Struct GaussianMixtureSampler 

pub struct GaussianMixtureSampler { /* private fields */ }

Gaussian Mixture Model sampler.

Implementations

impl GaussianMixtureSampler

pub fn new(seed: u64, config: GaussianMixtureConfig) -> Result<Self, String>

Create a new Gaussian mixture sampler.

pub fn sample(&mut self) -> f64

Sample a value from the mixture.

pub fn sample_with_component(&mut self) -> SampleWithComponent

Sample a value with component information.

pub fn sample_n(&mut self, n: usize) -> Vec<f64>

Sample multiple values.

pub fn reset(&mut self, seed: u64)

Reset the sampler with a new seed.

pub fn config(&self) -> &GaussianMixtureConfig

Get the configuration.

pub fn ppf(&self, u: f64) -> f64

v4.1.6+: inverse CDF (quantile) for the Gaussian mixture via bisection. Result clamped to [min_value, max_value].

Trait Implementations

impl Clone for GaussianMixtureSampler

fn clone(&self) -> GaussianMixtureSampler

Returns a duplicate of the value.

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

Performs copy-assignment from source.