Gaussian Processes#

AbstractPosterior

Abstract Gaussian process posterior.

AbstractPrior

Abstract Gaussian process prior.

ChainedPosterior

Posterior routed for heteroscedastic likelihoods using chained bounds.

ConjugatePosterior

A Conjuate Gaussian process posterior object.

HeteroscedasticPosterior

Posterior shell for heteroscedastic likelihoods.

LatentPosterior

A posterior shell used to expose prior structure without inference.

NonConjugatePosterior

A non-conjugate Gaussian process posterior object.

Prior

A Gaussian process prior object.

construct_posterior

Utility function for constructing a posterior object from a prior and likelihood.