by setting the np.ra… Read more Ensure The Gensim Generate The Same Word2vec Model For Different Runs On The Same Data

When Should I Consider To Use Pretrain-model Word2vec Model Weights?

Suppose my corpus is reasonably large - having tens-of-thousands of unique words. I can either use … Read more When Should I Consider To Use Pretrain-model Word2vec Model Weights?

Pairwise Earth Mover Distance Across All Documents (word2vec Representations)

Is there a library that will take a list of documents and en masse compute the nxn matrix of distan… Read more Pairwise Earth Mover Distance Across All Documents (word2vec Representations)

How To Break The Word2vec Training From A Callback Function?

I am training a skipgram model using gensim word2vec. I would like to exit the training before reac… Read more How To Break The Word2vec Training From A Callback Function?

Spacy: How To Load Google News Word2vec Vectors?

I've tried several methods of loading the google news word2vec vectors (https://code.google.com… Read more Spacy: How To Load Google News Word2vec Vectors?

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

How To Find The Closest Word To A Vector Using Word2vec

I have just started using Word2vec and I was wondering how can we find the closest word to a vector… Read more How To Find The Closest Word To A Vector Using Word2vec