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Enabling to tune hyperparameters for outside models implemented with PyPOTS framework #269

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merged 3 commits into from
Dec 18, 2023

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WenjieDu
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What does this PR do?

enhance the hyperparameter tuning feature mentioned in #187, and make this feature available for models implemented with PyPOTS framework but not yet included in PyPOTS

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  • 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 Dec 15, 2023

Pull Request Test Coverage Report for Build 7219615511

  • 0 of 26 (0.0%) changed or added relevant lines in 2 files are covered.
  • 3 unchanged lines in 1 file lost coverage.
  • Overall coverage decreased (-0.3%) to 82.389%

Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/cli/tuning.py 0 13 0.0%
pypots/cli/utils.py 0 13 0.0%
Files with Coverage Reduction New Missed Lines %
pypots/cli/tuning.py 3 0.0%
Totals Coverage Status
Change from base Build 7219607015: -0.3%
Covered Lines: 4842
Relevant Lines: 5877

💛 - Coveralls

@WenjieDu WenjieDu merged commit a796dc2 into main Dec 18, 2023
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@WenjieDu WenjieDu added this to the v0.3 milestone Dec 18, 2023
@WenjieDu WenjieDu added enhancement New feature or request new feature Proposing to add a new feature labels Dec 18, 2023
@levisocool
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hello,又是我。想请教下PyPots目前有提供基于NNI自动调参的使用案例么?浏览了几次暂时没看到。

@WenjieDu
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@levisocool 谢谢关注,最近太忙了,没时间弄教程。可以在GitHub上follow我,我们很快会有一篇新论文带着代码一起释出,里面有使用PyPOTS和NNI调参的配置文件供你参考,你到时候可以及时收到提醒。也欢迎加入我们微信社区讨论。

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3 participants