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Add PatchTST as an imputation model #323

Merged
merged 2 commits into from
Mar 28, 2024
Merged

Add PatchTST as an imputation model #323

merged 2 commits into from
Mar 28, 2024

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WenjieDu
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What does this PR do?

  1. add PatchTST as an imputation method, as suggested in New Model #295;

Before submitting

  • This PR is made to fix a typo or improve the docs (you can dismiss the other checks if this is the case).
  • Was this discussed/approved via a GitHub issue? Please add a link to it if that's the case.
  • I have commented my code, particularly in hard-to-understand areas.
  • I have written necessary tests and already run them locally.

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coveralls commented Mar 28, 2024

Pull Request Test Coverage Report for Build 8471551139

Warning: This coverage report may be inaccurate.

This pull request's base commit is no longer the HEAD commit of its target branch. This means it includes changes from outside the original pull request, including, potentially, unrelated coverage changes.

Details

  • 150 of 157 (95.54%) changed or added relevant lines in 9 files are covered.
  • 1 unchanged line in 1 file lost coverage.
  • Overall coverage increased (+0.3%) to 82.083%

Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/imputation/patchtst/model.py 72 79 91.14%
Files with Coverage Reduction New Missed Lines %
pypots/imputation/usgan/model.py 1 88.0%
Totals Coverage Status
Change from base Build 8471480471: 0.3%
Covered Lines: 5626
Relevant Lines: 6854

💛 - Coveralls

@WenjieDu WenjieDu merged commit c5d911d into dev Mar 28, 2024
7 of 9 checks passed
@WenjieDu WenjieDu deleted the (feat)add_patchtst branch March 28, 2024 18:17
@WenjieDu WenjieDu changed the title Adding PatchTST as an imputation model Add PatchTST as an imputation model Mar 30, 2024
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2 participants