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Add models US-GAN and GP-VAE, update docs, refactor testing cases, add cal_internal_cluster_validation_metrics() #190

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merged 22 commits into from
Sep 21, 2023

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WenjieDu
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What does this PR do?

  1. fixing Add GP-VAE/USGAN #175, adding US-GAN and GP-VAE;
  2. update docs;
  3. refactor testing cases;
  4. add pypots.utils.metrics.cal_internal_cluster_validation_metrics();

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 Sep 21, 2023

Pull Request Test Coverage Report for Build 6263888182

  • 0 of 492 (0.0%) changed or added relevant lines in 17 files are covered.
  • 2976 unchanged lines in 72 files lost coverage.
  • Overall coverage decreased (-82.8%) to 0.0%

Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/base.py 0 1 0.0%
pypots/classification/grud/data.py 0 1 0.0%
pypots/imputation/brits/data.py 0 1 0.0%
pypots/imputation/mrnn/module.py 0 1 0.0%
pypots/data/saving.py 0 2 0.0%
pypots/imputation/gpvae/init.py 0 2 0.0%
pypots/imputation/saits/data.py 0 2 0.0%
pypots/imputation/usgan/init.py 0 2 0.0%
pypots/imputation/init.py 0 3 0.0%
pypots/data/base.py 0 4 0.0%
Files with Coverage Reduction New Missed Lines %
pypots/utils/init.py 1 0.0%
pypots/classification/brits/init.py 2 0.0%
pypots/classification/grud/init.py 2 0.0%
pypots/classification/raindrop/init.py 2 0.0%
pypots/clustering/crli/init.py 2 0.0%
pypots/clustering/vader/data.py 2 0.0%
pypots/clustering/vader/init.py 2 0.0%
pypots/data/load_preprocessing.py 2 0.0%
pypots/forecasting/bttf/init.py 2 0.0%
pypots/forecasting/init.py 2 0.0%
Totals Coverage Status
Change from base Build 6221803488: -82.8%
Covered Lines: 0
Relevant Lines: 4107

💛 - Coveralls

@WenjieDu WenjieDu merged commit f7cf793 into main Sep 21, 2023
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3 participants