Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
SVI. Think of it as an inaccurate compass. The higher the batch_size, the more certain you are of taking a step in the right direction, but the longer it takes to compute. From my experience, 128 is too low as the steps go in the wrong direction too often, making it much harder for the model to