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gensim is the python library for topic modelling. multi-dimensional vector representation of words or sentences which preserves semantic meaning is computed through word2vec and doc2vec models.

1 vote

Fasttext error while loading wiki pre-trained data

Also, you could FastText Library directly without really having to install gensim to do the same. …
Nischal Hp's user avatar
5 votes

word2vec word embeddings creates very distant vectors, closest cosine similarity is still ve...

Let us try and understand how Word2Vector actually works before looking at distances: There are 2 ways of generating vectors for a word : Continuous bag of words Skip grams The following diagram …
Nischal Hp's user avatar