Uncertainty Quantification

This folder contains tutorials for uncertainty quantification with Push.

• Uncertainty Quantification provides background information and defitions for model and data uncertainty.

• Test Time Augmentation is a basic tutorial for running test time augmentation on MNIST with Push.

• Bootstrapping is a basic tutorial for running bootstrapping on a toy dataset with Push.

• Prior Networks is a basic tutorial for running prior networks on a toy dataset with Push.

• Domain Uncertainty is a basic tutorial for quantifying in-domain and out-domain uncertainty on a toy dataset with Push.