Hi, @sherlock_holmes
I read your code and I found the blend and order of the layers in your model intriguing. I assume these were not randomly chosen; there is a reason for Dropout() and Dense() be placed where it is.
Would you mind explaining your reasoning a bit? I’m also using an LSTM for time-series prediction, but I’m so green to all of this. If you have a resource you used and proved helpful, I’d appreciate if you could share it.