whats the fastest way to find eigenvalues/vectors in python?

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Currently im using numpy which does the job. But, as i'm dealing with matrices with several thousands of rows/columns and later this figure will go up to tens of thousands, i was wondering if there was a package in existence that can perform this kind of calculations faster ?

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