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[D] Time series forecasting RNN fail

Here is full code

https://colab.research.google.com/drive/1gHkpsuSapDSUj3Q9kGwR6pWzVM1m1d8E

I took Bitcoin data, trained the model, if simply predict the test set, the result looks nice.

https://colab.research.google.com/drive/1gHkpsuSapDSUj3Q9kGwR6pWzVM1m1d8E#scrollTo=4r8XINzZUPxw

But when I tried to predict from the predicted values (its called stepwise?), the model fail and gives the same number.

Like here

https://colab.research.google.com/drive/1gHkpsuSapDSUj3Q9kGwR6pWzVM1m1d8E#scrollTo=7Q9xGm9MSjEB

Also i tried to make statefull copy of model (it suggested somewhere on stackoverflow), but it fail too:

https://colab.research.google.com/drive/1gHkpsuSapDSUj3Q9kGwR6pWzVM1m1d8E#scrollTo=-bsazaipc2LL

submitted by /u/hadaev
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