rusty_science 0.1.1

An easy to learn and use ML toolkit for rust
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47

#[macro_export]
macro_rules! panic_untrained {
    ($cond:expr, $model:expr) => {
        if $cond {
            panic!("ERROR: {} must be trained before use.", $model);
        }
    };
}

#[macro_export]
macro_rules! panic_labels_not_binary {
    ($cond:expr, $model:expr) => {
        if $cond {
            panic!("ERROR: Labels must be binary (0,1) for {}",$model);
        }
    };
}



#[macro_export]
macro_rules! panic_missing_coefficients {
    () => {
        panic!("ERROR: Unexpected issue! Model coefficients are missing. Ensure fit() was called.");
    };
}

#[macro_export]
macro_rules! panic_matrix_inversion {
    ($cond:expr, $matrix_name:expr) => {
        if $cond {
            panic!("ERROR: Matrix inversion failed for {}. Ensure it is non-singular.", $matrix_name);
        }
    };
}

#[macro_export]
macro_rules! panic_dimension_mismatch {
    ($cond:expr, $expected:expr, $found:expr) => {
        if $cond {
            panic!(
                "ERROR: Dimension mismatch! Expected: {}, Found: {}",
                $expected, $found
            );
        }
    };
}