Reshape LSTM Layer Input Tensorformat

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I have a table with 4700 rows and 50 columns. The last 3 columns should be predicted. How do I have to set up my X and my y to be able to enter it in an LSTM layer?

X = (?, ?, ?)

y = (?, ?)

I already tried to solve the issue but if I enter the following I get an error

X = (1, 4700, 47)

y = (4700, 3)

Thank you for any help

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