peroxide 0.30.15

Rust comprehensive scientific computation library contains linear algebra, numerical analysis, statistics and machine learning tools with farmiliar syntax
Documentation 
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extern crate peroxide;
use peroxide::fuga::*;

#[test]
fn test_max_pool_1d() {
    let w = WeightedUniform::from_max_pool_1d(f, (-2f64, 3f64), 10, 1e-5);
    // w.weights().print();
    println!("{:?}", w.intervals());
    // w.sample(100000).mean().print();
    // w.mean().print();
    let x = linspace(w.intervals()[0].0, w.intervals()[8].1, 11);
    let y1 = x.fmap(f);
    let y2 = x.fmap(|t| w.weight_at(t));
    for (a, b) in y1.iter().zip(y2.iter()) {
        println!("a: {}, b: {}", a, b);
        assert!(a <= b);
    }
}

fn f(x: f64) -> f64 {
    if x.abs() < 1f64 {
        (1f64 - x.abs())
    } else {
       0f64
    }
}