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Gaussian Mixture Model Class. More...

Public Member Functions
	GMM (int nomix, int dim)

	GMM (std::string filename)

void	init_from_vq (const vec &codebook, int dim)

void	init (const vec &w_in, const mat &m_in, const mat &sigma_in)

void	load (std::string filename)

void	save (std::string filename)

void	set_weight (const vec &weights, bool compflag=true)

void	set_weight (int i, double weight, bool compflag=true)

void	set_mean (const mat &m_in)

void	set_mean (const vec &means, bool compflag=true)

void	set_mean (int i, const vec &means, bool compflag=true)

void	set_covariance (const mat &sigma_in)

void	set_covariance (const vec &covariances, bool compflag=true)

void	set_covariance (int i, const vec &covariances, bool compflag=true)

int	get_no_mixtures ()

int	get_no_gaussians () const

int	get_dimension ()

vec	get_weight ()

double	get_weight (int i)

vec	get_mean ()

vec	get_mean (int i)

vec	get_covariance ()

vec	get_covariance (int i)

void	marginalize (int d_new)

void	join (const GMM &newgmm)

void	clear ()

double	likelihood (const vec &x)

double	likelihood_aposteriori (const vec &x, int mixture)

vec	likelihood_aposteriori (const vec &x)

vec	draw_sample ()

Detailed Description

Gaussian Mixture Model Class.

Definition at line 44 of file gmm.h.

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