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EagerTensorLinalgExt

tenferro_linalg

Trait EagerTensorLinalgExt

pub trait EagerTensorLinalgExt {
Show 13 methods    // Required methods
    fn svd(&self) -> Result<(EagerTensor, EagerTensor, EagerTensor)>;
    fn svd_with_options(
        &self,
        options: SvdOptions,
    ) -> Result<(EagerTensor, EagerTensor, EagerTensor)>;
    fn qr(&self) -> Result<(EagerTensor, EagerTensor)>;
    fn qr_with_options(
        &self,
        options: QrOptions,
    ) -> Result<(EagerTensor, EagerTensor)>;
    fn lu(&self) -> Result<(EagerTensor, EagerTensor, EagerTensor, EagerTensor)>;
    fn full_piv_lu(
        &self,
    ) -> Result<(EagerTensor, EagerTensor, EagerTensor, EagerTensor, EagerTensor)>;
    fn full_piv_lu_solve(&self, b: &EagerTensor) -> Result<EagerTensor>;
    fn solve(&self, b: &EagerTensor) -> Result<EagerTensor>;
    fn cholesky(&self) -> Result<EagerTensor>;
    fn eigh(&self) -> Result<(EagerTensor, EagerTensor)>;
    fn eigh_with_options(
        &self,
        options: EighOptions,
    ) -> Result<(EagerTensor, EagerTensor)>;
    fn eig(&self) -> Result<(EagerTensor, EagerTensor)>;
    fn triangular_solve(
        &self,
        b: &EagerTensor,
        left_side: bool,
        lower: bool,
        transpose_a: bool,
        unit_diagonal: bool,
    ) -> Result<EagerTensor>;
}

Expand description

Linear algebra extension methods for EagerTensor.

Required Methods§

fn svd(&self) -> Result<(EagerTensor, EagerTensor, EagerTensor)>

fn svd_with_options( &self, options: SvdOptions, ) -> Result<(EagerTensor, EagerTensor, EagerTensor)>

fn qr(&self) -> Result<(EagerTensor, EagerTensor)>

fn qr_with_options( &self, options: QrOptions, ) -> Result<(EagerTensor, EagerTensor)>

fn lu(&self) -> Result<(EagerTensor, EagerTensor, EagerTensor, EagerTensor)>

fn full_piv_lu( &self, ) -> Result<(EagerTensor, EagerTensor, EagerTensor, EagerTensor, EagerTensor)>

fn full_piv_lu_solve(&self, b: &EagerTensor) -> Result<EagerTensor>

fn solve(&self, b: &EagerTensor) -> Result<EagerTensor>

fn cholesky(&self) -> Result<EagerTensor>

fn eigh(&self) -> Result<(EagerTensor, EagerTensor)>

fn eigh_with_options( &self, options: EighOptions, ) -> Result<(EagerTensor, EagerTensor)>

fn eig(&self) -> Result<(EagerTensor, EagerTensor)>

fn triangular_solve( &self, b: &EagerTensor, left_side: bool, lower: bool, transpose_a: bool, unit_diagonal: bool, ) -> Result<EagerTensor>

Implementations on Foreign Types§

impl EagerTensorLinalgExt for EagerTensor

fn svd(&self) -> Result<(EagerTensor, EagerTensor, EagerTensor)>

fn svd_with_options( &self, options: SvdOptions, ) -> Result<(EagerTensor, EagerTensor, EagerTensor)>

fn qr(&self) -> Result<(EagerTensor, EagerTensor)>

fn qr_with_options( &self, options: QrOptions, ) -> Result<(EagerTensor, EagerTensor)>

fn lu(&self) -> Result<(EagerTensor, EagerTensor, EagerTensor, EagerTensor)>

fn full_piv_lu( &self, ) -> Result<(EagerTensor, EagerTensor, EagerTensor, EagerTensor, EagerTensor)>

fn full_piv_lu_solve(&self, b: &EagerTensor) -> Result<EagerTensor>

fn solve(&self, b: &EagerTensor) -> Result<EagerTensor>

fn cholesky(&self) -> Result<EagerTensor>

fn eigh(&self) -> Result<(EagerTensor, EagerTensor)>

fn eigh_with_options( &self, options: EighOptions, ) -> Result<(EagerTensor, EagerTensor)>

fn eig(&self) -> Result<(EagerTensor, EagerTensor)>

fn triangular_solve( &self, b: &EagerTensor, left_side: bool, lower: bool, transpose_a: bool, unit_diagonal: bool, ) -> Result<EagerTensor>

Implementors§