Chris@87: """\
Chris@87: Core Linear Algebra Tools
Chris@87: -------------------------
Chris@87: Linear algebra basics:
Chris@87: 
Chris@87: - norm            Vector or matrix norm
Chris@87: - inv             Inverse of a square matrix
Chris@87: - solve           Solve a linear system of equations
Chris@87: - det             Determinant of a square matrix
Chris@87: - lstsq           Solve linear least-squares problem
Chris@87: - pinv            Pseudo-inverse (Moore-Penrose) calculated using a singular
Chris@87:                   value decomposition
Chris@87: - matrix_power    Integer power of a square matrix
Chris@87: 
Chris@87: Eigenvalues and decompositions:
Chris@87: 
Chris@87: - eig             Eigenvalues and vectors of a square matrix
Chris@87: - eigh            Eigenvalues and eigenvectors of a Hermitian matrix
Chris@87: - eigvals         Eigenvalues of a square matrix
Chris@87: - eigvalsh        Eigenvalues of a Hermitian matrix
Chris@87: - qr              QR decomposition of a matrix
Chris@87: - svd             Singular value decomposition of a matrix
Chris@87: - cholesky        Cholesky decomposition of a matrix
Chris@87: 
Chris@87: Tensor operations:
Chris@87: 
Chris@87: - tensorsolve     Solve a linear tensor equation
Chris@87: - tensorinv       Calculate an inverse of a tensor
Chris@87: 
Chris@87: Exceptions:
Chris@87: 
Chris@87: - LinAlgError     Indicates a failed linear algebra operation
Chris@87: 
Chris@87: """
Chris@87: from __future__ import division, absolute_import, print_function
Chris@87: 
Chris@87: depends = ['core']