numpy convolution stride tricks code example

Example: numpy convolution stride tricks

import numpy as np
from numpy.lib import stride_tricks
x = np.arange(20).reshape([4, 5])
xx = stride_tricks.as_strided(x, shape=(2, 3, 3, 3), strides=x.strides + x.strides)