pydpf.distributions.Gaussian#

pydpf.distributions.Gaussian.ConditionalGaussian(...)

A general conditional Gaussian distribution, where the mean and covariance can be given as arbitrary functions of some conditioning tensor.

pydpf.distributions.Gaussian.LinearGaussian(...)

A Gaussian conditional distribution, where the means of the Gaussian are conditional on a supplied variable, X, through the linear map \(WX + B\).

pydpf.distributions.Gaussian.MultivariateGaussian(...)

An unconditional multivariate Gaussian distribution.

pydpf.distributions.Gaussian.StandardGaussian(...)

The Multivariate Gaussian distribution with zero mean and diagonal unit covariance.