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Allow IntervalTransform to handle dynamic infinite bounds #7001

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merged 2 commits into from
Nov 8, 2023

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@ricardoV94 ricardoV94 commented Nov 8, 2023

This way we can also have stuff like TruncatedNormal("x", lower=[0, 0], upper=[10, np.inf]) which was not possible before.

Closes #6999


📚 Documentation preview 📚: https://pymc--7001.org.readthedocs.build/en/7001/

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codecov bot commented Nov 8, 2023

Codecov Report

Merging #7001 (bd20697) into main (6b051f9) will increase coverage by 4.34%.
The diff coverage is 100.00%.

Additional details and impacted files

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@@            Coverage Diff             @@
##             main    #7001      +/-   ##
==========================================
+ Coverage   87.78%   92.13%   +4.34%     
==========================================
  Files         101      101              
  Lines       16907    16921      +14     
==========================================
+ Hits        14842    15590     +748     
+ Misses       2065     1331     -734     
Files Coverage Δ
pymc/distributions/continuous.py 97.90% <ø> (+31.57%) ⬆️
pymc/logprob/transforms.py 95.45% <100.00%> (+0.15%) ⬆️

... and 7 files with indirect coverage changes

@ricardoV94 ricardoV94 merged commit ec24ce6 into pymc-devs:main Nov 8, 2023
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BUG: TruncatedNormal does not support data imputation
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