Help improving time series prediction with LSTM on PyTorch
I think I was able to get it working now. What I did was to change the assigned nan value to 25 instead of 0 (which would be about the average) and normalize the values within the interval (-1,1) with a scaled sigmoid shifted on 25.
This is how it looks now: