Problem with Multivariate LSTM Forecasting

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Mohamed Nedal
Mohamed Nedal on 7 Apr 2020
Commented: Ehsan Kamjoo on 12 Jan 2021
Hello,
Kindly check the attached code with a data workspace example.
I would like to implement an LSTM network that forecasts an output (the last column) by means of 7 inputs.
When I run the code I get this error:
Error using trainNetwork (line 170)
To RESHAPE the number of elements must not change.
Error in multi_lstmOMNI_noStand2 (line 46)
net = trainNetwork(XTrain,YTrain,layers,options);
Caused by:
Error using reshape
To RESHAPE the number of elements must not change.
I would like to know how to fix it and how to proceed the prediction for any defined time step.
If you have also any suggestion to improve the code that would be great.
I'm still a novice with this. If you could help that would be much appreciated.
Thank you!
  1 Comment
Ehsan Kamjoo
Ehsan Kamjoo on 12 Jan 2021
Hi,
Have you found the answer? I have the same problem.
Thank you,

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