Crate ndarray_linalg [−] [src]

Linear algebra package for rust-ndarray using LAPACK via stainless-steel/lapack

Usage

Most functions in this crate is defined as self-consuming trait technique like serde does.

For example, we can execute eigh using three types of interfaces:

let a = random((3, 3));
let (eval, evec) = a.eigh(UPLO::Upper)?;
let (eval, evec) = (&a).eigh(UPLO::Upper)?;
let (eval, evec) = (&mut a).eigh(UPLO::Upper)?;

The first type a.eigh() consumes a, and the memory of a is used for evec. The second type (&a).eigh() consumes the reference (not a itself), and the memory for evec is newly allocated. The last one (&mut a).eigh() is similar to the first one; It borrows a mutably, and rewrite it to contains evec. In all cases, the array eval is newly allocated.

Reexports

pub use assert::*;

pub use generate::*;

pub use layout::*;

pub use types::*;

pub use cholesky::*;

pub use eigh::*;

pub use norm::*;

pub use opnorm::*;

pub use qr::*;

pub use solve::*;

pub use svd::*;

pub use trace::*;

pub use triangular::*;

Modules

assert	Assertions for array
cholesky	Cholesky decomposition
eigh	Eigenvalue decomposition for Hermite matrices
error	Define Errors
generate	Generator functions for matrices
lapack_traits	Define traits wrapping LAPACK routines
layout	Memory layout of matrices
norm	Norm of vectors
opnorm	Operator norm
qr	QR decomposition
solve	Solve linear problems
svd	singular-value decomposition
trace	Trace calculation
triangular	Methods for triangular matrices
types	Basic types and their methods for linear algebra

Macros

assert_aclose
assert_close_l1
assert_close_l2
assert_close_max
assert_rclose

Crate ndarray_linalg [−] [src]

Linear algebra methods

Utilities

Usage

Reexports

Modules

Macros