Trait TracedTensorLinalgExt 

pub trait TracedTensorLinalgExt {
    // Required methods
    fn svd(&self) -> Result<(TracedTensor, TracedTensor, TracedTensor)>;
    fn svd_with_eps(
        &self,
        eps: f64,
    ) -> Result<(TracedTensor, TracedTensor, TracedTensor)>;
    fn qr(&self) -> Result<(TracedTensor, TracedTensor)>;
    fn eigh(&self) -> Result<(TracedTensor, TracedTensor)>;
    fn eigh_with_eps(&self, eps: f64) -> Result<(TracedTensor, TracedTensor)>;
    fn cholesky(&self) -> Result<TracedTensor>;
    fn lu(
        &self,
    ) -> Result<(TracedTensor, TracedTensor, TracedTensor, TracedTensor)>;
    fn full_piv_lu(
        &self,
    ) -> Result<(TracedTensor, TracedTensor, TracedTensor, TracedTensor, TracedTensor)>;
    fn eig(&self) -> Result<(TracedTensor, TracedTensor)>;
    fn solve(&self, b: &TracedTensor) -> Result<TracedTensor>;
    fn full_piv_lu_solve(&self, b: &TracedTensor) -> Result<TracedTensor>;
    fn triangular_solve(
        &self,
        b: &TracedTensor,
        left_side: bool,
        lower: bool,
        transpose_a: bool,
        unit_diagonal: bool,
    ) -> Result<TracedTensor>;
    fn slogdet(&self) -> Result<(TracedTensor, TracedTensor)>;
    fn det(&self) -> Result<TracedTensor>;
    fn inv(&self) -> Result<TracedTensor>;
    fn eigvalsh(&self) -> Result<TracedTensor>;
    fn eigvals(&self) -> Result<TracedTensor>;
    fn pinv(&self) -> Result<TracedTensor>;
    fn pinv_with_rtol(&self, rtol: f64) -> Result<TracedTensor>;
    fn norm(
        &self,
        ord: Option<f64>,
        dim: Option<&[usize]>,
        keepdim: bool,
    ) -> Result<TracedTensor>;
}

Linear algebra extension methods for TracedTensor.

Required Methods

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

fn svd_with_eps( &self, eps: f64, ) -> Result<(TracedTensor, TracedTensor, TracedTensor)>

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

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

fn eigh_with_eps(&self, eps: f64) -> Result<(TracedTensor, TracedTensor)>

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

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

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

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

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

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

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

fn slogdet(&self) -> Result<(TracedTensor, TracedTensor)>

fn det(&self) -> Result<TracedTensor>

fn inv(&self) -> Result<TracedTensor>

fn eigvalsh(&self) -> Result<TracedTensor>

fn eigvals(&self) -> Result<TracedTensor>

fn pinv(&self) -> Result<TracedTensor>

fn pinv_with_rtol(&self, rtol: f64) -> Result<TracedTensor>

fn norm( &self, ord: Option<f64>, dim: Option<&[usize]>, keepdim: bool, ) -> Result<TracedTensor>

Implementations on Foreign Types

impl TracedTensorLinalgExt for TracedTensor

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

fn svd_with_eps( &self, eps: f64, ) -> Result<(TracedTensor, TracedTensor, TracedTensor)>

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

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

fn eigh_with_eps(&self, eps: f64) -> Result<(TracedTensor, TracedTensor)>

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

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

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

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

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

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

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

fn slogdet(&self) -> Result<(TracedTensor, TracedTensor)>

fn det(&self) -> Result<TracedTensor>

fn inv(&self) -> Result<TracedTensor>

fn eigvalsh(&self) -> Result<TracedTensor>

fn eigvals(&self) -> Result<TracedTensor>

fn pinv(&self) -> Result<TracedTensor>

fn pinv_with_rtol(&self, rtol: f64) -> Result<TracedTensor>

fn norm( &self, ord: Option<f64>, dim: Option<&[usize]>, keepdim: bool, ) -> Result<TracedTensor>

Implementors