description: Experimental methods and objectives for variational inference.
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Experimental methods and objectives for variational inference.
util
module: Experimental methods and objectives for variational inference.
build_affine_surrogate_posterior(...)
: Builds a joint variational posterior with a given event_shape
.
build_affine_surrogate_posterior_from_base_distribution(...)
: Builds a variational posterior by linearly transforming base distributions.
build_asvi_surrogate_posterior(...)
: Builds a structured surrogate posterior inspired by conjugate updating.
build_factored_surrogate_posterior(...)
: Builds a joint variational posterior that factors over model variables.
build_split_flow_surrogate_posterior(...)
: Builds a joint variational posterior by splitting a normalizing flow.
register_asvi_substitution_rule(...)
: Registers a rule for substituting distributions in ASVI surrogates.