Implement tensor.special.logit helper

[HarshvirSandhu]

Description

Implement tensor helper equivalent for scipy.special.logit

Related Issue

• Closes Add tensor helper equivalent for scipy.special.logit #563

Checklist

• Checked that the pre-commit linting/style checks pass
• Included tests that prove the fix is effective or that the new feature works
• Added necessary documentation (docstrings and/or example notebooks)

Type of change

• New feature / enhancement

[ricardoV94]

Looks pretty good, left just a cosmetic suggestion to the test

[ricardoV94]

Pre-commit is failing though

[ricardoV94]

Thanks !

[HarshvirSandhu]

@ricardoV94
It looks like a test is failing on Python 3.12
But the test is not failing on my local computer.

[ricardoV94]

@ricardoV94 It looks like a test is failing on Python 3.12 But the test is not failing on my local computer.

Test is failing on float32, you can reproduce by adding this snippet at the top of the test file:

import pytensor
pytensor.config.floatX = "float32"

Probably just means you need to cast x_test to pytensor.config.floatX in the test (this happens all the time)

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (28f2648) 80.83% compared to head (b798ab5) 80.82%.
Report is 5 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #645      +/-   ##
==========================================
- Coverage   80.83%   80.82%   -0.01%     
==========================================
  Files         162      162              
  Lines       46797    46814      +17     
  Branches    11434    11437       +3     
==========================================
+ Hits        37827    37838      +11     
- Misses       6722     6725       +3     
- Partials     2248     2251       +3     

Files	Coverage Δ
pytensor/tensor/special.py	92.10% <100.00%> (+0.10%)	⬆️

... and 1 file with indirect coverage changes

[ricardoV94]

Thanks a lot @HarshvirSandhu