# Uncertainty-based OOD detection

Exploring the link between proper uncertainty obtained by Bayesian inference and out-of-distribution (OOD) detection.

## Experiments

The plots shown in the paper can be reproduced using the notebooks provided within the ``notebooks`` subfolder.

## Prerequisits

**Important note to reviewers:** The package ``hypnettorch`` is not yet publicly available, but will be made available within the coming weeks. Therefore, some parts of the code are not executable as they depend on this package.

The code in this repository requires the installation of the [hypnettorch](anonymous) package.
