Created
September 26, 2018 03:38
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spmatrix nonzero implementation
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def nonzero(self): | |
"""nonzero indices | |
Returns a tuple of arrays (row,col) containing the indices | |
of the non-zero elements of the matrix. | |
Examples | |
-------- | |
>>> from scipy.sparse import csr_matrix | |
>>> A = csr_matrix([[1,2,0],[0,0,3],[4,0,5]]) | |
>>> A.nonzero() | |
(array([0, 0, 1, 2, 2]), array([0, 1, 2, 0, 2])) | |
""" | |
# convert to COOrdinate format | |
A = self.tocoo() | |
nz_mask = A.data != 0 | |
return (A.row[nz_mask], A.col[nz_mask]) |
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