EST_dynamic_model.h File Reference

#include <cstdlib>
#include <cstdio>
#include <fstream>
#include "EST.h"
#include "EST_model_types.h"

Include dependency graph for EST_dynamic_model.h:

Go to the source code of this file.

Classes
class	CSMM
struct	CSMM_parameter_set
	somewhere to keep the model parameters More...
struct	CSMM_set
	somewhere to keep the models More...

Functions
bool	operator== (const CSMM &, const CSMM &)
ostream &	operator<< (ostream &s, const CSMM &)
ostream &	operator<< (ostream &s, const CSMM_set &ms)
bool	create_empty_CSMM (EST_String model_name, CSMM_set &model_set, const int model_order, const int observation_order)
bool	E_step (CSMM &model, EST_DMatrix &mean_initial_covar_x, const EST_TrackList &train_data, const bool trace)
	at last, some interesting functions More...
bool	M_step (CSMM &model, const bool trace)
bool	EM_shared_hidden_space (CSMM_set &models, const int model_order, EST_DMatrix &mean_initial_covar_x, const EST_TrackList &train_data, const int iterations, const bool trace)
EST_write_status	save_CSMM_set (CSMM_set &model_set, const EST_String &dirname, const EST_String &type)
EST_read_status	load_CSMM_set (CSMM_set &model_set, const EST_String &dirname)
double	CSMM_Mahalanobis_distance (const CSMM &model, const EST_Track &t)

Function Documentation

bool operator==	(	const CSMM &	,
		const CSMM &
	)

ostream& operator<<	(	ostream &	s,
		const CSMM &
	)

ostream& operator<<	(	ostream &	s,
		const CSMM_set &	ms
	)

bool create_empty_CSMM	(	EST_String	model_name,
		CSMM_set &	model_set,
		const int	model_order,
		const int	observation_order
	)

bool E_step	(	CSMM &	model,
		EST_DMatrix &	mean_initial_covar_x,
		const EST_TrackList &	train_data,
		const bool	trace
	)

at last, some interesting functions

bool M_step	(	CSMM &	model,
		const bool	trace
	)

bool EM_shared_hidden_space	(	CSMM_set &	models,
		const int	model_order,
		EST_DMatrix &	mean_initial_covar_x,
		const EST_TrackList &	train_data,
		const int	iterations,
		const bool	trace
	)

EST_write_status save_CSMM_set	(	CSMM_set &	model_set,
		const EST_String &	dirname,
		const EST_String &	type
	)

EST_read_status load_CSMM_set	(	CSMM_set &	model_set,
		const EST_String &	dirname
	)

double CSMM_Mahalanobis_distance	(	const CSMM &	model,
		const EST_Track &	t
	)