numpy.argwhere — NumPy v1.13 Manual (original) (raw)

numpy. argwhere(a)[source]

Find the indices of array elements that are non-zero, grouped by element.

Parameters: a : array_like Input data.
Returns: index_array : ndarray Indices of elements that are non-zero. Indices are grouped by element.

Notes

np.argwhere(a) is the same as np.transpose(np.nonzero(a)).

The output of argwhere is not suitable for indexing arrays. For this purpose use where(a) instead.

Examples

x = np.arange(6).reshape(2,3) x array([[0, 1, 2], [3, 4, 5]]) np.argwhere(x>1) array([[0, 2], [1, 0], [1, 1], [1, 2]])