Body: <p>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 <a href="https://machinelearningmastery.com/keras-functional-api-deep-learning/" rel="nofollow noreferrer">Machine learning mastery</a></p>
  
  <p>A CNN works well with sequence data, but my data isn’t sequential. My data set can be found here <a href="https://stackoverflow.com/questions/57224353/is-my-training-data-set-too-complex-for-my-neural-network">Stack overflow question</a>.</p>
  
  <p>Is there a multivariate time series/ time series neural network architecture that I can use for time series linear/nonlinear regression?</p>
  
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2019-08-18T04:04:51.067Z
Comments.Text: That linked post is what you need. LTSM is an example.
Comments.UserDisplayName: hisairnessag3
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2021-12-28T21:49:40.820Z
Comments.Text: Let me know if this problem has been solved and if I can delete the post.
Comments.UserDisplayName: nbro
Tags: <neural-networks><keras><regression><time-series>
Title: What are the possible neural network architecture for linear regression or time series regression?
UserDisplayName: Jun Liu
ThreadText: # What are the possible neural network architecture for linear regression or time series regression?
  
  (Asked by: username_0 on 2019-07-29)
  
  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](https://machinelearningmastery.com/keras-functional-api-deep-learning/)
  
  A CNN works well with sequence data, but my data isn’t sequential. My data set can be found here [Stack overflow question](https://stackoverflow.com/questions/57224353/is-my-training-data-set-too-complex-for-my-neural-network).
  
  Is there a multivariate time series/ time series neural network architecture that I can use for time series linear/nonlinear regression?
  
  **Tags:** neural-networks, keras, regression, time-series
  > **Comments:**
  > **username_1**: That linked post is what you need. LTSM is an example.  
  > **username_2**: Let me know if this problem has been solved and if I can delete the post.  
  
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  ## 0 answers
  
  