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Can someone please provide me with a neat example about generating a sequence from a number using RNN? (Possibly without using NetGraph[].)

Edit: I'm trying to build an LSTM autoencoder, I have to take an embedding and generate a sequence, I'm trying to use a NetChain[] with different LongShortTermMemoryLayer[] but cannot figure out how to input a single number.

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  • $\begingroup$ Welcome to Mathematica.SE! I hope you will become a regular contributor. To get started, 1) take the introductory tour now, 2) when you see good questions and answers, vote them up by clicking the gray triangles, because the credibility of the system is based on the reputation gained by users sharing their knowledge, 3) remember to accept the answer, if any, that solves your problem, by clicking the checkmark sign, and 4) give help too, by answering questions in your areas of expertise. $\endgroup$
    – bbgodfrey
    Commented Jul 2, 2021 at 13:52
  • $\begingroup$ Please define RNN. $\endgroup$
    – bbgodfrey
    Commented Jul 2, 2021 at 13:53
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    $\begingroup$ Recurrent networks generally transform sequences to new sequences in much the same way as FoldList. They do not produce sequences from a single number. $\endgroup$ Commented Jul 2, 2021 at 14:29

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