repeat

repeat(a, repeats, axis=None)

Repeat elements of an array.

Parameters:
a : ndarray

Input array.

repeats : int

The number of repetitions for each element.

axis : int, optional

The axis along which to repeat values. By default, use the flattened input array, and return a flat output array.

Returns:
repeated_array : ndarray

Output array which has the same shape as a, except along the given axis.

Notes

Unlike the official NumPy repeat operator, this operator currently does not support array of ints for the parameter repeats.

Examples

>>> x = np.arange(4).reshape(2, 2)
>>> x
array([[0., 1.],
       [2., 3.]])
>>> np.repeat(x, repeats=3)
array([0., 0., 0., 1., 1., 1., 2., 2., 2., 3., 3., 3.])
>>> np.repeat(x, repeats=3, axis=0)
array([[0., 1.],
       [0., 1.],
       [0., 1.],
       [2., 3.],
       [2., 3.],
       [2., 3.]])
>>> np.repeat(x, repeats=3, axis=1)
array([[0., 0., 0., 1., 1., 1.],
       [2., 2., 2., 3., 3., 3.]])