Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
we should not use anything other than sklearn, we’ll refer to sklearn’s LDA function. We’ll discuss specifically the learning_method argument: “batch” vs “online” (SVI) is analogous to “IRLS” vs “SGD” in linear regression. Linear regression runs in O(n³). IRLS requires the entire dataset all at