Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
chances to find a great value. Grid search also often skips over narrow regions of good performance. LDA fitted using SVI has six tune-able hyperparameters (three if you go full-batch). If we want to try as few as three values for each hyperparameter, our grid search will go through 3⁶ = 729