Torch-uncertainty

Details

✨ Add evaluation of the metrics on a shifted dataset using the new --eval_shift argument
✨ Add a corrupted dataset
✨ Add new Packed layers
✨ Add the focal loss
👕 Plot segmentation results in the SegmentationRoutine
👕 Rework reliability diagrams for Calibration Error plot
➖ Make some dependencies
🐛 Fix corruption transforms

What's Changed
* :wrench: Maintenance and small improvements by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/114
* :bug: Fix OOD & Post Processing at the same time & other small changes by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/115
* :shirt: Complete metric overhaul, improve PP handling & fix Laplace by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/116
* :art: On the road to 0.3.0: Adding shift evaluation & more by alafage in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/117


**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.2.2...v0.3.0

What's Changed
* :shirt: Complete metric overhaul, improve PP handling & fix Laplace by alafage in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/116


**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.2.2.post1...v0.2.2.post2

What's Changed
* :bug: Fix OOD & Post Processing at the same time & other small changes by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/115


**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.2.2.post0...v0.2.2.post1

What's Changed
* :wrench: Maintenance and minor improvements by o-laurent and alafage in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/114


**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.2.2...v0.2.2.post0

What's Changed
* :shirt: Small fixes and improvements by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/109
* :sparkles: Add ChannelLayerNorm, Conflictual Loss, AUGRC & improve code quality by alafage in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/111


**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.2.1...v0.2.2

What's Changed

- We improve the handling of optional packages.
- We fix AURC metrics in the multi-GPU setting
- We improve the mc-dropout wrapper and its documentation

* :shirt: Small fixes and improvements by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/109

**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.2.1...v0.2.1.post0