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Functions |
Ukr_bp_dists_sparse | ukr_get_kernel_sparse (int kernel) |
Ukr_bp_dists_full | ukr_get_kernel_full (int kernel) |
double | ukr_bp_dists_gaussian (int M, const double *dist, double *b, double *p, int numExclude, const int *exclude, int normalize) |
double | ukr_bp_dists_quartic (int M, const double *dist, double *b, double *p, int *ir, int *nz, int numExclude, const int *exclude, int normalize) |
double | ukr_bp_dists_triweight (int M, const double *dist, double *b, double *p, int *ir, int *nz, int numExclude, const int *exclude, int normalize) |
double | ukr_aux_M (int col, double *M, double *B, double *tmp_d, UKR_Model model) |
double | ukr_aux_M_sp (int col, double *M, const double *B, const int *ir, int nz, double *tmp_d, UKR_Model model) |
void | ukr_aux_R (double *R, const double *B, const double *P, const double *M, int n) |
void | ukr_aux_addXv_sp (double *u, const double *X, const double *v, const int *ir, int nz, int q) |
void | ukr_aux_add_xvT_sp (double *U, const double *x, const double *v, const int *ir, int nz, int q) |
void | ukr_aux_addXv (double *u, const double *X, const double *v, int q, int N) |
void | ukr_aux_add_xvT (double *U, const double *x, const double *v, int q, int N) |
double | ukr_loss_function (int col, double *yr, const double *y, UKR_Model model) |
int | ukr_kernel_by_name (const char *name) |
int | ukr_loss_by_name (const char *name) |
double | ukr_errgrad (double *grad, UKR_Model model, int forceCV) |
double | ukr_errgrad_scale (double *grad, const double *s, UKR_Model model, int forceCV) |
double | ukr_aux_errgrad_sparse (double *grad, UKR_Model model, int forceCV) |
double | ukr_aux_errgrad_full (double *grad, UKR_Model model, int forceCV) |
void | ukr_aux_subX_diag (double *grad, const double *X, const double *sumR, int q, int N) |
double | ukr_aux_errgrad_scale_sparse (double *grad, const double *s, UKR_Model model, int forceCV) |
double | ukr_aux_errgrad_scale_full (double *grad, const double *s, UKR_Model model, int forceCV) |
int | ukr_dens_penalty (double *pen, double *grad, UKR_Model model) |
int | ukr_aux_dens_penalty_sparse (double *pen, double *grad, UKR_Model model) |
int | ukr_aux_dens_penalty_full (double *pen, double *grad, UKR_Model model) |
int | ukr_densvar_penalty (double *pen, double *grad, UKR_Model model) |
int | ukr_aux_densvar_penalty_sparse (double *pen, double *grad, UKR_Model model) |
int | ukr_aux_densvar_penalty_full (double *pen, double *grad, UKR_Model model) |
void | ukr_aux_scaleX (double *sX, double *XX, const double *X, const double *s, int q, int N) |
double | ukr_f (double *f, const double *x, UKR_Model model) |
double | ukr_fJ (double *f, double *J, const double *x, UKR_Model model) |
void | ukr_aux_Jb_sparse (double *J, const double *b, const double *p, const double *x, const int *ir, int nnz, UKR_Model model) |
void | ukr_aux_Jb_full (double *J, const double *b, const double *p, const double *x, UKR_Model model) |
void | ukr_aux_f_sparse (double *f, const double *b, const int *ir, int nz, UKR_Model model) |
void | ukr_aux_f_full (double *f, const double *b, UKR_Model model) |
void | ukr_aux_Jf_sparse (double *Jf, const double *b, const double *p, const double *x, const int *ir, int nnz, UKR_Model model) |
void | ukr_aux_Jf_full (double *Jf, const double *b, const double *p, const double *x, UKR_Model model) |
int | ukr_aux_alloc_g_struct (UKR_Model model, UKR_G_Struct *gs) |
void | ukr_aux_free_g_struct (UKR_G_Struct gs) |
double | ukr_g_errgradhess (double *g, double *H, const double *x, UKR_Model model, UKR_G_Struct gs, int bp_ready) |
double | ukr_g_congrad (double *g, const double *x, UKR_Model model, UKR_G_Struct gs) |
void | ukr_aux_normalize_gs (UKR_Model model, UKR_G_Struct gs) |