Likelihoods#

AbstractHeteroscedasticLikelihood

Base class for heteroscedastic likelihoods with latent noise processes.

AbstractLikelihood

Abstract base class for likelihoods.

AbstractNoiseTransform

Abstract base class for noise transformations.

Bernoulli

Gaussian

Gaussian likelihood object.

HeteroscedasticGaussian

LogNormalTransform

Log-normal noise transformation.

MultiOutputGaussian

Gaussian likelihood with per-output noise variance.

NoiseMoments

NonGaussian

Poisson

SoftplusTransform

Softplus noise transformation.

StudentT

Student's t likelihood object for robust regression.

inv_probit

Compute the inverse probit function.