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Hi @patrickvankessel, I like your blog. I pass through the same process, thinking: "it's a big mess!". After some adjustments, with all topics "overcooked", I was shocked to see the incoherent results (to me)!
My question: you did not remove the stop word. I keep them before the last step in the process, but your topics maintained them. There was any reason?
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How do you predict topics for new documents? I faced an issue when calling the
model.predict()
for new documents.