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I started modeling a linear regression problem using dense layers (layers.dense), which works fine. I am really excited, and now I am trying to model a time series linear regression problem using CNN, but from my research in this link Machine learning mastery

A CNN works well with sequence data, but my data isn’t sequential. My data set can be found here Stack overflow question.

Is there a multivariate time series/ time series neural network architecture that I can use for time series linear/nonlinear regression?

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  • $\begingroup$ That linked post is what you need. LTSM is an example. $\endgroup$ Commented Aug 18, 2019 at 4:04
  • $\begingroup$ Let me know if this problem has been solved and if I can delete the post. $\endgroup$
    – nbro
    Commented Dec 28, 2021 at 21:49

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