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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

:shirt: Improve the code and the documentation #71

Closed o-laurent closed 7 months ago

codecov[bot] commented 8 months ago

Codecov Report

Attention: 6 lines in your changes are missing coverage. Please review.

Comparison is base (e4fd953) 98.49% compared to head (6785a34) 98.44%.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## dev #71 +/- ## ========================================== - Coverage 98.49% 98.44% -0.05% ========================================== Files 74 74 Lines 3784 3791 +7 Branches 470 473 +3 ========================================== + Hits 3727 3732 +5 - Misses 22 23 +1 - Partials 35 36 +1 ``` | [Flag](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS) | Coverage Δ | | |---|---|---| | [cpu](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS) | `98.44% <94.95%> (-0.05%)` | :arrow_down: | | [pytest](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS) | `98.44% <94.95%> (-0.05%)` | :arrow_down: | 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#carryforward-flags-in-the-pull-request-comment) to find out more. | [Files](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS) | Coverage Δ | | |---|---|---| | [...rch\_uncertainty/baselines/classification/resnet.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvYmFzZWxpbmVzL2NsYXNzaWZpY2F0aW9uL3Jlc25ldC5weQ==) | `98.14% <ø> (ø)` | | | [torch\_uncertainty/baselines/classification/vgg.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvYmFzZWxpbmVzL2NsYXNzaWZpY2F0aW9uL3ZnZy5weQ==) | `97.56% <ø> (ø)` | | | [...uncertainty/baselines/classification/wideresnet.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvYmFzZWxpbmVzL2NsYXNzaWZpY2F0aW9uL3dpZGVyZXNuZXQucHk=) | `98.07% <ø> (ø)` | | | [torch\_uncertainty/baselines/regression/mlp.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvYmFzZWxpbmVzL3JlZ3Jlc3Npb24vbWxwLnB5) | `100.00% <ø> (ø)` | | | [torch\_uncertainty/baselines/utils/parser\_addons.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvYmFzZWxpbmVzL3V0aWxzL3BhcnNlcl9hZGRvbnMucHk=) | `93.54% <ø> (ø)` | | | [torch\_uncertainty/datamodules/abstract.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvZGF0YW1vZHVsZXMvYWJzdHJhY3QucHk=) | `97.67% <ø> (ø)` | | | [torch\_uncertainty/datamodules/cifar10.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvZGF0YW1vZHVsZXMvY2lmYXIxMC5weQ==) | `100.00% <ø> (ø)` | | | [torch\_uncertainty/datamodules/cifar100.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvZGF0YW1vZHVsZXMvY2lmYXIxMDAucHk=) | `97.64% <ø> (ø)` | | | [torch\_uncertainty/datamodules/mnist.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvZGF0YW1vZHVsZXMvbW5pc3QucHk=) | `90.16% <ø> (ø)` | | | [torch\_uncertainty/datamodules/uci\_regression.py](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS#diff-dG9yY2hfdW5jZXJ0YWludHkvZGF0YW1vZHVsZXMvdWNpX3JlZ3Jlc3Npb24ucHk=) | `100.00% <ø> (ø)` | | | ... and [33 more](https://app.codecov.io/gh/ENSTA-U2IS/torch-uncertainty/pull/71?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ENSTA-U2IS) | |

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