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Adding PatchTST, renaming d_innner into d_ffn, and refactoring Autofomer #326

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merged 7 commits into from
Mar 29, 2024

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WenjieDu
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What does this PR do?

  1. add PatchTST as an imputation method;
  2. rename d_innner into d_ffn;
  3. refactor Autofomer;

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 8472120672

Details

  • 162 of 172 (94.19%) changed or added relevant lines in 14 files are covered.
  • 1 unchanged line in 1 file lost coverage.
  • Overall coverage increased (+0.3%) to 82.098%

Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/nn/modules/transformer/layers.py 7 10 70.0%
pypots/imputation/patchtst/model.py 72 79 91.14%
Files with Coverage Reduction New Missed Lines %
pypots/cli/env.py 1 65.31%
Totals Coverage Status
Change from base Build 8449119065: 0.3%
Covered Lines: 5627
Relevant Lines: 6854

💛 - Coveralls

@WenjieDu WenjieDu merged commit a478836 into main Mar 29, 2024
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2 participants