I did not see a category for noob question or tabular data. Let me know if I need to be in a different category.
I am just learning the basics of Pytorch. I am confused as to why I am getting NAs or poor predictions. My input data was generated from a simple polynomial.
Learning rate scheduling is more of an art than a science in my opinion, but some kind of schedule that decays by an order of magnitude every some number of epochs is an okay baseline to start from. I’d look up the canonical graphs of “learning rate too high” (loss not really decreasing or exploding), “learning rate too low” (loss decreasing steadily/slowly for a long time but not leveling off) as well.