SciPy

scipy.sparse.spmatrix.count_nonzero

spmatrix.count_nonzero()[source]

Number of non-zero entries, equivalent to

np.count_nonzero(a.toarray())

Unlike getnnz() and the nnz property, which return the number of stored entries (the length of the data attribute), this method counts the actual number of non-zero entries in data.

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