Torch-uncertainty

What's Changed
* :hammer: Rework post-processing classes to take a `torch.utils.data.DataLoader` in their `.fit()` methods by o-laurent, alafage, fira7s
* :hammer: Improve the corruption transforms by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/144
* :hammer: All transforms rely on `torchvision.transforms.v2` by o-laurent
* :wrench: User changed-files again by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/147




**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.4.2...v0.4.3

What's Changed
* ⬆️ Bump tj-actions/changed-files from 42 to 46 in /.github/workflows by dependabot in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/148
* :bug: Fix for Lightning 2.5 by alafage in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/150


**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.4.3...v0.4.3.post0

What's Changed
* :bug: Fix MNIST test dataloader for shifted data by tonyzamyatin in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/135
* 🐳 Add Dockerfile and documentation for using Docker image by tonyzamyatin in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/134
* :hammer: Use `kornia`'s motion blur instead of `Wand`'s Gaussian motion blur by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/140
* ✨ LeNet BatchEnsemble and Deep Ensemble + minor bugfixes by tonyzamyatin in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/137
* :sparkles: Docker settings, BatchEnsemble utilities rework + minor fixes by alafage in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/141

New contributor

Thank you, tonyzamyatin, for your help adding features and finding small bugs!

**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.4.1...v0.4.2

What's Changed
* :ladder: Small fixes and improvements by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/129


**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.4.0...v0.4.1

The distributions for the regression and pixel-wise regression have been completely reworked through breaking changes. Have a look at the quality of life improvements to fix the code and use the last version if you are using the `RegressionRoutine` and/or `PixelRegressionRoutine`!

What's Changed
* :shirt: Change character per line limit to 100 & remove explicit dependencies from pyproject by o-laurent in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/124
* :hammer: Rework for Probabilistic Regression & Pixel Regression by alafage in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/125
* 🐛 Fix small MUAD dataset URL by sofiia-chorna in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/127
* :art: Rework Probabilistic Regression and add Packed-Transformer layers by alafage in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/126

New Contributors
* sofiia-chorna made their first contribution in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/127 thank you!

**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.3.1...v0.4.0

What's Changed
* :sparkles: Add UCI classification datasets, improve binary classification, add LS support for BCEWithLogitsLoss, remove dependencies by o-laurent and alafage in https://github.com/ENSTA-U2IS-AI/torch-uncertainty/pull/122

Thanks, alafage, for the review.

**Full Changelog**: https://github.com/ENSTA-U2IS-AI/torch-uncertainty/compare/v0.3.0...v0.3.1