Crate lineas

Linear algebra in Rust

This library gives a wide range of functionality to matrices and vectors in Rust using fast algorithms to make your code run as fast as possible.

Making a matrix

Matrices need you to specify the size of the matrix (rows×columns) and the data type in the matrix.

let mut matrix: Matrix<2, 2, isize> = Matrix::new([[1, 0], [0, 1]]);

You can alter the data type, or dtype, with the dtype function and specify the desired dtype. The desired dtype has to satisfy some trait constraits

let matrix: Matrix<2, 2, f32> = matrix.dtype::<f32>();

Decomposition

This library includes the ability to decompose matrices with various algorithm. The full list can be seen on the decompose module doc page.

To make use of this, you will need to include the following in your code

use lineas::decompose::*;

or replace * with the specific decomposition(s) you need

Re-exports

pub use prelude::*;

Modules

decompose

Decomposition modules

generics

Implementation for generic matrix types

polynomials

Polynomial section of lineas

prelude

All the important bases