romtools.workflows.inverse.full_covariance_router

Public routing for Gaussian VI variational families.

prior_parameter_space defines the Bayesian prior. The required initial_variational_parameter_space independently defines both the variational family and its initial moments:

• GaussianParameterSpace -> diagonal/mean-field VI;

• MultivariateGaussianParameterSpace -> true full-covariance VI.

A multivariate variational initializer is therefore never interpreted as the legacy fixed-correlation family.

Functions

mf_vi_with_auto_rom(model, ...[, ...])
run_mf_vi(model, rom_model_builder, ...[, ...])
run_vi(model, prior_parameter_space, ...[, ...])