Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
reasonable search space for hyperparameters Going by sklearn’s arguments, LDA has six tune-able hyperparameters: n_components (default = 10): the number of topics. Self-explanatory. doc_topic_prior (default = 1/n_components): the prior for local parameters. Bayesian priors is equivalent