2013-10-06 22:54:09 +08:00
|
|
|
# nalgebra
|
2013-05-15 05:17:43 +08:00
|
|
|
|
2013-10-06 22:54:09 +08:00
|
|
|
**nalgebra** is a linear algebra library written for Rust targeting:
|
|
|
|
|
|
|
|
* general-purpose linear algebra (still misses a lot of features…).
|
|
|
|
* real time computer graphics.
|
|
|
|
* real time computer physics.
|
|
|
|
|
2013-10-07 01:32:31 +08:00
|
|
|
## Using **nalgebra**
|
2013-10-06 22:54:09 +08:00
|
|
|
All the functionalities of **nalgebra** are grouped in one place: the `na` module.
|
|
|
|
This module re-exports everything and includes free functions for all traits methods.
|
|
|
|
Free functions are useful if you prefer doing something like: `na::dot(v1, v2)` instead of
|
|
|
|
`v1.dot(v2)`.
|
|
|
|
|
|
|
|
* You can import the whole prelude, including free functions, using:
|
|
|
|
|
|
|
|
```.rust
|
|
|
|
pub use nalgebra::na::*;
|
|
|
|
```
|
|
|
|
|
|
|
|
* If you dont want to import everything but only every trait:
|
|
|
|
|
|
|
|
```.rust
|
|
|
|
pub use nalgebra::traits::*;
|
|
|
|
```
|
|
|
|
|
|
|
|
* If you dont want to import everything but only every structure:
|
|
|
|
|
|
|
|
```.rust
|
|
|
|
pub use nalgebra::structs::*;
|
|
|
|
```
|
|
|
|
Of course, you can still import `nalgebra::na` alone, and get anything you want using the `na`
|
|
|
|
prefix.
|
2013-06-13 22:06:05 +08:00
|
|
|
|
2013-09-28 06:12:18 +08:00
|
|
|
## Features
|
|
|
|
**nalgebra** is meant to be a general-purpose linear algebra library (but is very far from that…),
|
|
|
|
and keeps an optimized set of tools for computational graphics and physics. Those features include:
|
2013-06-13 22:06:05 +08:00
|
|
|
|
2013-10-07 01:32:31 +08:00
|
|
|
* Vectors with static sizes: `Vec0`, `Vec1`, `Vec2`, ..., `Vec6`.
|
|
|
|
* Square matrices with static sizes: `Mat1`, `Mat2`, ..., `Mat6 `.
|
2013-10-06 22:54:09 +08:00
|
|
|
* Rotation matrices: `Rot2`, `Rot3`, `Rot4`.
|
|
|
|
* Isometries: `Iso2`, `Iso3`, `Iso4`.
|
2013-09-28 06:15:44 +08:00
|
|
|
* Dynamically sized vector: `DVec`.
|
|
|
|
* Dynamically sized (square or rectangular) matrix: `DMat`.
|
2013-10-07 01:32:31 +08:00
|
|
|
* A few methods for data analysis: `Cov`, `Mean`.
|
2013-10-07 01:20:39 +08:00
|
|
|
* Almost one trait per functionality: useful for generic programming.
|
2013-10-07 01:32:31 +08:00
|
|
|
* Operator overloading using the double trait dispatch
|
|
|
|
[trick](http://smallcultfollowing.com/babysteps/blog/2012/10/04/refining-traits-slash-impls/).
|
|
|
|
For example, the following work:
|
2013-09-28 06:12:18 +08:00
|
|
|
|
|
|
|
```rust
|
2013-10-06 22:54:09 +08:00
|
|
|
extern mod nalgebra;
|
2013-10-07 01:28:52 +08:00
|
|
|
use std::num::{Zero, One};
|
2013-10-06 22:54:09 +08:00
|
|
|
use nalgebra::na::{Vec3, Mat3};
|
|
|
|
|
|
|
|
fn main() {
|
2013-10-07 01:28:52 +08:00
|
|
|
let v: Vec3<f64> = Zero::zero();
|
|
|
|
let m: Mat3<f64> = One::one();
|
2013-10-06 22:54:09 +08:00
|
|
|
|
|
|
|
let _ = m * v; // matrix-vector multiplication.
|
|
|
|
let _ = v * m; // vector-matrix multiplication.
|
|
|
|
let _ = m * m; // matrix-matrix multiplication.
|
|
|
|
let _ = v * 2.0; // vector-scalar multiplication.
|
|
|
|
}
|
2013-09-28 06:12:18 +08:00
|
|
|
```
|
2013-05-15 05:19:58 +08:00
|
|
|
|
2013-06-13 22:06:05 +08:00
|
|
|
## Compilation
|
2013-06-15 21:11:50 +08:00
|
|
|
You will need the last rust compiler from the master branch.
|
2013-07-25 05:54:54 +08:00
|
|
|
If you encounter problems, make sure you have the last version before creating an issue.
|
2013-05-15 03:20:52 +08:00
|
|
|
|
2013-06-13 22:06:05 +08:00
|
|
|
git clone git://github.com/sebcrozet/nalgebra.git
|
|
|
|
cd nalgebra
|
|
|
|
make
|
2013-09-15 16:48:18 +08:00
|
|
|
|
2013-10-06 22:54:09 +08:00
|
|
|
You can build the documentation on the `doc` folder using:
|
2013-09-28 06:12:18 +08:00
|
|
|
|
2013-10-06 22:54:09 +08:00
|
|
|
```.rust
|
|
|
|
make doc
|
|
|
|
```
|
2013-10-07 01:32:31 +08:00
|
|
|
|
|
|
|
## **nalgebra** in use
|
|
|
|
Here are some projects using **nalgebra**.
|
|
|
|
Feel free to add your project to this list if you happen to use **nalgebra**!
|
|
|
|
|
|
|
|
* [nphysics](https://github.com/sebcrozet/nphysics): a real-time physics engine.
|
|
|
|
* [ncollide](https://github.com/sebcrozet/ncollide): a collision detection library.
|
|
|
|
* [kiss3d](https://github.com/sebcrozet/kiss3d): a minimalistic graphics engine.
|
|
|
|
* [frog](https://github.com/natal/frog): a machine learning library.
|