Data

Tools

Indexes

Applications

Experiments

Issues

An open API service for providing issue and pull request metadata for open source projects.

GitHub / ensta-u2is-ai/torch-uncertainty issues and pull requests

#180 - :hammer: Update Regression support

Pull Request - State: open - Opened by alafage 2 months ago - 1 comment

#178 - :zap: Version 0.5.1

Pull Request - State: closed - Opened by o-laurent 2 months ago - 2 comments

#177 - :hammer: SegmentationRoutine supports OOD detection

Pull Request - State: closed - Opened by alafage 3 months ago - 1 comment

#176 - :hammer: Put ECE in %

Issue - State: closed - Opened by o-laurent 3 months ago
Labels: enhancement

#174 - :bug: Support binary scaling

Pull Request - State: closed - Opened by o-laurent 3 months ago
Labels: bug, enhancement

#173 - :sparkles: Everything as a second level import

Pull Request - State: closed - Opened by o-laurent 3 months ago - 2 comments

#172 - :sparkles: Enable preprocessing without model

Pull Request - State: closed - Opened by o-laurent 3 months ago - 1 comment
Labels: enhancement

#171 - 🐛 Some data augmentation are incompatible with torchvision.v2

Issue - State: closed - Opened by alafage 3 months ago
Labels: bug

#170 - :sparkles: Add SGMCMC optimizers and sampling methods

Pull Request - State: closed - Opened by alafage 3 months ago - 2 comments
Labels: enhancement

#169 - ✨ Enable combining val metrics

Pull Request - State: closed - Opened by alafage 3 months ago - 3 comments
Labels: enhancement

#168 - :sparkles: Add Conformal prediction support

Pull Request - State: closed - Opened by alafage 3 months ago - 1 comment
Labels: enhancement

#167 - 🔧 Enable direct imports

Issue - State: closed - Opened by meilame-tayebjee 3 months ago - 2 comments
Labels: enhancement

#166 - :sparkles: Add routine specific checkpoint callbacks for uncertainty-aware training

Pull Request - State: closed - Opened by alafage 4 months ago - 2 comments
Labels: enhancement

#165 - :bug: Fix TemperatureScaler for binary problems

Issue - State: closed - Opened by o-laurent 4 months ago

#164 - :hammer: [Post-processing] If `model` is None, use dl xs as logits

Issue - State: closed - Opened by o-laurent 4 months ago
Labels: enhancement

#163 - 🔨Transforms in Datamodules should be settable in the ``__init__()``

Issue - State: closed - Opened by alafage 4 months ago - 1 comment
Labels: enhancement

#162 - :sparkles: Multi-dataset General ood eval

Pull Request - State: open - Opened by fira7s 4 months ago - 6 comments

#161 - :books: Update Dockerfile documentation

Pull Request - State: closed - Opened by tonyzamyatin 4 months ago - 1 comment

#160 - :sparkles: Version 0.5.0

Pull Request - State: closed - Opened by o-laurent 4 months ago - 1 comment
Labels: bug, documentation, enhancement

#159 - :bug: `TULightningCLI` compatibility issues with latest `lightning` version (2.5.1)

Issue - State: closed - Opened by tonyzamyatin 4 months ago - 4 comments
Labels: bug, dependencies

#158 - :books: Add Documentation for OOD Metrics Computation and Interpretation

Issue - State: open - Opened by tonyzamyatin 4 months ago - 2 comments
Labels: documentation

#157 - :bug: Ensemble Disagreement Metrics produce `nan` for Single Model

Issue - State: closed - Opened by tonyzamyatin 4 months ago - 4 comments
Labels: enhancement, question

#156 - :sparkles: Add an evalaluation batch size argument

Pull Request - State: closed - Opened by o-laurent 4 months ago - 1 comment
Labels: enhancement

#155 - :art: Revamp Tutorials

Pull Request - State: closed - Opened by alafage 4 months ago - 1 comment
Labels: documentation, enhancement

#154 - :sparkles: Add Test-Time Adaptation

Pull Request - State: closed - Opened by o-laurent 4 months ago - 2 comments
Labels: enhancement, help wanted

#153 - :hammer: Rework OOD criteria

Pull Request - State: closed - Opened by o-laurent 4 months ago - 4 comments
Labels: enhancement

#152 - 🐛mc_dropout incompatible with mlp

Issue - State: closed - Opened by glhr 4 months ago
Labels: bug

#151 - :wrench: Try fixing SSH agent issue

Pull Request - State: closed - Opened by o-laurent 4 months ago - 1 comment

#150 - :bug: Fix for Lightning 2.5

Pull Request - State: closed - Opened by alafage 4 months ago - 1 comment

#149 - :wrench: Run docs on self-hosted

Pull Request - State: closed - Opened by o-laurent 4 months ago

#148 - ⬆️ Bump tj-actions/changed-files from 42 to 46 in /.github/workflows

Pull Request - State: closed - Opened by dependabot[bot] 5 months ago - 1 comment
Labels: dependencies, github_actions

#147 - :wrench: User changed-files again

Pull Request - State: closed - Opened by o-laurent 5 months ago

#146 - Post-processing ``fit()`` update

Pull Request - State: closed - Opened by alafage 5 months ago

#145 - :hammer: Rework PPs, Use transformsV2, & Fix corruptions

Pull Request - State: closed - Opened by o-laurent 5 months ago - 3 comments

#144 - :hammer: Improve the corruption transforms

Pull Request - State: closed - Opened by o-laurent 5 months ago - 1 comment
Labels: bug, documentation, enhancement

#143 - :hammer: make batch size and other parameters configurable in scaler fit method

Pull Request - State: closed - Opened by fira7s 5 months ago - 1 comment
Labels: bug, enhancement

#142 - :books: Revamp the documentation

Pull Request - State: closed - Opened by o-laurent 5 months ago - 1 comment
Labels: documentation

#141 - :sparkles: Docker settings, BatchEnsemble utilities rework + minor fixes

Pull Request - State: closed - Opened by alafage 5 months ago - 2 comments
Labels: bug, enhancement, dependencies

#140 - :hammer: Use `kornia`'s motion blur instead of `Wand`'s Gaussian motion blur

Pull Request - State: closed - Opened by o-laurent 5 months ago - 1 comment
Labels: dependencies

#138 - :fire: Remove the Wand dependency

Issue - State: closed - Opened by o-laurent 5 months ago
Labels: dependencies

#137 - ✨ LeNet BatchEnsemble and Deep Ensemble + minor bugfixes

Pull Request - State: closed - Opened by tonyzamyatin 5 months ago - 16 comments
Labels: bug, enhancement

#136 - :bug: Make sklearn properly optional

Issue - State: closed - Opened by o-laurent 5 months ago
Labels: bug

#135 - :bug: Fix MNIST test dataloader for shifted data

Pull Request - State: closed - Opened by tonyzamyatin 5 months ago - 1 comment
Labels: bug

#134 - 🐳 Add Dockerfile and documentation for using Docker image

Pull Request - State: closed - Opened by tonyzamyatin 5 months ago - 21 comments
Labels: enhancement

#133 - 🐛 Fix minor bug with argument parsing in lenet.py

Pull Request - State: closed - Opened by tonyzamyatin 5 months ago - 1 comment

#132 - :bug: Fix erronous experimental config for Bayesian LeNet

Pull Request - State: closed - Opened by tonyzamyatin 5 months ago - 2 comments
Labels: bug

#130 - :sparkles: New Documentation and small fixes

Pull Request - State: closed - Opened by alafage 5 months ago - 1 comment
Labels: bug, documentation, help wanted

#129 - :ladder: Small fixes and improvements

Pull Request - State: closed - Opened by o-laurent 6 months ago

#128 - 📚 New documentation

Pull Request - State: closed - Opened by fira7s 7 months ago - 3 comments
Labels: documentation

#127 - 🐛 Fix small MUAD dataset URL

Pull Request - State: closed - Opened by sofiia-chorna 7 months ago - 2 comments

#126 - :art: Rework Probabilistic Regression and add Packed-Transformer layers

Pull Request - State: closed - Opened by alafage 8 months ago - 1 comment
Labels: enhancement

#125 - :hammer: Rework for Probabilistic Regression & Pixel Regression

Pull Request - State: closed - Opened by alafage 8 months ago - 2 comments
Labels: enhancement

#124 - :shirt: Change character per line limit to 100 & remove explicit dependencies from pyproject

Pull Request - State: closed - Opened by o-laurent 9 months ago - 1 comment
Labels: dependencies

#123 - Question about ABNN Implementation

Issue - State: open - Opened by ss-hyun 9 months ago

#121 - :bug: ModuleNotFoundError: No module named 'huggingface_hub.errors'

Issue - State: closed - Opened by xingluzheshuai 9 months ago - 1 comment
Labels: question

#120 - :bug: About configuration

Issue - State: closed - Opened by SydCS 9 months ago - 3 comments
Labels: bug

#119 - About the WideResNet and DeeplabV3+ baseline accuracy

Issue - State: closed - Opened by Autochthonal 9 months ago - 2 comments
Labels: enhancement

#118 - ✨ Enhancement on the output presentation

Issue - State: closed - Opened by Autochthonal 9 months ago - 3 comments
Labels: question

#117 - :art: On the road to 0.3.0: Adding shift evaluation & more

Pull Request - State: closed - Opened by alafage 9 months ago - 1 comment
Labels: documentation, enhancement, dependencies

#116 - :shirt: Complete metric overhaul, improve PP handling & fix Laplace

Pull Request - State: closed - Opened by o-laurent 10 months ago - 1 comment

#115 - :bug: Fix OOD & Post Processing at the same time & other small changes

Pull Request - State: closed - Opened by o-laurent 10 months ago
Labels: bug

#114 - :wrench: Maintenance and small improvements

Pull Request - State: closed - Opened by o-laurent 10 months ago - 2 comments
Labels: bug

#113 - :bug:Training with WideResNetBaseline

Issue - State: closed - Opened by Autochthonal 10 months ago - 13 comments
Labels: bug, enhancement

#112 - Demo on pre-trained checkpoints for Tiny Imagenet

Issue - State: closed - Opened by nkotelevskii 11 months ago - 3 comments
Labels: question

#111 - :sparkles: Add ChannelLayerNorm, Conflictual Loss, AUGRC & improve code quality

Pull Request - State: closed - Opened by alafage 11 months ago - 1 comment
Labels: bug, enhancement

#110 - Inquery about the dimension of input and output

Issue - State: closed - Opened by zchccsx 11 months ago - 9 comments
Labels: bug

#109 - :shirt: Small fixes and improvements

Pull Request - State: closed - Opened by o-laurent about 1 year ago - 1 comment
Labels: documentation

#108 - :zap: Bump version

Pull Request - State: closed - Opened by o-laurent about 1 year ago

#107 - Pytorch Lightning Model Question

Issue - State: closed - Opened by calvinp0 about 1 year ago - 6 comments
Labels: question

#103 - Finetuning techiques

Issue - State: open - Opened by bhack about 1 year ago
Labels: documentation

#102 - Add Readme guide for experiment

Issue - State: open - Opened by bhack about 1 year ago - 1 comment
Labels: documentation

#101 - :sparkles: Add trajectory models including Snapshot Ensembles

Pull Request - State: closed - Opened by o-laurent about 1 year ago - 1 comment
Labels: enhancement

#100 - :sparkles: Add snapshot ensembles

Issue - State: closed - Opened by o-laurent about 1 year ago
Labels: enhancement

#99 - 🐛 plot Calibration error

Issue - State: closed - Opened by mrynik about 1 year ago - 1 comment
Labels: bug

#98 - :sparkles: Refactor wrappers & PP, Add Checkpoint Ensembles, EMA, SWA, & SWAG, Add LaplaceApprox & ABNN

Pull Request - State: closed - Opened by o-laurent about 1 year ago - 1 comment
Labels: enhancement

#97 - :sparkles: Add conformal prediction

Issue - State: closed - Opened by o-laurent about 1 year ago
Labels: enhancement, good first issue, help wanted

#96 - :sparkles: Add a Laplace wrapper

Pull Request - State: closed - Opened by o-laurent about 1 year ago - 1 comment
Labels: enhancement, dependencies

#95 - :bug: Fix documentation

Pull Request - State: closed - Opened by o-laurent about 1 year ago - 1 comment

#94 - :shirt: Add segmentation output plots

Issue - State: closed - Opened by o-laurent about 1 year ago
Labels: enhancement

#92 - :sparkles: Implement Adaptive ECE metric

Pull Request - State: closed - Opened by qbouniot over 1 year ago - 2 comments
Labels: enhancement

#91 - :bug: Reduce the memory usage of the segmentation metrics

Issue - State: closed - Opened by o-laurent over 1 year ago

#90 - :sparkles: Add LPBNN

Pull Request - State: closed - Opened by o-laurent over 1 year ago - 1 comment
Labels: enhancement

#89 - :sparkles: Implement LPBNN

Issue - State: closed - Opened by o-laurent over 1 year ago

#88 - :sparkles: Finalize Depth Estimation, add DeeplabV3, & Add Selective Classification

Pull Request - State: closed - Opened by o-laurent over 1 year ago - 1 comment
Labels: enhancement

#87 - :sparkles: Add Superpixel-Mix augmentation for Segmentation models

Issue - State: open - Opened by o-laurent over 1 year ago
Labels: enhancement

#86 - :bug: The Grouping Loss test does not always pass

Issue - State: closed - Opened by o-laurent over 1 year ago
Labels: github_actions

#85 - :rocket: Update to Lightning 2.0, Add Segmentation, & Rework Regression

Pull Request - State: closed - Opened by o-laurent over 1 year ago - 1 comment
Labels: documentation, enhancement, dependencies

#84 - :sparkles: Add support for Monocular depth estimation

Issue - State: closed - Opened by o-laurent over 1 year ago
Labels: enhancement

#83 - :sparkles: Add the Adaptive Calibration Error (ECE with adaptive bins)

Issue - State: closed - Opened by o-laurent over 1 year ago
Labels: enhancement, good first issue

#82 - :heavy_minus_sign: Avoid using Argvcontext in tutorials

Pull Request - State: closed - Opened by o-laurent over 1 year ago

#81 - add cli-test-helpers to dependencies lists

Pull Request - State: closed - Opened by tanutarou over 1 year ago - 3 comments

#80 - :sparkles: Add grouping loss, Monte-Carlo Batch Normalization, OpenImage-O, MUAD & Improve code quality

Pull Request - State: closed - Opened by o-laurent over 1 year ago - 1 comment
Labels: enhancement, github_actions

#79 - 🚀 Upgrade to Lightning 2.0

Pull Request - State: closed - Opened by alafage over 1 year ago - 1 comment
Labels: documentation, enhancement, dependencies

#78 - :sparkles: Add Monte-Carlo Batch Normalization

Pull Request - State: closed - Opened by o-laurent over 1 year ago - 2 comments
Labels: documentation, enhancement