Trait peroxide::structure::matrix::LinearAlgebra

pub trait LinearAlgebra {
    // Required methods
    fn back_subs(&self, b: &Vec<f64>) -> Vec<f64>;
    fn forward_subs(&self, b: &Vec<f64>) -> Vec<f64>;
    fn lu(&self) -> PQLU;
    fn waz(&self, d_form: Form) -> Option<WAZD>;
    fn qr(&self) -> QR;
    fn svd(&self) -> SVD;
    fn rref(&self) -> Matrix;
    fn det(&self) -> f64;
    fn block(&self) -> (Matrix, Matrix, Matrix, Matrix);
    fn inv(&self) -> Matrix;
    fn pseudo_inv(&self) -> Matrix;
    fn solve(&self, b: &Vec<f64>, sk: SolveKind) -> Vec<f64>;
    fn solve_mat(&self, m: &Matrix, sk: SolveKind) -> Matrix;
    fn is_symmetric(&self) -> bool;
}

Linear algebra trait

Required Methods

fn back_subs(&self, b: &Vec<f64>) -> Vec<f64>

fn forward_subs(&self, b: &Vec<f64>) -> Vec<f64>

fn lu(&self) -> PQLU

fn waz(&self, d_form: Form) -> Option<WAZD>

fn qr(&self) -> QR

fn svd(&self) -> SVD

fn rref(&self) -> Matrix

fn det(&self) -> f64

fn block(&self) -> (Matrix, Matrix, Matrix, Matrix)

fn inv(&self) -> Matrix

fn pseudo_inv(&self) -> Matrix

fn solve(&self, b: &Vec<f64>, sk: SolveKind) -> Vec<f64>

fn solve_mat(&self, m: &Matrix, sk: SolveKind) -> Matrix

fn is_symmetric(&self) -> bool

Implementors

impl LinearAlgebra for SPMatrix

Linear algebra for sparse matrix

Caution : In every ops in this trait, there is converting process to dense matrix

impl LinearAlgebra for Matrix