linear-algebra-rs

Usage

[dependencies]
opensrdk-linear-algebra = "0.7.3"
blas-src = { version = "0.8", features = ["openblas"] }
lapack-src = { version = "0.8", features = ["openblas"] }

extern crate opensrdk_linear_algebra;
extern crate blas_src;
extern crate lapack_src;

You can also use accelerate, intel-mkl and so on. See

• blas-src
• lapack-src

use opensrdk_linear_algebra::*;

Examples

• macros test code
• operators test code

Routine Naming

Prefix

• bd: Bidiagonal
• ci: Circulant
• di: Diagonal
• ge: General
  • sy_he: Symmetryc, Hermite
    • po: Positive definite
  • tr: Triangle
• gt: General tridiagonal
• kr: Kronecker
• or_un: Orthogonal, Unitary
• sp_hp: Symmetric packed, Hermite packed
  • pp: Positive definite packed
• ss: Sparse
• st_ht: Symmetric tridiagonal, Hermite tridiagonal
  • pt: Positive definite tridiagonal
• to: Toeplitz

Suffix

• sv: Solve
• trf: Triangle factorization
• tri: Triangle inversion
• trs: Triangle solution
• svd: Singular value decomposition
• ev: Eigenvalues
• evd: Eigenvalue decomposition
• trd: Tridiagonal decomposition
• det: Determinant