Crate matrix_algebra

This crate intends to support basic matrix operations and arithmetic. It is quite open in the choice of the underlying scalar type.

For instance, the scalar type can be chosen to be anything that implements common arithmetic traits like Add, Sub, Div, …

The core types of this crate are Matrix, Scalar and Func. A matrix can created like this:

use matrix_algebra::Matrix;

let m = Matrix::new(vec![vec![0, 1], vec![2, 3]]);

Common arithmetic operators are implemented on the type `Matrix`:

use matrix_algebra::Matrix;

let m1 = Matrix::new(vec![vec![0, 1], vec![2, 3]]);
let m2 = Matrix::new(vec![vec![0, 1], vec![2, 3]]);

assert_eq!(m1 + m2, Matrix::new(vec![vec![0, 2], vec![4, 6]]));

Also, it is possible to apply functions wrapped by `Func` element-wise on a matrix:

use matrix_algebra::{Matrix, Func};

let sin = Func::new(|x| f64::sin(x));
let m = Matrix::new(vec![vec![0.0, 1.0], vec![2.0, 3.0]]);

assert_eq!(
  sin%m,
  Matrix::new(
   vec![vec![f64::sin(0.0), f64::sin(1.0)], vec![f64::sin(2.0), f64::sin(3.0)]]
  )
);

Scalars can by multiplied from left:

use matrix_algebra::{Matrix, Scalar};

let m = &Matrix::new(vec![vec![0, 1], vec![2, 3]]);
let s = Scalar(2);

assert_eq!(s*m, m*2);

Re-exports

pub use matrix::func::Func;

pub use matrix::scalar::Scalar;

pub use matrix::Matrix;

Modules

matrix