uncertainty-calibration topic

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

uncertainty-toolbox

A collection of research and application papers of (uncertainty) calibration techniques.

huangsg1

Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).

p-lambda

Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.

IntelLabs

A toolkit for visualizations in materials informatics.

janosh

A Library for Uncertainty Quantification.

awslabs

A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. C...

dlmacedo

Code for evaluating uncertainty estimation methods for Transformer-based architectures in natural language understanding tasks.

mourga

(ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks

ExplainableML