CODEWITHSUNDEEP
gensimword2vecdistributeddoc2vec
rolr
rolr

Reputation: 21

Gensim distributed Word2Vec & Doc2Vec

I would like to implement a distributed Topic Modeling Pipeline based on Gensim. Unfortunately, Gensim only supports distributed LSA and LDA. I read that Word2Vec and Doc2Vec tend to have better results than LSA and LDA. However, I also read about pretrained Word2Vec and Doc2Vec models. Is there a way to use Word2Vec or Doc2Vec in a distributed manner?

Upvotes: 0

Views: 118

Answers (1)

gojomo
gojomo

Reputation: 54173

Gensim include no support for distributed Word2Vec or Doc2Vec.

But also, many people who think they need distributed versions of these algorithms can actually achieve their goals on a single beefy machine.

Further, you can probably confirm or deny whether Word2Vec or Doc2Vec work better on your specific data/goals, rather than trusting some other claims you've read, via some single-machines tests long before concerning yourself with scaling/distribution issues.

Upvotes: 0

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