Numerical Algorithms for Computing Eigenvectors (marckhoury.github.io)

nb: The algorithms that people use in practice (e.g. in MATLAB) are even more sophisticated and based on ARnoldi iterations, an entirely different set of algorithms, through the ARPACK set of numerical routines.