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Some other related interesting links
Pseudospectra Gateway
Templates for the Solution of Algebraic Eigenvalue Problems
Block eigensolver package
ARPACK
LOBPCG
SLEPc, Scalable Library for Eigenvalue Problem computations
Andrew Knyazev's eigensolver page
EIGIFP
Davidson method