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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.

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Doc2vec(gensim) - How can I infer unseen sentences’ label?

This is why Gensim has not built in a function to support this. … Even fixing the random seed may not work; there are so many other variables that can affect its convergence please see first answer on https://github.com/RaRe-Technologies/gensim/issues/374 . …
Francisco Vargas's user avatar