Core Linear Algebra Tools
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Linear Algebra Basics:
norm --- Vector or matrix norm
inv --- Inverse of a square matrix
solve --- Solve a linear system of equations
det --- Determinant of a square matrix
lstsq --- Solve linear least-squares problem
pinv --- Pseudo-inverse (Moore-Penrose) using lstsq
Eigenvalues and Decompositions:
eig --- Eigenvalues and vectors of a square matrix
eigh --- Eigenvalues and eigenvectors of a Hermitian matrix
eigvals --- Eigenvalues of a square matrix
eigvalsh --- Eigenvalues of a Hermitian matrix.
svd --- Singular value decomposition of a matrix
cholesky --- Cholesky decomposition of a matrix
Variables
- depends
depends = [ 'core' ]