bayesvalidrox.surrogate_models.bayes_linear

Functions

gamma_mean(a, b)

Computes mean of gamma distribution

Classes

BayesianLinearRegression(n_iter, tol, ...)	Superclass for Empirical Bayes and Variational Bayes implementations of Bayesian Linear Regression Model
EBLinearRegression([n_iter, tol, optimizer, ...])	Bayesian Regression with type II maximum likelihood (Empirical Bayes)
VBLinearRegression([n_iter, tol, ...])	Implements Bayesian Linear Regression using mean-field approximation.