add `cle.average_pooling` function

it would be great if down-scaling would also de-noise the data at the same time.
hence, a cle.average_pooling
see [skimage.transform.downscale_local_mean](https://scikit-image.org/docs/stable/api/skimage.transform.html#skimage.transform.downscale_local_mean)