Having some trouble with an RNN generating flat forecast

Original article was published by /u/Perc_Nowitzki_ on Deep Learning

I have adjusted everything and can not get it to forecast properly. Please feel free to tell me some ideas as I’m fresh out of them.

So basically I have a RNN using a a time series generator and the model runs fine but at the end I’m getting a full sequence prediction not a step by step so I have torn the model apart trying to figure this out with still no luck I thought it was just under fitting at first but after changing everything around its definitely just a full sequence prediction. I must use the time series generator on this so I can’t just create a loop reshaping the array and setting steps https://stackoverflow.com/questions/56022318/lstm-in-python-generating-flat-forecasts

That is the exact same problem but the guy never posted a result/fix. I am more than happy to share the code.

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