MATLAB sparse matrix GEVP

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Is there a way/function/code to find the eigenvectors and eigenvalues of a sparse matrix (possibly a large matrix as well) in MATLAB? The Generalized Eigenvalue problem needs to be solved and using eig results in errors due to singularity.

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