Crate sprs [−] [src]

sprs

sprs is a sparse linear algebra library for Rust.

It features a sparse matrix type, CsMat, and a sparse vector type, CsVec, both based on the compressed storage scheme.

All matrix algebra operations are supported, and support for direct sparse solvers is planned.

Examples

Matrix construction

use sprs::{CsMat, CsMatOwned, CsVec};
let eye : CsMatOwned<f64> = CsMat::eye(3);
let a = CsMat::new_csc((3, 3),
                       vec![0, 2, 4, 5],
                       vec![0, 1, 0, 2, 2],
                       vec![1., 2., 3., 4., 5.]);

Matrix vector multiplication

use sprs::{CsMat, CsVec};
let eye = CsMat::eye(5);
let x = CsVec::new(5, vec![0, 2, 4], vec![1., 2., 3.]);
let y = &eye * &x;
assert_eq!(x, y);

Matrix matrix multiplication, addition

use sprs::{CsMat, CsVec};
let eye = CsMat::eye(3);
let a = CsMat::new_csc((3, 3),
                       vec![0, 2, 4, 5],
                       vec![0, 1, 0, 2, 2],
                       vec![1., 2., 3., 4., 5.]);
let b = &eye * &a;
assert_eq!(a, b.to_csc());

Reexports

pub use sparse::{CsMat, CsMatOwned, CsMatView, CsVec, CsVecView, CsVecOwned};

pub use sparse::CompressedStorage::{CSR, CSC};

pub use sparse::construct::{vstack, hstack, bmat};

Modules

errors	Error type for sprs
sparse
stack

Type Definitions

Ix2
Ix_
Shape	The shape of a matrix. This a 2-tuple with the first element indicating the number of rows, and the second element indicating the number of columns.
SpRes