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Add SCINet modules and implement it as an imputation model #406

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merged 3 commits into from
May 12, 2024

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WenjieDu
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What does this PR do?

  1. fixing Add SCINet #405;

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 May 11, 2024

Pull Request Test Coverage Report for Build 9045213233

Details

  • 298 of 324 (91.98%) changed or added relevant lines in 8 files are covered.
  • 5 unchanged lines in 2 files lost coverage.
  • Overall coverage increased (+0.3%) to 82.745%

Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/imputation/scinet/model.py 70 73 95.89%
pypots/nn/modules/scinet/layers.py 98 107 91.59%
pypots/nn/modules/scinet/backbone.py 93 107 86.92%
Files with Coverage Reduction New Missed Lines %
pypots/nn/modules/etsformer/layers.py 2 96.6%
pypots/nn/modules/timesnet/layers.py 3 95.45%
Totals Coverage Status
Change from base Build 9019991548: 0.3%
Covered Lines: 8488
Relevant Lines: 10258

💛 - Coveralls

@WenjieDu WenjieDu marked this pull request as ready for review May 11, 2024 17:12
@WenjieDu WenjieDu merged commit b501b65 into dev May 12, 2024
7 of 8 checks passed
@WenjieDu WenjieDu deleted the (feat)add_scinet branch May 12, 2024 06:29
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2 participants