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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
308 stars 20 forks source link

:sparkles: Add ChannelLayerNorm, Conflictual Loss, AUGRC & improve code quality #111

Closed alafage closed 2 months ago

codecov[bot] commented 2 months ago

Codecov Report

Attention: Patch coverage is 96.43836% with 13 lines in your changes missing coverage. Please review.

Project coverage is 98.88%. Comparing base (9ffec86) to head (d47f0f3). Report is 14 commits behind head on main.

Files with missing lines Patch % Lines
...ncertainty/metrics/classification/risk_coverage.py 91.66% 1 Missing and 2 partials :warning:
..._uncertainty/datamodules/classification/cifar10.py 33.33% 1 Missing and 1 partial :warning:
...uncertainty/datamodules/classification/cifar100.py 33.33% 1 Missing and 1 partial :warning:
...uncertainty/datamodules/classification/imagenet.py 33.33% 1 Missing and 1 partial :warning:
...ch_uncertainty/datamodules/classification/mnist.py 33.33% 1 Missing and 1 partial :warning:
...tainty/datamodules/classification/tiny_imagenet.py 33.33% 1 Missing and 1 partial :warning:
Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #111 +/- ## ========================================== + Coverage 98.73% 98.88% +0.14% ========================================== Files 132 132 Lines 6267 6273 +6 Branches 856 857 +1 ========================================== + Hits 6188 6203 +15 + Misses 33 27 -6 + Partials 46 43 -3 ``` | [Flag](https://app.codecov.io/gh/ENSTA-U2IS-AI/torch-uncertainty/pull/111/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/111/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS-AI) | `98.88% <96.43%> (+0.14%)` | :arrow_up: | | [pytest](https://app.codecov.io/gh/ENSTA-U2IS-AI/torch-uncertainty/pull/111/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS-AI) | `98.88% <96.43%> (+0.14%)` | :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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