6 releases (breaking)
0.6.0 | Aug 24, 2024 |
---|---|
0.5.0 | Aug 17, 2024 |
0.4.0 | Aug 7, 2024 |
0.3.0 | Mar 25, 2024 |
0.1.0 | Mar 24, 2024 |
#861 in Math
320 downloads per month
Used in pyinrs
23KB
530 lines
MyMatrix
My simple matrix library that can perform fraction operations.
1. Attribute
- Name: MyMatrix.
- Language: Rust, requires rustc version >=
1.75.0
. - Goal: Write a simple matrix library that can perform fraction operations.
- Module: Fraction, Vector, Matrix
- Style: Follow Rust's official recommended style.
- Test: Using rstest for unit testing and ensure that all tests passed.
- Security: There is no
unsafe
code block. - Document: Using
cargo doc --open
to open documents.
2. Usage
To use it, add the following lines to your Cargo.toml
file:
[dependencies]
mymatrix = "0"
Some simple examples:
use mymatrix::{Fraction, Vector, Matrix};
// Vector dot product
Vector::from([1, 2, 3]) * Vector::from([4, 5, 6]); // 32
// Vector cross product
Vector::cross(&[1, 2, 3].into(), &[4, 5, 6].into()); // [-3 6 -3]
// Vector scalar product
Vector::from([1, 2, 3]) * Fraction::from((2, 5)); // [2/5 4/5 6/5]
// Matrix rank
Matrix::from([[1, 2, 3], [4, 5, 6], [7, 8, 0]]).rank(); // 3
// Matrix determinant
Matrix::from([[1, 2, 3], [4, 5, 6], [7, 8, 0]]).det().unwrap(); // 27
// Matrix inversion
Matrix::from([[1, 2, 3], [4, 5, 6], [7, 8, 0]]).inv().unwrap();
/*
[
-16/9 8/9 -1/9
14/9 -7/9 2/9
-1/9 2/9 -1/9
]
*/
let a = Matrix::from([[1, 2], [3, 4]]);
let b = Matrix::zeros(2, 2);
let c = Matrix::ones(2, 2);
let d = Matrix::identity(2);
((a + b) * (c + d)).inv().unwrap();
/*
[
-11/6 5/6
5/3 -2/3
]
*/
// inv(A) = (1/det(A)) * adj(A)
let A = Matrix::from([[1, 2, 3], [4, 5, 6], [7, 8, 0]]);
assert_eq!(A.inv().unwrap(), (Fraction::from(1) / A.det().unwrap()) * A.adj());
Dependencies
~4–5MB
~100K SLoC