Trait tensor_rs::tensor_trait::linalg::LinearAlgbra

pub trait LinearAlgbra {
    type TensorType;
    type ElementType;
    fn norm(&self) -> Self::TensorType;
    fn normalize_unit(&self) -> Self::TensorType;
    fn lu(&self) -> Option<[Self::TensorType; 2]>;
    fn lu_solve(&self, y: &Self::TensorType) -> Option<Self::TensorType>;
    fn qr(&self) -> Option<[Self::TensorType; 2]>;
    fn eigen(&self) -> Option<[Self::TensorType; 2]>;
    fn cholesky(&self) -> Option<Self::TensorType>;
    fn det(&self) -> Option<Self::TensorType>;
    fn svd(&self) -> Option<[Self::TensorType; 3]>;
    fn inv(&self) -> Option<Self::TensorType>;
    fn pinv(&self) -> Self::TensorType;
}

Associated Types

type TensorType

type ElementType

Required methods

fn norm(&self) -> Self::TensorType

fn normalize_unit(&self) -> Self::TensorType

fn lu(&self) -> Option<[Self::TensorType; 2]>

fn lu_solve(&self, y: &Self::TensorType) -> Option<Self::TensorType>

fn qr(&self) -> Option<[Self::TensorType; 2]>

fn eigen(&self) -> Option<[Self::TensorType; 2]>

fn cholesky(&self) -> Option<Self::TensorType>

fn det(&self) -> Option<Self::TensorType>

fn svd(&self) -> Option<[Self::TensorType; 3]>

fn inv(&self) -> Option<Self::TensorType>

fn pinv(&self) -> Self::TensorType

Implementors

impl<T> LinearAlgbra for GenTensor<T> where
    T: Float, 

type TensorType = GenTensor<T>

type ElementType = T