probly.quantification.decomposition.decomposition

Base class uncertainty decomposition methods.

Classes

AdditiveDecomposition	Protocol for decompositions where AU and EU sum up to the total uncertainty.
AleatoricDecomposition	Protocol for decompositions with aleatoric uncertainty.
AleatoricEpistemicDecomposition	Protocol for decompositions into aleatoric and epistemic uncertainty.
AleatoricEpistemicTotalDecomposition	Protocol for decompositions into aleatoric, epistemic and total uncertainty.
AleatoricTotalDecomposition	Protocol for decompositions into aleatoric and total uncertainty.
CachingDecomposition	Protocol for decompositions that cache their components.
ConstantTotalDecomposition	Protocol for decompositions where the total uncertainty is constant.
Decomposer	Protocol for uncertainty quantification methods that also decompose the uncertainty.
Decomposition	Protocol for uncertainty decompositions.
EpistemicDecomposition	Protocol for decompositions with epistemic uncertainty.
EpistemicTotalDecomposition	Protocol for decompositions into epistemic and total uncertainty.
TotalDecomposition	Protocol for decompositions with total uncertainty.