Skip to content

Releases: ENSTA-U2IS-AI/torch-uncertainty

v0.4.1

21 Jan 14:54
@alafage alafage
v0.4.1
7d0d345
Compare
Choose a tag to compare
v0.4.1 Pre-release
Pre-release

What's Changed

Full Changelog: v0.4.0...v0.4.1

Contributors

o-laurent
Assets 2
Loading

v0.4.0 :sparkles: Rework distributions

06 Jan 17:09
@o-laurent o-laurent
v0.4.0
3a021d2
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
Compare
Choose a tag to compare
v0.4.0 :sparkles: Rework distributions Pre-release
Pre-release

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

  • 👕 Change character per line limit to 100 & remove explicit dependencies from pyproject by @o-laurent in #124
  • 🔨 Rework for Probabilistic Regression & Pixel Regression by @alafage in #125
  • 🐛 Fix small MUAD dataset URL by @sofiia-chorna in #127
  • 🎨 Rework Probabilistic Regression and add Packed-Transformer layers by @alafage in #126

New Contributors

Full Changelog: v0.3.1...v0.4.0

Contributors

alafage, o-laurent, and sofiia-chorna
Assets 2
Loading

v0.3.1 Add UCI classification datasets, improve binary classification, add LS support for BCEWithLogitsLoss, Remove dependencies

18 Nov 09:39
@o-laurent o-laurent
v0.3.1
d482189
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
Compare
Choose a tag to compare
v0.3.1 Add UCI classification datasets, improve binary classification, add LS support for BCEWithLogitsLoss, Remove dependencies Pre-release
Pre-release

What's Changed

  • ✨ Add UCI classification datasets, improve binary classification, add LS support for BCEWithLogitsLoss, remove dependencies by @o-laurent and @alafage in #122

Thanks, @alafage, for the review.

Full Changelog: v0.3.0...v0.3.1

Contributors

alafage and o-laurent
Assets 2
Loading

v0.3.0 Add distribution shift evaluation & more

22 Oct 14:15
@o-laurent o-laurent
v0.3.0
e0b7a54
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
Compare
Choose a tag to compare
v0.3.0 Add distribution shift evaluation & more Pre-release
Pre-release

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

  • 🔧 Maintenance and small improvements by @o-laurent in #114
  • 🐛 Fix OOD & Post Processing at the same time & other small changes by @o-laurent in #115
  • 👕 Complete metric overhaul, improve PP handling & fix Laplace by @o-laurent in #116
  • 🎨 On the road to 0.3.0: Adding shift evaluation & more by @alafage in #117

Full Changelog: v0.2.2...v0.3.0

Contributors

alafage and o-laurent
Assets 2
Loading

v0.2.2.post2 Improve metrics plotting, PP handling and fix the Laplace wrapper

02 Oct 09:01
@o-laurent o-laurent
v0.2.2.post2
74e641a
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
Compare
Choose a tag to compare
v0.2.2.post2 Improve metrics plotting, PP handling and fix the Laplace wrapper Pre-release
Pre-release

What's Changed

  • 👕 Complete metric overhaul, improve PP handling & fix Laplace by @alafage in #116

Full Changelog: v0.2.2.post1...v0.2.2.post2

Contributors

alafage
Assets 2
Loading

v0.2.2.post1 Small fixes and improvements

29 Sep 21:34
@o-laurent o-laurent
v0.2.2.post1
7df97be
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
Compare
Choose a tag to compare
v0.2.2.post1 Small fixes and improvements Pre-release
Pre-release

What's Changed

  • 🐛 Fix OOD & Post Processing at the same time & other small changes by @o-laurent in #115

Full Changelog: v0.2.2.post0...v0.2.2.post1

Contributors

o-laurent
Assets 2
Loading

Maintenance and minor improvements

24 Sep 10:04
@alafage alafage
v0.2.2.post0
58e5ad1
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
Compare
Choose a tag to compare
Maintenance and minor improvements Pre-release
Pre-release

What's Changed

Full Changelog: v0.2.2...v0.2.2.post0

Contributors

alafage and o-laurent
Assets 2
Loading

✨ Add ChannelLayerNorm, Conflictual Loss, AUGRC & improve code quality

04 Sep 13:19
@o-laurent o-laurent
v0.2.2
8dc7b3f
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
Compare
Choose a tag to compare
✨ Add ChannelLayerNorm, Conflictual Loss, AUGRC & improve code quality Pre-release
Pre-release

What's Changed

  • 👕 Small fixes and improvements by @o-laurent in #109
  • ✨ Add ChannelLayerNorm, Conflictual Loss, AUGRC & improve code quality by @alafage in #111

Full Changelog: v0.2.1...v0.2.2

Contributors

alafage and o-laurent
Assets 2
Loading

:shirt: Minor improvements

17 Jul 11:58
@o-laurent o-laurent
v0.2.1.post0
b978306
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
Compare
Choose a tag to compare
:shirt: Minor improvements Pre-release
Pre-release

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

Full Changelog: v0.2.1...v0.2.1.post0

Contributors

o-laurent
Assets 2
Loading

v0.2.1 Add Checkpoint Ensembles, EMA, SWA, & SWAG, LaplaceApprox & ABNN

26 Jun 21:03
@o-laurent o-laurent
v0.2.1
1c90613
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
Compare
Choose a tag to compare
v0.2.1 Add Checkpoint Ensembles, EMA, SWA, & SWAG, LaplaceApprox & ABNN Pre-release
Pre-release

What's Changed

  • ✨ Add LPBNN in #90
  • ✨ Implement Adaptive ECE metric by @qbouniot in #92
  • ✨ Finalize Depth Estimation, add DeeplabV3, & Add Selective Classification in #88
  • ✨ Add LPBNN, Adaptive ECE, start supporting Depth estimation & Improve segmentation in #93
  • 🐛 Fix documentation in #95
  • ✨ Add a Laplace wrapper in #96
  • ✨ Add trajectory models, including Snapshot Ensembles in #101
  • ✨ Refactor wrappers & PP, Add Checkpoint Ensembles, EMA, SWA, & SWAG, Add LaplaceApprox & ABNN in #98

Thanks to @alafage for the review.

Full Changelog: v0.2.0...v0.2.1

What's Changed

  • ✨ Add LPBNN by @o-laurent in #90
  • ✨ Implement Adaptive ECE metric by @qbouniot in #92
  • ✨ Finalize Depth Estimation, add DeeplabV3, & Add Selective Classification by @o-laurent in #88
  • ✨ Add LPBNN, Adaptive ECE, start supporting Depth estimation & Improve segmentation by @o-laurent in #93
  • 🐛 Fix documentation by @o-laurent in #95
  • ✨ Add a Laplace wrapper by @o-laurent in #96
  • ✨ Add trajectory models including Snapshot Ensembles by @o-laurent in #101
  • ✨ Refactor wrappers & PP, Add Checkpoint Ensembles, EMA, SWA, & SWAG, Add LaplaceApprox & ABNN by @o-laurent in #98
  • ⚡ Bump version by @o-laurent in #108

Full Changelog: v0.2.0...v0.2.1

Contributors

qbouniot, alafage, and o-laurent
Assets 2
Loading