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