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The POC ARMA (Without Linear predictors ) #707

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merged 48 commits into from
Feb 16, 2022
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GavinSteiningerUber
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Description

This PR ads an ARMA model to orbit. This is a V0 and only has AR / MA terms.

Please include a summary of the change and which issue is fixed.
Removed the linear predictors
Fixes # (issue)
#691

Type of change

Please delete options that are not relevant.

  • [ x] New feature

How Has This Been Tested?

normal unit tests

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@edwinnglabs edwinnglabs left a comment

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Could you try make the following changes @GavinSteiningerUber

  • make minimal explanation what the examples/arma_test.ipynb is doing
  • make two suggested block where 1. to show the [1, 24] fit 2. another case to compare numeric result with statsmodel and show they are similar
  • get rid of the torch tensor print() it seems there are still some debug print there
  • provide level_first docstring
  • refresh the examples/arma_test.ipynb after all the changes to make sure the notebook outlook does reflect the latest change

@edwinnglabs edwinnglabs self-requested a review February 15, 2022 23:55
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LGTM

@edwinnglabs edwinnglabs merged commit 770b226 into dev Feb 16, 2022
@edwinnglabs edwinnglabs deleted the feat/arma-first-ver branch February 16, 2022 00:37
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2 participants