Module linalg

Linear algebra operations.

Enums

• Ord
  Order of the norm

Functions

• cholesky
  Compute the Cholesky decomposition of a real symmetric positive semi-definite matrix.
• cholesky_device
  Compute the Cholesky decomposition of a real symmetric positive semi-definite matrix.
• cholesky_inv
  Compute the inverse of a real symmetric positive semi-definite matrix using it’s Cholesky decomposition.
• cholesky_inv_device
  Compute the inverse of a real symmetric positive semi-definite matrix using it’s Cholesky decomposition.
• cross
  Compute the cross product of two arrays along a specified axis.
• cross_device
  Compute the cross product of two arrays along a specified axis.
• eigh
  Compute the eigenvalues and eigenvectors of a complex Hermitian or real symmetric matrix.
• eigh_device
  Compute the eigenvalues and eigenvectors of a complex Hermitian or real symmetric matrix.
• eigvalsh
  Compute the eigenvalues of a complex Hermitian or real symmetric matrix.
• eigvalsh_device
  Compute the eigenvalues of a complex Hermitian or real symmetric matrix.
• inv
  Compute the inverse of a square matrix. Returns an error if the input is not valid.
• inv_device
  Compute the inverse of a square matrix. Returns an error if the input is not valid.
• norm
  Matrix or vector norm.
• norm_device
  Matrix or vector norm.
• norm_ord
  Matrix or vector norm.
• norm_ord_device
  Matrix or vector norm.
• norm_p
  Compute p-norm of an Array
• norm_p_device
  Compute p-norm of an Array
• pinv
  Compute the (Moore-Penrose) pseudo-inverse of a matrix.
• pinv_device
  Compute the (Moore-Penrose) pseudo-inverse of a matrix.
• qr
  The QR factorization of the input matrix. Returns an error if the input is not valid.
• qr_device
  The QR factorization of the input matrix. Returns an error if the input is not valid.
• svd
  The Singular Value Decomposition (SVD) of the input matrix. Returns an error if the input is not valid.
• svd_device
  The Singular Value Decomposition (SVD) of the input matrix. Returns an error if the input is not valid.
• tri_inv
  Compute the inverse of a triangular square matrix.
• tri_inv_device
  Compute the inverse of a triangular square matrix.