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ENSTA-U2IS-AI / torch-uncertainty

Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
https://torch-uncertainty.github.io
Apache License 2.0
223 stars 16 forks source link

:sparkles: Add grouping loss, Monte-Carlo Batch Normalization, OpenImage-O, MUAD & Improve code quality #80

Closed o-laurent closed 4 months ago

o-laurent commented 5 months ago

It remains to:

codecov[bot] commented 4 months ago

Codecov Report

Attention: 2 lines in your changes are missing coverage. Please review.

Comparison is base (8bf1e69) 98.63% compared to head (5de3568) 99.01%.

Files Patch % Lines
torch_uncertainty/routines/classification.py 96.29% 0 Missing and 2 partials :warning:
Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #80 +/- ## ========================================== + Coverage 98.63% 99.01% +0.37% ========================================== Files 79 84 +5 Lines 4093 4445 +352 Branches 514 571 +57 ========================================== + Hits 4037 4401 +364 + Misses 24 20 -4 + Partials 32 24 -8 ``` | [Flag](https://app.codecov.io/gh/ENSTA-U2IS-AI/torch-uncertainty/pull/80/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS-AI) | Coverage Δ | | |---|---|---| | [cpu](https://app.codecov.io/gh/ENSTA-U2IS-AI/torch-uncertainty/pull/80/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS-AI) | `99.01% <99.54%> (+0.37%)` | :arrow_up: | | [pytest](https://app.codecov.io/gh/ENSTA-U2IS-AI/torch-uncertainty/pull/80/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS-AI) | `99.01% <99.54%> (+0.37%)` | :arrow_up: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS-AI#carryforward-flags-in-the-pull-request-comment) to find out more.

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