LU is already implemented in UBLAS. As of QR, SVD and Cholesky you might want to spend more time in debugging and testing for any one or two of the algorithms. https://github.com/GnsP/viennacl-dev/tree/master/viennacl/linalg you can find some useful sources here. Best wishes Ganesh