extern crate intel_mkl_src;

use kickscore as ks;

#[test]
fn binary_1() {
    let mut model = ks::BinaryModel::new(ks::BinaryModelObservation::Probit);

    let k_audrey = ks::kernel::Matern52::new(1.0, 2.0);
    let k_benjamin = ks::kernel::Matern52::new(1.0, 2.0);

    model.add_item("audrey", Box::new(k_audrey));
    model.add_item("benjamin", Box::new(k_benjamin));

    model.observe(&["audrey"], &["benjamin"], 0.0);
    model.observe(&["audrey"], &["benjamin"], 1.0);
    model.observe(&["audrey"], &["benjamin"], 2.0);

    model.observe(&["audrey"], &["benjamin"], 3.0);

    model.observe(&["benjamin"], &["audrey"], 4.0);
    model.observe(&["benjamin"], &["audrey"], 5.0);
    model.observe(&["benjamin"], &["audrey"], 6.0);
    model.observe(&["benjamin"], &["audrey"], 7.0);

    model.fit();
}