Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
into training a model that doesn’t converge. Empirically, a value in the 0.7–0.8 range yields the best results. learning_offset (default = 10): determines the initial step size. A higher value results in a smaller initial step size. From experience, when the batch_size is small relative to the