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Implement TimeMixer as an imputation model #499

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merged 3 commits into from
Sep 3, 2024
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WenjieDu
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@WenjieDu WenjieDu commented Sep 3, 2024

What does this PR do?

  1. fixing Add TimeMixer #397;

Before submitting

  • 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 Sep 3, 2024

Pull Request Test Coverage Report for Build 10679626391

Details

  • 266 of 416 (63.94%) changed or added relevant lines in 8 files are covered.
  • 3 unchanged lines in 2 files lost coverage.
  • Overall coverage decreased (-0.6%) to 83.282%

Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/imputation/timemixer/core.py 21 23 91.3%
pypots/imputation/timemixer/model.py 71 74 95.95%
pypots/nn/modules/timemixer/layers.py 83 97 85.57%
pypots/nn/modules/timemixer/backbone.py 77 208 37.02%
Files with Coverage Reduction New Missed Lines %
pypots/clustering/vader/model.py 1 85.43%
pypots/nn/modules/fedformer/layers.py 2 45.99%
Totals Coverage Status
Change from base Build 10389260249: -0.6%
Covered Lines: 10865
Relevant Lines: 13046

💛 - Coveralls

@WenjieDu WenjieDu merged commit 2c88db3 into dev Sep 3, 2024
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@WenjieDu WenjieDu deleted the (feat)add_timemixer branch September 3, 2024 08:59
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2 participants