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Add epoch counter for better tracking for train/test cycles

Open RyanHope opened this issue 9 years ago • 2 comments

RyanHope avatar Dec 02 '16 17:12 RyanHope

What is the concept of an epoch vs. an episode here?

matthiasplappert avatar Sep 19 '17 04:09 matthiasplappert

Sorry I am just getting back to this. One epoch is one train/test cycle, it's a concept used widely throughout the machine learning community. Right now every time fit() is called the episode count is reset which is annoying if you are trying to get a true count of how many episodes were run if fit() is called multiple times.

The concept of an epoch would also allow for annealing the learning parameters after N epochs instead of after N episodes.

RyanHope avatar Oct 29 '17 13:10 RyanHope