Incremental generation of tf-idf matrix
Jan. 29, 2020
2:44 p.m.
Hi, I seem that even if there is a slight change in the corpus, I have to run TfidfVectorizer on the whole corpus again. This can be time-consuming especially for large corpora. Is there a way to generate the tf-idf matrix incrementally so that if there is a slight change in the corpus, it will just take a little time instead of a lot of time to generate the tf-idf matrix? Thanks. -- Regards, Peng
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Peng Yu