Stan  2.10.0
probability, sampling & optimization
stan::variational::advi< Model, Q, BaseRNG > Member List

This is the complete list of members for stan::variational::advi< Model, Q, BaseRNG >, including all inherited members.

adapt_eta(Q &variational, int adapt_iterations, interface_callbacks::writer::base_writer &message_writer) const stan::variational::advi< Model, Q, BaseRNG >inline
advi(Model &m, Eigen::VectorXd &cont_params, BaseRNG &rng, int n_monte_carlo_grad, int n_monte_carlo_elbo, int eval_elbo, int n_posterior_samples)stan::variational::advi< Model, Q, BaseRNG >inline
calc_ELBO(const Q &variational, interface_callbacks::writer::base_writer &message_writer) const stan::variational::advi< Model, Q, BaseRNG >inline
calc_ELBO_grad(const Q &variational, Q &elbo_grad, interface_callbacks::writer::base_writer &message_writer) const stan::variational::advi< Model, Q, BaseRNG >inline
circ_buff_median(const boost::circular_buffer< double > &cb) const stan::variational::advi< Model, Q, BaseRNG >inline
cont_params_stan::variational::advi< Model, Q, BaseRNG >protected
eval_elbo_stan::variational::advi< Model, Q, BaseRNG >protected
model_stan::variational::advi< Model, Q, BaseRNG >protected
n_monte_carlo_elbo_stan::variational::advi< Model, Q, BaseRNG >protected
n_monte_carlo_grad_stan::variational::advi< Model, Q, BaseRNG >protected
n_posterior_samples_stan::variational::advi< Model, Q, BaseRNG >protected
rel_difference(double prev, double curr) const stan::variational::advi< Model, Q, BaseRNG >inline
rng_stan::variational::advi< Model, Q, BaseRNG >protected
run(double eta, bool adapt_engaged, int adapt_iterations, double tol_rel_obj, int max_iterations, interface_callbacks::writer::base_writer &message_writer, interface_callbacks::writer::base_writer &parameter_writer, interface_callbacks::writer::base_writer &diagnostic_writer) const stan::variational::advi< Model, Q, BaseRNG >inline
stochastic_gradient_ascent(Q &variational, double eta, double tol_rel_obj, int max_iterations, interface_callbacks::writer::base_writer &message_writer, interface_callbacks::writer::base_writer &diagnostic_writer) const stan::variational::advi< Model, Q, BaseRNG >inline

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