Struct histogram_sampler::Sampler

pub struct Sampler { /* fields omitted */ }

Used to sample values according to a histogram distribution.

See crate-level docs for details.

Use like:

let original_data = vec![
    (bin, count),
];
let sampler = Sampler::from_bins(original_data, 10 /* bin width */);

let mut rng = rand::thread_rng();
use rand::distributions::IndependentSample;
println!("{}", sampler.ind_sample(&mut rng));

Methods

impl Sampler

pub fn from_bins<I>(iter: I, bin_width: usize) -> Self where
    I: IntoIterator<Item = (usize, usize)>, 

Create a new [Sampler] from the given input histogram where the bin width is bin_width.

Trait Implementations

impl Sample<usize> for Sampler

fn sample<R: Rng>(&mut self, rng: &mut R) -> usize

Generate a random value of Support, using rng as the source of randomness.

impl IndependentSample<usize> for Sampler

fn ind_sample<R: Rng>(&self, rng: &mut R) -> usize

Generate a random value.