Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
If you sample 100 documents to feed into an iteration of SVI, gensim thinks your entire corpus is 100 documents long, even if you sampled it from a body of a million documents. You can’t tell gensim the size of your corpus in the update() method. gensim runs fine if you supply the entire corpus at