Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
exception. The performance difference isn’t even close. Let’s compare it against two popular packages for fitting an LDA model: mallet uses collapsed Gibbs sampling, an MCMC algorithm. (If you’d like to learn more about MCMC, check out my article.) MCMC is notoriously slow and not scalable. Even