Evidential Deep Learning API
Single forward pass uncertainty via Normal Inverse-Gamma (regression) and Dirichlet (classification) parameterizations.
Public objects
EvidentialRegressionEvidentialClassification
deepuq.methods.evidential
Evidential Deep Learning for regression and classification.
EvidentialClassification
Bases: Module
Evidential classification using Dirichlet prior.
EvidentialRegression
Bases: Module
Evidential regression using Normal-Inverse-Gamma prior.