r2rs-stats 0.1.1

Statistics programming for Rust based on R's stats package
Documentation 
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// "Whatever you do, work at it with all your heart, as working for the Lord,
// not for human masters, since you know that you will receive an inheritance
// from the Lord as a reward. It is the Lord Christ you are serving."
// (Col 3:23-24)

use strafe_testing::{
    proptest::prelude::*,
    proptest_ext::{stat_w64, strafe_default_proptest_options},
};

use super::tests::*;

proptest! {
    #![proptest_config(ProptestConfig {
        ..strafe_default_proptest_options()
    })]

    #[test]
    fn linear_regression_test(
        seed in 0..std::u16::MAX,
        num_features in stat_w64(Some(1.0), Some(8.0), None),
        num_rows in stat_w64(Some(12.0), Some(50.0), None),
        fuzz_amount in stat_w64(None, Some(100.0), None),
    ) {
        linear_regression_test_inner(seed, num_features, num_rows, fuzz_amount);
    }

    #[test]
    fn generalized_linear_regression_test(
        seed in 0..std::u16::MAX,
        num_features in stat_w64(Some(1.0), Some(4.0), None),
        num_rows in stat_w64(Some(12.0), Some(40.0), None),
        fuzz_amount in stat_w64(None, Some(100.0), None),
    ) {
        generalized_linear_regression_test_inner(seed, num_features, num_rows, fuzz_amount);
    }
}