I found it a bit difficult to work with affine_transform in 3D and going off 
the stack overflow discussions linked in the issues linked in this PR, I made 
what I think is a nice user-friendly API: 
https://github.com/scipy/scipy/pull/20391. Pinging the listserv to discuss per 
lucascolley. Hope this is pretty straightforward and helpful.
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