Classification

Tutorials for modeling uncertainty in classification tasks.

Training a LeNet for Image Classification with TorchUncertainty

Training a LeNet for Image Classification with TorchUncertainty

Evaluating Model Performance Under Distribution Shift with TorchUncertainty

Evaluating Model Performance Under Distribution Shift with TorchUncertainty

Deep Evidential Classification on a Toy Example

Deep Evidential Classification on a Toy Example

Out-of-distribution detection with TorchUncertainty

Out-of-distribution detection with TorchUncertainty

From a Standard Classifier to a Packed-Ensemble

From a Standard Classifier to a Packed-Ensemble