Tutorials¶
On this page, you will find tutorials and insights on TorchUncertainty. Don’t hesitate to open an issue if you have any question or suggestion for tutorials.
Train a Bayesian Neural Network in Three Minutes
Train a Bayesian Neural Network in Three Minutes
Improve Top-label Calibration with Temperature Scaling
Improve Top-label Calibration with Temperature Scaling
Training a LeNet with Monte-Carlo Dropout
Training a LeNet with Monte-Carlo Dropout
Training a LeNet with Monte Carlo Batch Normalization
Training a LeNet with Monte Carlo Batch Normalization
Deep Evidential Regression on a Toy Example
Deep Evidential Regression on a Toy Example
Image Corruptions
Deep Evidential Classification on a Toy Example
Deep Evidential Classification on a Toy Example
From a Standard Classifier to a Packed-Ensemble
From a Standard Classifier to a Packed-Ensemble