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The solution should be what's called "temporal modeling". I've been trying to go as far as possible without it because it introduces significant complication in both the model and the training.
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/2 But I think things are coming together where it might make sense and be practical to do now. It' something I'm definitely aware of and it drives me nuts. That being said- we have a name for it- temporal modeling- but actually making it work is a whole other matter!
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