#matrix #dynamically-sized #math #const-generics #mat #type #statically

mat-rs

no_std implementation of mathematical matrix types

1 unstable release

0.1.0 Jan 16, 2024

#938 in Rust patterns

MIT license

27KB
712 lines

mat_rs

A no_std implementation of mathematical matrix types in rust

⚠️ WIP

This library is functional, but not done. There are a couple of things on the to-do list:

  • Implement the toInverse (if even possible) and inverse methods for DMat
  • Add doc comments for types and operations
  • Add one-way interoperability between DMat and Mat (possibly through a common Matrix trait)

Features

This library crate implements two types of matrices:

  • Mat<R, C>, statically sized matrix types using const generics
  • DMat, a dynamically sized matrix type

Both of the matrix variants store f64 values internally.

Usage

Matrices can be initialised using the provided mat![] and dmat![] macros, or using some of the types' provided functions:

use mat_rs::mat::{mat, Mat};

let a = mat![
    1, 2, 3;
    4, 5, 6;
    7, 8, 9;
]; //the type will be automatically inferred as Mat<3, 3>

let b = Mat::identity(3); //3x3 identity matrix

assert_eq(a*b, a);
println!("{}", a.determinant()); //0

Operations

For the statically sized Mats, operations are defined only on valid corresponding types. For example, Mat<R, C>::add will be defined only on matrices of the same types.

This also applies to commutative matrices for multiplication, and operations that are only valid on square matrices like determinants and inverses.

Dynamic matrices will currently panic on invalid operations, so it's up to the implementer to verify sizes if necessary before performing operations.

No runtime deps