Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
iterations. Going down to 60 using random search to (usually) get better results is a no-brainer. Random search should be configured to sample “smartly”. n_components can be sampled from a discrete uniform, but other hyperparameters like doc_topic_prior should be sampled from a lognormal or