Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
method, an approximation of what should be proportional to the negative entropy. Use sklearn’s score. Higher score is better. (If the score method still runs into overflow issues, you’ll have to create the log-perplexity method yourself.) Bonus tip: you can create priors for topics LDA’s output can