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Added Fancy Indexing for sparse matrix.
Why do you convert A to float64? And why do you pass an ndarray when you declared a sparse matrix as an input?

You can use this function to build the sparse matrix and the associated data:

a, A = sparse_random_inputs('csr', (4, 5))
b, B = sparse_random_inputs('csc', (4, 5))