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param_sampled

Function param_sampled 

Source
pub fn param_sampled<S: Scalar>(
    name: &str,
    nominal: S,
    sampler: impl Fn(&mut StdRng) -> S + 'static,
) -> StochasticParam<S>
Expand description

Create a stochastic parameter with a custom sampling closure.

This allows plugging in any distribution:

use numra_optim::stochastic::param_sampled;
use rand::rngs::StdRng;
use rand::SeedableRng;
use rand_distr::{Distribution, Normal};

let dist = Normal::new(5.0, 1.0).unwrap();
let param = param_sampled("xi", 5.0, move |rng: &mut StdRng| dist.sample(rng));
assert_eq!(param.name, "xi");