| Resources |
Libaries and Packages
 Python
Python website
Python 2.7 documentation
NumPy, SciPy
NumPy website, SciPy website
NumPy / SciPy documentation
Handling images in Python
Python Imaging LIbrary
PIL website
PIL handbook
OpenCV
with OpenCV python and documentation
PyOpenCV
another wrapper for OpenCV
alternative website
VXL C++ Visual X Library
inlcudes numerical algorithms, imaging, geometry, etc.
Armadillo C++ Linear Algebra Library
Eigen C++ Template Library for Linear Algebra
Books
Linear algebra, matrix calculus
K. B. Petersen and M. S. Pedersen, The Matrix Cookbook, 2012.
G. H. Golub and C. F. Van Loan, Matrix Computations, 3rd ed., The John Hopkins University Press, 1996.
G. Strang, Introduction to Linear Algebra.
J. E. Gentle, Matrix Algebra: Theory, Computations, and Applications in Statistics, Springer, 2007.
L. Hogben, Handbook of Linear Algebra, Chapman & Hall/CRC, 2007.
J. R. Magnus and H. Neudecker, Matrix Differential Calculus with Applications in Statistics and Economics, 3rd ed., Wiley, 1999.
Numerical methods
W. H. Press et al., Numerical Recipes: The Art of Scientific Computing.
Probability and Statistics
StatSoft, Electronic Statistics Textbook
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