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Stan
2.10.0
probability, sampling & optimization
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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 ¶meter_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 |