WIP: benchmarking affine transforms

[haesleinhuepf]

This demonstrates the issues reported in #196

[StRigaud]

@haesleinhuepf I have added a deprecated function with warning as well as a converter for numpy to list.

Doing it reveled a few issues:

• interpolate do not work, if set to yes, it returns an empty image, we need to investigate
• the scale function may also have an issue (tbc)

[StRigaud]

closes #196

[codecov-commenter]

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Codecov Report

Attention: Patch coverage is 56.25000% with 7 lines in your changes missing coverage. Please review.

Project coverage is 84.91%. Comparing base (e268b8e) to head (c030924).

Files	Patch %	Lines
pyclesperanto/_interroperability.py	56.25%	7 Missing ⚠️

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Additional details and impacted files

@@            Coverage Diff             @@
##             main     #197      +/-   ##
==========================================
- Coverage   85.17%   84.91%   -0.26%     
==========================================
  Files          18       18              
  Lines        1814     1830      +16     
==========================================
+ Hits         1545     1554       +9     
- Misses        269      276       +7     

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[StRigaud]

Interpolation returns 0 image. This is fixed by clEsperanto/CLIc#310 which will be available in the next release of CLIc and pyclesperanto

[StRigaud]

This should work now with the 0.11.0 release (clEsperanto/CLIc#317 && clEsperanto/CLIc#310)

[StRigaud]

Notebook runs, with interpolation and deprecated warning.

Ready to be merged