Trait peroxide::traits::matrix::LinearAlgebra

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

Linear algebra trait

Required Methods

fn back_subs(&self, b: &[M::Scalar]) -> Vec<M::Scalar>

fn forward_subs(&self, b: &[M::Scalar]) -> Vec<M::Scalar>

fn lu(&self) -> PQLU<M>

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

fn qr(&self) -> QR<M>

fn svd(&self) -> SVD<M>

fn cholesky(&self, uplo: UPLO) -> M

fn rref(&self) -> M

fn det(&self) -> M::Scalar

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

fn inv(&self) -> M

fn pseudo_inv(&self) -> M

fn solve(&self, b: &[M::Scalar], sk: SolveKind) -> Vec<M::Scalar>

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

fn is_symmetric(&self) -> bool

Implementors

impl LinearAlgebra<ComplexMatrix> for ComplexMatrix

impl LinearAlgebra<Matrix> for Matrix

impl LinearAlgebra<Matrix> for SPMatrix

Linear algebra for sparse matrix

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