Variational Families

AbstractVariationalFamily	Abstract base class used to represent families of distributions that can be used within variational inference.
AbstractVariationalGaussian	The variational Gaussian family of probability distributions.
CollapsedVariationalGaussian	Collapsed variational Gaussian.
ExpectationVariationalGaussian	The natural variational Gaussian family of probability distributions.
GraphVariationalGaussian	A variational Gaussian defined over graph-structured inducing inputs.
HeteroscedasticPrediction	Mean and variance of the signal and noise latent processes.
HeteroscedasticVariationalFamily	Variational family for two independent latent processes f and g.
NaturalVariationalGaussian	The natural variational Gaussian family of probability distributions.
VariationalGaussian	The variational Gaussian family of probability distributions.
VariationalGaussianInit	Initialization parameters for a variational Gaussian distribution.
WhitenedVariationalGaussian	The whitened variational Gaussian family of probability distributions.