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Q&A How to iterate over numpy array axes in array slicing?

In short, I want to access a multidimensional array, starting with an entry, say a 4D array called "new_array". new_array[0,1,2,3] and getting as an output the sliced arrays new_array[:,1,2,3],n...

1 answer  ·  posted 6mo ago by purplenanite‭  ·  last activity 6mo ago by r~~‭

Question python numpy
#1: Initial revision by user avatar purplenanite‭ · 2024-05-20T21:18:42Z (6 months ago)
How to iterate over numpy array axes in array slicing?
In short, I want to access a multidimensional array, starting with an entry, say a 4D array called "new_array".

`new_array[0,1,2,3]`

and getting as an output the sliced arrays

`new_array[:,1,2,3],new_array[0,:,2,3],new_array[0,1,:,3],new_array[0,1,2,:]`
iterating over each axis in turn

I tried starting with "[0,1,2,3]" while replacing the "i-th" array with ":", but it's not a valid entry in python arrays.

It is possible to unroll it and do everything by hand, but this does not generalize over higher dimensional arrays.
Is there a pythonic way of doing this?