bayespy.inference

Package for Bayesian inference engines

Inference engines

VB(*nodes[, tol, autosave_filename, …])

Variational Bayesian (VB) inference engine

Parameter expansions

vmp.transformations.RotationOptimizer(…)

Optimizer for rotation parameter expansion in state-space models

vmp.transformations.RotateGaussian(X)

Rotation parameter expansion for bayespy.nodes.Gaussian

vmp.transformations.RotateGaussianARD(X, *alpha)

Rotation parameter expansion for bayespy.nodes.GaussianARD

vmp.transformations.RotateGaussianMarkovChain(X, …)

Rotation parameter expansion for bayespy.nodes.GaussianMarkovChain

vmp.transformations.RotateSwitchingMarkovChain(X, …)

Rotation for bayespy.nodes.VaryingGaussianMarkovChain

vmp.transformations.RotateVaryingMarkovChain(X, …)

Rotation for bayespy.nodes.SwitchingGaussianMarkovChain

vmp.transformations.RotateMultiple(*rotators)

Identical parameter expansion for several nodes simultaneously