Method¶

Examples concerning the probly.method module.

DARE on Two Moons

DARE on Two Moons

Laplace Approximation on Two Moons

Laplace Approximation on Two Moons

Generative Variational Bayesian Last Layers on Two Moons

Generative Variational Bayesian Last Layers on Two Moons

Mahalanobis OOD on Two Moons

Mahalanobis OOD on Two Moons

Variational Bayesian Last Layers on Two Moons

Variational Bayesian Last Layers on Two Moons

DUQ on Two Moons

DUQ on Two Moons

DDU on Two Moons

DDU on Two Moons

Het-Net on Two Moons

Het-Net on Two Moons

Credal Net Visualization

Credal Net Visualization

Evidential on Two Moons

Evidential on Two Moons

Student-t Variational Bayesian Last Layers on Two Moons

Student-t Variational Bayesian Last Layers on Two Moons

Credal Wrapper Output Visualization

Credal Wrapper Output Visualization

Credal Ensembling Visualization

Credal Ensembling Visualization

Heteroscedastic Variational Bayesian Last Layers on Two Moons

Heteroscedastic Variational Bayesian Last Layers on Two Moons

Credal BNN Visualization

Credal BNN Visualization

DARE on MNIST

SNGP Distance Awareness on 2D Toys

SNGP Distance Awareness on 2D Toys

Laplace on MNIST

Laplace on MNIST

Credal BNN on MNIST

Credal BNN on MNIST

G-VBLL on MNIST

G-VBLL on MNIST

VBLL on MNIST

Student-t VBLL on MNIST

Student-t VBLL on MNIST

Heteroscedastic VBLL on MNIST

Heteroscedastic VBLL on MNIST

Credal Wrapper on MNIST

Credal Wrapper on MNIST

Credal Ensembling on MNIST

Credal Ensembling on MNIST

Credal Net on MNIST

Credal Net on MNIST

SNGP on MNIST

Mahalanobis OOD on MNIST

Mahalanobis OOD on MNIST

Het-Net on MNIST

Het-Net on MNIST

DUQ on MNIST

DDU on MNIST

Credal Relative Likelihood Visualization

Credal Relative Likelihood Visualization

Evidential on MNIST

Evidential on MNIST

Credal Relative Likelihood on MNIST

Credal Relative Likelihood on MNIST

DEUP on Two Moons

DEUP on Two Moons

DEUP on MNIST