axtreme.samplingΒΆ

Module for sampling from a posterior distribution.

Modules

base

Defines the interface posterior samplers are expected to adhear to.

independent_sampler

Base class for sampling methods that ignore covariance between different input points.

mean_sampler

Module for the MeanPosteriorSampler class.

normal_independent_sampler

Module for the NormalIndependentSampler class.

ut_sampler

Module for the UTSampler class for sampling a posterior using the Unscented Transform.