Crate linfa_linalg

Provides pure-Rust implementations of linear algebra routines for ndarray without depending on external LAPACK/BLAS libraries.

Eliminating BLAS dependencies

If this crate is being used as a BLAS-less replacement for ndarray-linalg, make sure to remove ndarray-linalg from the entire dependency tree of your crate. This is because ndarray-linalg, even as a transitive dependency, forces ndarray to be built with the blas feature, which forces all matrix multiplications to rely on a BLAS backend. This leads to linker errors if no BLAS backend is specified.

Modules

• bidiagonal
  Compact bidiagonal decomposition for matrices
• cholesky
  Cholesky decomposition on symmetric positive definite matrices.
• eigh
  Eigendecomposition for symmetric square matrices
• lobpcg
  Locally Optimal Block Preconditioned Conjugate Gradient (LOBPCG) is a matrix-free method for finding the large (or smallest) eigenvalues and the corresponding eigenvectors of a symmetric eigenvalue problem
• norm
  Norm of vectors
• qr
  QR decomposition of rectangular matrices.
• reflection
• svd
  Compact singular-value decomposition of matrices
• triangular
  Traits for creating and manipulating triangular matrices
• tridiagonal
  Tridiagonal decomposition of a symmetric matrix

Enums

• LinalgError
• Order
  Find largest or smallest eigenvalues

Type Aliases

• Result