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

[Mohammad Akhlaghi]

Update of task #16362 (project gnuastro):

                Category:                    None => Libraries              
              Item Group:                    None => Enhancement            
        Percent Complete:                      0% => 80%                    

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Follow-up Comment #1:

Thanks Faezeh! This is a useful operator in many scenarios ;-).

I rebased all the commits on your branch to a single commit on the 'pool'
branch of this repository:
https://gitlab.com/makhlaghi/gnuastro-dev/-/tree/pool

I started to edit the description in the book, but noticed that you hadn't
actually described what pooling is! It was mainly a description of its
importance in CNNs. So I edited that first part of the description, but
noticed that it would be better if you do it.

For example, I see that you have a nice ASCII-art figure of pooling in the
'pool_type_on_thread' function. It would be good to bring this into the manual
and describe it more completely there. Similar to the description and
ASCII-art figure we have in the k-d trees section:
https://www.gnu.org/software/gnuastro/manual/html_node/K_002dd-tree.html

When you are done, please commit your changes in a new commit over this branch
in your repository and post it here for me to check as soon as I have some
free time ;-).


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