Trait tensor_rs::tensor_trait::rand::Random

pub trait Random {
    type TensorType;
    type ElementType;
    fn rand_usize(
        rng: &mut StdRng, 
        dim: &[usize], 
        left: usize, 
        right: usize
    ) -> Self::TensorType;
    fn bernoulli() -> Self::TensorType;
    fn cauchy() -> Self::TensorType;
    fn exponential() -> Self::TensorType;
    fn geometric() -> Self::TensorType;
    fn log_normal() -> Self::TensorType;
    fn normal(
        rng: &mut StdRng, 
        dim: &[usize], 
        mean: Self::ElementType, 
        std: Self::ElementType
    ) -> Self::TensorType;
    fn uniform(
        rng: &mut StdRng, 
        dim: &[usize], 
        from: Self::ElementType, 
        to: Self::ElementType
    ) -> Self::TensorType;
}

Associated Types

type TensorType

type ElementType

Required methods

fn rand_usize(
    rng: &mut StdRng,
    dim: &[usize],
    left: usize,
    right: usize
) -> Self::TensorType

Generate a random int close on left, open on right.

fn bernoulli() -> Self::TensorType

fn cauchy() -> Self::TensorType

fn exponential() -> Self::TensorType

fn geometric() -> Self::TensorType

fn log_normal() -> Self::TensorType

fn normal(
    rng: &mut StdRng,
    dim: &[usize],
    mean: Self::ElementType,
    std: Self::ElementType
) -> Self::TensorType

fn uniform(
    rng: &mut StdRng,
    dim: &[usize],
    from: Self::ElementType,
    to: Self::ElementType
) -> Self::TensorType

Implementors

impl<T> Random for GenTensor<T> where
    T: Float + SampleUniform,
    StandardNormal: Distribution<T>, 

type TensorType = GenTensor<T>

type ElementType = T