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Logprob derivation for Min of continuous IID variables #6846

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Merged
merged 4 commits into from
Sep 4, 2023

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Dhruvanshu-Joshi
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@Dhruvanshu-Joshi Dhruvanshu-Joshi commented Aug 6, 2023

What is this PR about?
This PR aims to provide a solution for implementing the Max operation from order statistics to solve the issue #6350 and issue 6773. This is an extension of #6769. More tests related to MIN operation are to be added.

Checklist

Major / Breaking Changes

  • ...

New features

  • Logprob derivation for pt.min

Bugfixes

  • ...

Documentation

  • ...

Maintenance

  • ...

📚 Documentation preview 📚: https://pymc--6846.org.readthedocs.build/en/6846/

@Dhruvanshu-Joshi Dhruvanshu-Joshi changed the title Logprob derivation of min Logprob derivation for Min of continuous IID variables Aug 6, 2023
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codecov bot commented Aug 6, 2023

Codecov Report

Merging #6846 (44614fb) into main (accabdf) will decrease coverage by 42.13%.
Report is 19 commits behind head on main.
The diff coverage is 24.46%.

Additional details and impacted files

Impacted file tree graph

@@             Coverage Diff             @@
##             main    #6846       +/-   ##
===========================================
- Coverage   92.03%   49.90%   -42.13%     
===========================================
  Files          96      100        +4     
  Lines       16369    16848      +479     
===========================================
- Hits        15065     8408     -6657     
- Misses       1304     8440     +7136     
Files Changed Coverage Δ
pymc/logprob/transforms.py 53.41% <9.09%> (-41.27%) ⬇️
pymc/logprob/order.py 30.20% <22.44%> (-67.67%) ⬇️
pymc/distributions/multivariate.py 34.59% <25.00%> (-57.64%) ⬇️
pymc/sampling/jax.py 98.30% <100.00%> (+0.04%) ⬆️

... and 79 files with indirect coverage changes

@Dhruvanshu-Joshi Dhruvanshu-Joshi marked this pull request as ready for review August 21, 2023 14:20
@Dhruvanshu-Joshi
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@ricardoV94 @larryshamalama Is this PR good to be merged or are we left with something here?

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2 participants