How to Rejoin a Numpy Matrix After Splitting It into Sub-Matrices

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How to split in chunks (submatrices), or handle a huge matrix giving memory error on numpy? How to split in chunks (submatrices), or handle a huge matrix giving memory error on numpy?
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