[−][src]Trait tensor_rs::tensor::elemwise::ElemwiseTensorOp

pub trait ElemwiseTensorOp {
    type TensorType;
    type ElementType;
    fn abs(&self) -> Self::TensorType;

    fn acos(&self) -> Self::TensorType;

    fn asin(&self) -> Self::TensorType;

    fn atan(&self) -> Self::TensorType;

    fn ceil(&self) -> Self::TensorType;

    fn clamp(
        &self, 
        min: Self::ElementType, 
        max: Self::ElementType
    ) -> Self::TensorType;

    fn cos(&self) -> Self::TensorType;

    fn cosh(&self) -> Self::TensorType;

    fn exp(&self) -> Self::TensorType;

    fn expm1(&self) -> Self::TensorType;

    fn floor(&self) -> Self::TensorType;

    fn frac(&self) -> Self::TensorType;

    fn log(&self) -> Self::TensorType;

    fn log10(&self) -> Self::TensorType;

    fn log1p(&self) -> Self::TensorType;

    fn log1pexp(&self) -> Self::TensorType;

    fn log2(&self) -> Self::TensorType;

    fn neg(&self) -> Self::TensorType;

    fn pow(&self, n: Self::ElementType) -> Self::TensorType;

    fn reciprocal(&self) -> Self::TensorType;

    fn round(&self) -> Self::TensorType;

    fn rsqrt(&self) -> Self::TensorType;

    fn sigmoid(&self) -> Self::TensorType;

    fn sign(&self) -> Self::TensorType;

    fn sin(&self) -> Self::TensorType;

    fn sinh(&self) -> Self::TensorType;

    fn sqrt(&self) -> Self::TensorType;

    fn square(&self) -> Self::TensorType;

    fn tan(&self) -> Self::TensorType;

    fn tanh(&self) -> Self::TensorType;

    fn trunc(&self) -> Self::TensorType;
}

Associated Types

type TensorType

type ElementType

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Required methods

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

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

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

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

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

fn clamp(
    &self,
    min: Self::ElementType,
    max: Self::ElementType
) -> Self::TensorType

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

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

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

fn expm1(&self) -> Self::TensorType

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

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

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

fn log10(&self) -> Self::TensorType

fn log1p(&self) -> Self::TensorType

fn log1pexp(&self) -> Self::TensorType

fn log2(&self) -> Self::TensorType

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

fn pow(&self, n: Self::ElementType) -> Self::TensorType

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

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

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

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

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

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

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

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

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

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

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

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

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Implementors

impl<T> ElemwiseTensorOp for GenTensor<T> where
    T: Float, [src]

type TensorType = GenTensor<T>

type ElementType = T

fn log1pexp(&self) -> GenTensor<T>[src]

Better log(1 + exp(x)) see https://cran.r-project.org/web/packages/Rmpfr/vignettes/log1mexp-note.pdf

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