Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
to divide by zero. Topic coherence is useless for hyperparameter tuning. Traditionally, language models were evaluated using perplexity, defined as 2^entropy. However, this number can be exceedingly large with bad hyperparameters, resulting in numerical overflow errors. sklearn’s LDA has the score