Struct MultifitLinearWorkspace 

pub struct MultifitLinearWorkspace { /* private fields */ }

Implementations

impl MultifitLinearWorkspace

pub fn new(n: usize, p: usize) -> Option<Self>

pub fn linear( &mut self, x: &MatrixF64, y: &VectorF64, c: &mut VectorF64, cov: &mut MatrixF64, ) -> Result<f64, Value>

Returns chisq.

pub fn linear_tsvd( &mut self, x: &MatrixF64, y: &VectorF64, tol: f64, c: &mut VectorF64, cov: &mut MatrixF64, ) -> Result<(f64, usize), Value>

Available on crate feature v2_3 only.

Returns (chisq, rank).

pub fn linear_svd(&mut self, x: &mut MatrixF64) -> Result<(), Value>

pub fn linear_bsvd(&mut self, x: &mut MatrixF64) -> Result<(), Value>

pub fn linear_rank(&self, tol: f64) -> usize

Available on crate feature v2_3 only.

pub fn linear_solve( &mut self, lambda: f64, x: &MatrixF64, y: &VectorF64, c: &mut VectorF64, ) -> Result<(f64, f64), Value>

Returns (rnorm, snorm).

pub fn linear_stdform1( &mut self, l: &VectorF64, x: &MatrixF64, y: &VectorF64, xs: &mut MatrixF64, ys: &mut VectorF64, ) -> Result<(), Value>

pub fn linear_wstdform1( &mut self, l: &VectorF64, x: &MatrixF64, w: &VectorF64, y: &VectorF64, xs: &mut MatrixF64, ys: &mut VectorF64, ) -> Result<(), Value>

pub fn linear_stdform2( &mut self, lqr: &MatrixF64, ltau: &VectorF64, x: &MatrixF64, y: &VectorF64, xs: &mut MatrixF64, ys: &mut VectorF64, m: &mut MatrixF64, ) -> Result<(), Value>

pub fn linear_wstdform2( &mut self, lqr: &MatrixF64, ltau: &VectorF64, x: &MatrixF64, w: &VectorF64, y: &VectorF64, xs: &mut MatrixF64, ys: &mut VectorF64, m: &mut MatrixF64, ) -> Result<(), Value>

pub fn linear_genform1( &mut self, l: &VectorF64, cs: &VectorF64, c: &mut VectorF64, ) -> Result<(), Value>

pub fn linear_genform2( &mut self, lqr: &MatrixF64, ltau: &VectorF64, x: &MatrixF64, y: &VectorF64, cs: &VectorF64, m: &MatrixF64, c: &mut VectorF64, ) -> Result<(), Value>

pub fn linear_wgenform2( &mut self, lqr: &MatrixF64, ltau: &VectorF64, x: &MatrixF64, w: &VectorF64, y: &VectorF64, cs: &VectorF64, m: &MatrixF64, c: &mut VectorF64, ) -> Result<(), Value>

pub fn linear_lcurve( &mut self, y: &VectorF64, reg_param: &mut VectorF64, rho: &mut VectorF64, eta: &mut VectorF64, ) -> Result<(), Value>

pub fn linear_Lsobolev( &mut self, p: usize, kmax: usize, alpha: &VectorF64, l: &mut MatrixF64, ) -> Result<(), Value>

pub fn wlinear( &mut self, x: &MatrixF64, w: &VectorF64, y: &VectorF64, c: &mut VectorF64, cov: &mut MatrixF64, ) -> Result<f64, Value>

Returns chisq.

pub fn wlinear_tsvd( &mut self, x: &MatrixF64, w: &VectorF64, y: &VectorF64, tol: f64, c: &mut VectorF64, cov: &mut MatrixF64, ) -> Result<(f64, usize), Value>

Available on crate feature v2_3 only.

Returns (chisq, rank).

pub fn wlinear_svd( &mut self, x: &MatrixF64, w: &VectorF64, y: &VectorF64, tol: f64, c: &mut VectorF64, cov: &mut MatrixF64, ) -> Result<(usize, f64), Value>

Returns (rank, chisq).

pub fn wlinear_usvd( &mut self, x: &MatrixF64, w: &VectorF64, y: &VectorF64, tol: f64, c: &mut VectorF64, cov: &mut MatrixF64, ) -> Result<(usize, f64), Value>

Returns (rank, chisq).

pub fn linear_rcond(&mut self) -> f64

Available on crate feature v2_1 only.

pub fn linear_gcv_init( &mut self, y: &VectorF64, reg_param: &mut VectorF64, UTy: &mut VectorF64, ) -> Result<f64, Value>

Returns delta0.

pub fn linear_gcv_curve( &mut self, reg_param: &VectorF64, UTy: &VectorF64, delta0: f64, g: &mut VectorF64, ) -> Result<(), Value>

pub fn linear_gcv_min( &mut self, reg_param: &VectorF64, UTy: &VectorF64, g: &VectorF64, delta0: f64, ) -> Result<f64, Value>

Returns lambda.

pub fn linear_gcv_calc( &mut self, lambda: f64, UTy: &VectorF64, delta0: f64, ) -> f64

pub fn linear_gcv( &mut self, y: &VectorF64, reg_param: &mut VectorF64, g: &mut VectorF64, ) -> Result<(f64, f64), Value>

Returns (lambda, g_lambda).

Trait Implementations

impl Drop for MultifitLinearWorkspace

fn drop(&mut self)

Executes the destructor for this type.