instance structure for linear regression More...

Public Member Functions
void	init (double *p, size_t n, double b=0)

double	eval (double const *val) const

void	err1 (size_t n, double const x, double const y, double *err) const

void	err2 (size_t n, double const const x, double const y, double err) const

void	pdm1 (size_t n, double const x, double pdm, double y_mean) const

void	pdm2 (size_t n, double const const x, double *pdm, double y_mean) const

void	gd (double const *input, double error, double alpha)

void	sgd (double const *x, double y, double alpha)

void	sgd1 (size_t n, double const x, double const y, double alpha)

void	sgd2 (size_t n, double const const x, double const *y, double alpha)

void	bgd1 (size_t n, double const x, double const err, double alpha)

void	bgd2 (size_t n, double const const x, double const *err, double alpha)

double	mgd1 (size_t n, double const x, double const y, double *err, double delta, double lrmax, double lrmin, size_t lrtim, size_t epoch, size_t batch)

double	mgd2 (size_t n, double const const x, double const y, double err, double delta, double lrmax, double lrmin, size_t lrtim, size_t epoch, size_t batch)

void	zero ()

Detailed Description

instance structure for linear regression

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

Public Member Functions