numpy.ndindex

class numpy.ndindex(*shape)

An N-dimensional iterator object to index arrays.

Given the shape of an array, an ndindex instance iterates over the N-dimensional index of the array. At each iteration a tuple of indices is returned, the last dimension is iterated over first.

Parameters

shapeints, or a single tuple of ints

The size of each dimension of the array can be passed as individual parameters or as the elements of a tuple.

See also

ndenumerate, flatiter

Examples

# dimensions as individual arguments >>> for index in np.ndindex(3, 2, 1): … print(index) (0, 0, 0) (0, 1, 0) (1, 0, 0) (1, 1, 0) (2, 0, 0) (2, 1, 0)

# same dimensions - but in a tuple (3, 2, 1) >>> for index in np.ndindex((3, 2, 1)): … print(index) (0, 0, 0) (0, 1, 0) (1, 0, 0) (1, 1, 0) (2, 0, 0) (2, 1, 0)

Methods

ndincr()

Increment the multi-dimensional index by one.

numpy.nditer.reset numpy.ndindex.ndincr