Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
time by 10–20×. Let’s be conservative and say it gets training time down to 10%. Alternatively, someone inexperienced in LDA might start in sklearn but use the ‘batch’ mode. Going from full-batch variational inference to stochastic variational inference cuts the time down by a factor of 10×. This