Rename compile_pymc to compile

[ricardoV94]

This function is becoming increasingly more important, so it deserves a less silly name

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📚 Documentation preview 📚: https://pymc--7606.org.readthedocs.build/en/7606/

[codecov]

Codecov Report

Attention: Patch coverage is 86.20690% with 4 lines in your changes missing coverage. Please review.

Project coverage is 92.84%. Comparing base (955ac23) to head (1e81087).
Report is 85 commits behind head on main.

Files with missing lines	Patch %	Lines
pymc/pytensorf.py	50.00%	2 Missing ⚠️
pymc/testing.py	75.00%	1 Missing ⚠️
pymc/variational/opvi.py	75.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #7606      +/-   ##
==========================================
- Coverage   92.85%   92.84%   -0.02%     
==========================================
  Files         106      106              
  Lines       17742    17745       +3     
==========================================
+ Hits        16474    16475       +1     
- Misses       1268     1270       +2     

Files with missing lines	Coverage Δ
pymc/backends/base.py	88.69% <100.00%> (ø)
pymc/func_utils.py	88.63% <100.00%> (ø)
pymc/gp/util.py	97.56% <100.00%> (ø)
pymc/initial_point.py	99.02% <100.00%> (ø)
pymc/model/core.py	92.84% <100.00%> (ø)
pymc/sampling/forward.py	96.15% <100.00%> (ø)
pymc/smc/kernels.py	98.16% <100.00%> (ø)
pymc/step_methods/metropolis.py	93.02% <100.00%> (ø)
pymc/step_methods/slicer.py	96.84% <100.00%> (ø)
pymc/testing.py	89.77% <75.00%> (ø)
... and 2 more

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[aloctavodia]

LGTM! This is also becoming central for Kulprit and relevant for some functionality in PreliZ. So glad to have a better name.

[aloctavodia]

I just realized that compile is one of the built-in functions in Python https://docs.python.org/3/library/functions.html#compile

[ricardoV94]

I just realized that compile is one of the built-in functions in Python https://docs.python.org/3/library/functions.html#compile

I don't think that's a problem, it's not commonly used and can still be accessed by builtins.compile. Stuff like abs and sum is much more common and also shadowed by pytensor/numpy