"""\ Core Linear Algebra Tools =========== Linear Algebra Basics: inv --- Find the inverse of a square matrix solve --- Solve a linear system of equations det --- Find the determinant of a square matrix lstsq --- Solve linear least-squares problem pinv --- Pseudo-inverse (Moore-Penrose) using lstsq Eigenvalues and Decompositions: eig --- Find the eigenvalues and vectors of a square matrix eigh --- Find the eigenvalues and eigenvectors of a Hermitian matrix eigvals --- Find the eigenvalues of a square matrix eigvalsh --- Find the eigenvalues of a Hermitian matrix. svd --- Singular value decomposition of a matrix cholesky --- Cholesky decomposition of a matrix """ depends = ['base']