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stan::mcmc::adapt_dense_e_nuts< M, BaseRNG > Class Template Reference

#include <adapt_dense_e_nuts.hpp>

Inheritance diagram for stan::mcmc::adapt_dense_e_nuts< M, BaseRNG >:
stan::mcmc::dense_e_nuts< M, BaseRNG > stan::mcmc::stepsize_covar_adapter stan::mcmc::base_nuts< M, dense_e_point, dense_e_metric, expl_leapfrog, BaseRNG > stan::mcmc::base_adapter stan::mcmc::base_hmc< M, dense_e_point, dense_e_metric, expl_leapfrog, BaseRNG > stan::mcmc::base_mcmc

Public Member Functions

 adapt_dense_e_nuts (M &m, BaseRNG &rng, std::ostream *o=&std::cout, std::ostream *e=0)
 
 ~adapt_dense_e_nuts ()
 
sample transition (sample &init_sample)
 
void disengage_adaptation ()
 
- Public Member Functions inherited from stan::mcmc::dense_e_nuts< M, BaseRNG >
 dense_e_nuts (M &m, BaseRNG &rng, std::ostream *o=&std::cout, std::ostream *e=0)
 
bool compute_criterion (ps_point &start, dense_e_point &finish, Eigen::VectorXd &rho)
 
- Public Member Functions inherited from stan::mcmc::base_nuts< M, dense_e_point, dense_e_metric, expl_leapfrog, BaseRNG >
 base_nuts (M &m, BaseRNG &rng, std::ostream *o, std::ostream *e)
 
 ~base_nuts ()
 
void set_max_depth (const int d)
 
void set_max_delta (const double d)
 
int get_max_depth ()
 
double get_max_delta ()
 
sample transition (sample &init_sample)
 
void write_sampler_param_names (std::ostream &o)
 
void write_sampler_params (std::ostream &o)
 
void get_sampler_param_names (std::vector< std::string > &names)
 
void get_sampler_params (std::vector< double > &values)
 
int build_tree (int depth, Eigen::VectorXd &rho, ps_point *z_init_parent, ps_point &z_propose, nuts_util &util)
 
- Public Member Functions inherited from stan::mcmc::base_hmc< M, dense_e_point, dense_e_metric, expl_leapfrog, BaseRNG >
 base_hmc (M &m, BaseRNG &rng, std::ostream *o, std::ostream *e)
 
void write_sampler_state (std::ostream *o)
 
void get_sampler_diagnostic_names (std::vector< std::string > &model_names, std::vector< std::string > &names)
 
void get_sampler_diagnostics (std::vector< double > &values)
 
void seed (const Eigen::VectorXd &q)
 
void init_stepsize ()
 
dense_e_pointz ()
 
virtual void set_nominal_stepsize (const double e)
 
double get_nominal_stepsize ()
 
double get_current_stepsize ()
 
virtual void set_stepsize_jitter (const double j)
 
double get_stepsize_jitter ()
 
void sample_stepsize ()
 
- Public Member Functions inherited from stan::mcmc::base_mcmc
 base_mcmc (std::ostream *o, std::ostream *e)
 
virtual ~base_mcmc ()
 
std::string name ()
 
- Public Member Functions inherited from stan::mcmc::stepsize_covar_adapter
 stepsize_covar_adapter (int n)
 
stepsize_adaptationget_stepsize_adaptation ()
 
covar_adaptationget_covar_adaptation ()
 
void set_window_params (unsigned int num_warmup, unsigned int init_buffer, unsigned int term_buffer, unsigned int base_window, std::ostream *e=0)
 
- Public Member Functions inherited from stan::mcmc::base_adapter
 base_adapter ()
 
virtual void engage_adaptation ()
 
bool adapting ()
 

Additional Inherited Members

- Public Attributes inherited from stan::mcmc::base_nuts< M, dense_e_point, dense_e_metric, expl_leapfrog, BaseRNG >
int depth_
 
int max_depth_
 
double max_delta_
 
int n_leapfrog_
 
int n_divergent_
 
- Protected Attributes inherited from stan::mcmc::base_hmc< M, dense_e_point, dense_e_metric, expl_leapfrog, BaseRNG >
dense_e_point z_
 
expl_leapfrog< dense_e_metric
< M, BaseRNG >, dense_e_point
integrator_
 
dense_e_metric< M, BaseRNG > hamiltonian_
 
BaseRNG & rand_int_
 
boost::uniform_01< BaseRNG & > rand_uniform_
 
double nom_epsilon_
 
double epsilon_
 
double epsilon_jitter_
 
- Protected Attributes inherited from stan::mcmc::base_mcmc
std::string name_
 
std::ostream * out_stream_
 
std::ostream * err_stream_
 
- Protected Attributes inherited from stan::mcmc::stepsize_covar_adapter
stepsize_adaptation stepsize_adaptation_
 
covar_adaptation covar_adaptation_
 
- Protected Attributes inherited from stan::mcmc::base_adapter
bool adapt_flag_
 

Detailed Description

template<typename M, class BaseRNG>
class stan::mcmc::adapt_dense_e_nuts< M, BaseRNG >

Definition at line 16 of file adapt_dense_e_nuts.hpp.

Constructor & Destructor Documentation

template<typename M , class BaseRNG >
stan::mcmc::adapt_dense_e_nuts< M, BaseRNG >::adapt_dense_e_nuts ( M &  m,
BaseRNG &  rng,
std::ostream *  o = &std::cout,
std::ostream *  e = 0 
)
inline

Definition at line 21 of file adapt_dense_e_nuts.hpp.

template<typename M , class BaseRNG >
stan::mcmc::adapt_dense_e_nuts< M, BaseRNG >::~adapt_dense_e_nuts ( )
inline

Definition at line 27 of file adapt_dense_e_nuts.hpp.

Member Function Documentation

template<typename M , class BaseRNG >
void stan::mcmc::adapt_dense_e_nuts< M, BaseRNG >::disengage_adaptation ( )
inlinevirtual

Reimplemented from stan::mcmc::base_adapter.

Definition at line 52 of file adapt_dense_e_nuts.hpp.

template<typename M , class BaseRNG >
sample stan::mcmc::adapt_dense_e_nuts< M, BaseRNG >::transition ( sample init_sample)
inlinevirtual

Implements stan::mcmc::base_mcmc.

Definition at line 29 of file adapt_dense_e_nuts.hpp.


The documentation for this class was generated from the following file:

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