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diff --git a/numpy/linalg/info.py b/numpy/linalg/info.py
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+"""\
+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']
+