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Fortran is a general purpose programming language widely used by the scientific computing community.
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votes
Programming with Fortran, large eigen value problem
If you don't need (distributed memory) parallelization, LAPACK or ARPACK depending on the sparsity of your problems are good choices, as already answered by Max Hutchinson.
Large parallel eigenvalue …