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ENSTA-U2IS-AI
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torch-uncertainty
Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
https://torch-uncertainty.github.io
Apache License 2.0
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:shirt: Change character per line limit to 100 & remove explicit dependencies from pyproject
#124
o-laurent
closed
1 week ago
1
Question about ABNN Implementation
#123
ss-hyun
opened
1 week ago
0
:sparkles: Add UCI classification datasets, improve binary classification, add LS support for BCEWithLogitsLoss, remove dependencies
#122
o-laurent
closed
1 week ago
1
:bug: ModuleNotFoundError: No module named 'huggingface_hub.errors'
#121
xingluzheshuai
closed
1 week ago
1
:bug: About configuration
#120
SydCS
opened
3 weeks ago
2
About the WideResNet and DeeplabV3+ baseline accuracy
#119
Autochthonal
opened
3 weeks ago
1
✨ Enhancement on the output presentation
#118
Autochthonal
opened
3 weeks ago
2
:art: On the road to 0.3.0: Adding shift evaluation & more
#117
alafage
closed
1 month ago
1
:shirt: Complete metric overhaul, improve PP handling & fix Laplace
#116
o-laurent
closed
1 month ago
1
:bug: Fix OOD & Post Processing at the same time & other small changes
#115
o-laurent
closed
1 month ago
0
:wrench: Maintenance and small improvements
#114
o-laurent
closed
2 months ago
2
:bug:Training with WideResNetBaseline
#113
Autochthonal
closed
3 weeks ago
13
Demo on pre-trained checkpoints for Tiny Imagenet
#112
nkotelevskii
closed
2 months ago
3
:sparkles: Add ChannelLayerNorm, Conflictual Loss, AUGRC & improve code quality
#111
alafage
closed
2 months ago
1
Inquery about the dimension of input and output
#110
luli191
closed
2 months ago
9
:shirt: Small fixes and improvements
#109
o-laurent
closed
4 months ago
1
:zap: Bump version
#108
o-laurent
closed
5 months ago
0
Pytorch Lightning Model Question
#107
calvinp0
closed
4 months ago
6
Finetuning techiques
#103
bhack
opened
5 months ago
0
Add Readme guide for experiment
#102
bhack
opened
5 months ago
1
:sparkles: Add trajectory models including Snapshot Ensembles
#101
o-laurent
closed
5 months ago
1
:sparkles: Add snapshot ensembles
#100
o-laurent
closed
5 months ago
0
🐛 plot Calibration error
#99
mrynik
closed
5 months ago
1
:sparkles: Refactor wrappers & PP, Add Checkpoint Ensembles, EMA, SWA, & SWAG, Add LaplaceApprox & ABNN
#98
o-laurent
closed
5 months ago
1
:sparkles: Add conformal prediction
#97
o-laurent
opened
5 months ago
0
:sparkles: Add a Laplace wrapper
#96
o-laurent
closed
5 months ago
1
:bug: Fix documentation
#95
o-laurent
closed
6 months ago
1
:shirt: Add segmentation output plots
#94
o-laurent
closed
1 month ago
0
:sparkles: Add LPBNN, Adaptive ECE, start supporting Depth estimation & Improve segmentation
#93
o-laurent
closed
6 months ago
1
:sparkles: Implement Adaptive ECE metric
#92
qbouniot
closed
7 months ago
2
:bug: Reduce the memory usage of the segmentation metrics
#91
o-laurent
closed
6 months ago
0
:sparkles: Add LPBNN
#90
o-laurent
closed
7 months ago
1
:sparkles: Implement LPBNN
#89
o-laurent
closed
6 months ago
0
:sparkles: Finalize Depth Estimation, add DeeplabV3, & Add Selective Classification
#88
o-laurent
closed
6 months ago
1
:sparkles: Add Superpixel-Mix augmentation for Segmentation models
#87
o-laurent
opened
8 months ago
0
:bug: The Grouping Loss test does not always pass
#86
o-laurent
closed
8 months ago
0
:rocket: Update to Lightning 2.0, Add Segmentation, & Rework Regression
#85
o-laurent
closed
8 months ago
1
:sparkles: Add support for Monocular depth estimation
#84
o-laurent
closed
5 months ago
0
:sparkles: Add the Adaptive Calibration Error (ECE with adaptive bins)
#83
o-laurent
closed
6 months ago
0
:heavy_minus_sign: Avoid using Argvcontext in tutorials
#82
o-laurent
closed
9 months ago
0
add cli-test-helpers to dependencies lists
#81
tanutarou
closed
9 months ago
3
:sparkles: Add grouping loss, Monte-Carlo Batch Normalization, OpenImage-O, MUAD & Improve code quality
#80
o-laurent
closed
9 months ago
1
🚀 Upgrade to Lightning 2.0
#79
alafage
closed
8 months ago
1
:sparkles: Add Monte-Carlo Batch Normalization
#78
o-laurent
closed
10 months ago
2
:sparkles: Add the grouping loss to single model training
#77
o-laurent
closed
10 months ago
1
:sparkles: Add ResNet-20, corruptions and improve docs
#76
o-laurent
closed
10 months ago
1
⬆️ Bump tj-actions/changed-files from 34 to 41 in /.github/workflows
#75
dependabot[bot]
closed
10 months ago
0
:wrench: Update sphinx dependency
#74
o-laurent
closed
11 months ago
1
:bug: Fix Monte-Carlo Dropout
#73
o-laurent
closed
11 months ago
1
:bug: issue concerning the interaction of MC-Dropout and the other methods
#72
haofanwang
closed
11 months ago
2
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