uncertain - Moozonian

GitHub Repo https://github.com/AlaaLab/deep-learning-uncertainty

AlaaLab/deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

GitHub Repo https://github.com/lmfit/uncertainties

lmfit/uncertainties

Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.

GitHub Repo https://github.com/rieckpil/testing-spring-boot-applications-masterclass

rieckpil/testing-spring-boot-applications-masterclass

🍃 Master Spring Boot Testing: From Uncertain Deployments to Production Confidence

GitHub Repo https://github.com/uncertainty-toolbox/uncertainty-toolbox

uncertainty-toolbox/uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

GitHub Repo https://github.com/dougbrion/pytorch-classification-uncertainty

dougbrion/pytorch-classification-uncertainty

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

GitHub Repo https://github.com/google/uncertainty-baselines

google/uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

GitHub Repo https://github.com/ENSTA-U2IS-AI/awesome-uncertainty-deeplearning

ENSTA-U2IS-AI/awesome-uncertainty-deeplearning

This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.

GitHub Repo https://github.com/yaringal/DropoutUncertaintyExps

yaringal/DropoutUncertaintyExps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

GitHub Repo https://github.com/hutec/UncertaintyNN

hutec/UncertaintyNN

Implementation and evaluation of different approaches to get uncertainty in neural networks

GitHub Repo https://github.com/jlko/semantic_uncertainty

jlko/semantic_uncertainty

Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).