Enum Distribution 

pub enum Distribution {
    Default,
    Bernoulli(f64),
    Uniform(f64, f64),
    Normal(f64, f64),
}

Distribution for random value of a tensor.

Variants

Default

Uniform distribution from 0 (inclusive) to 1 (exclusive).

Bernoulli(f64)

Bernoulli distribution with the given probability.

Uniform(f64, f64)

Uniform distribution [low, high).

Normal(f64, f64)

Normal distribution with the given mean and standard deviation.

Implementations

impl Distribution

pub fn sampler<R, E>(self, rng: &mut R) -> DistributionSampler<'_, E, R>

where R: Rng, E: Element + SampleUniform, StandardUniform: Distribution<E>,

Creates a new distribution sampler.

Arguments

• rng - The random number generator.

Returns

The distribution sampler.

Trait Implementations

impl Clone for Distribution

fn clone(&self) -> Distribution

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Copy for Distribution

impl Debug for Distribution

fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter.

impl Default for Distribution

fn default() -> Distribution

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for Distribution

fn deserialize<__D>( __deserializer: __D, ) -> Result<Distribution, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for Distribution

fn eq(&self, other: &Distribution) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for Distribution

fn serialize<__S>( &self, __serializer: __S, ) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for Distribution