Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
be very inconsistent and random. This is the nature of any NLP problem. The objective function is multimodal while SVI LDA only fits to a single mode. Rerunning LDA with the exact same settings can yield different topics. Sometimes, we need more control over the topics LDA learns. For instance, a