[task #16362] Library: The pooling program for the Gnuastro

[Faezeh Bidjarchian]

Follow-up Comment #3, task #16362 (project gnuastro):

We are expecting the selected pixels to be located in the center of the
pooling window.
Because the pooling is a general operator and we want to use it in another
application like WCS. For example, we don't want to shift the input by one
pixel in the sky when we select stride 1. So we must consider (like the conv
layer when using "same" padding) the row and column beside the input. But this
is not what the pooling operator is doing in ML.

When the CNN in Gnuastro is completed, It would be better to define such a
function and check how the CNN outputs change. 


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