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Save training logs into tensorboard files, enable setting num_workers of DataLoader, and add typing annotations #42

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merged 14 commits into from
Apr 8, 2023

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WenjieDu
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@WenjieDu WenjieDu commented Apr 8, 2023

In this PR, we mainly

  1. enable saving training logs into tensorboard files;
  2. enable setting num_workers of DataLoader;
  3. add typing annotations of functions;

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coveralls commented Apr 8, 2023

Pull Request Test Coverage Report for Build 4645441456

  • 351 of 391 (89.77%) changed or added relevant lines in 26 files are covered.
  • 4 unchanged lines in 4 files lost coverage.
  • Overall coverage decreased (-0.1%) to 84.932%

Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/classification/base.py 12 13 92.31%
pypots/classification/brits.py 23 24 95.83%
pypots/classification/grud.py 21 22 95.45%
pypots/classification/raindrop.py 22 23 95.65%
pypots/clustering/vader.py 36 37 97.3%
pypots/data/utils.py 9 10 90.0%
pypots/imputation/base.py 13 14 92.86%
pypots/imputation/saits.py 26 28 92.86%
pypots/clustering/base.py 10 13 76.92%
pypots/forecasting/base.py 10 13 76.92%
Files with Coverage Reduction New Missed Lines %
pypots/clustering/base.py 1 34.62%
pypots/forecasting/base.py 1 32.47%
pypots/forecasting/bttf.py 1 97.4%
pypots/imputation/locf.py 1 90.57%
Totals Coverage Status
Change from base Build 4635191765: -0.1%
Covered Lines: 2700
Relevant Lines: 3179

💛 - Coveralls

# Conflicts:
#	pypots/data/dataset_for_brits.py
#	pypots/data/load_preprocessing.py
#	pypots/data/load_specific_datasets.py
#	pypots/data/utils.py
…ency versions (#43)

* fix: remove fixed dependency versions;

* fix: lower python version from 3.11 to 3.10;

* fix: lower python version from 3.11 to 3.10;

* feat: add pytorch-scatter;

* fix: fine with python 3.10, try to upgrade to 3.11 again;

* fix: remove pyg dependencies to see if conda parsing error with python3.11 is caused by pyg;

* fix: decrease python version back to 3.10;
@WenjieDu WenjieDu merged commit 4646f5c into main Apr 8, 2023
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