Compressed Sparse Row is a general storage format that gets ride of zero values in a matrix by storing nonzero values, their indexes, and pointers in three different arrays. This way the space and performance can be substantially improved except certain cases. Check the Compressed Sparse Row.pdf file for more info.
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CSR is a storage format that removes zeros from matrices to improve the mathematical performance on them.
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