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Add regression test for unstable marginal HMM grad - #721

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ricardoV94 wants to merge 1 commit into
pymc-devs:mainfrom
ricardoV94:marginal_hmm_nan_grad
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Add regression test for unstable marginal HMM grad#721
ricardoV94 wants to merge 1 commit into
pymc-devs:mainfrom
ricardoV94:marginal_hmm_nan_grad

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@ricardoV94

@ricardoV94 ricardoV94 commented Jul 29, 2026

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Closes #720

Depends on pymc-devs/pymc#8382

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codecov-commenter commented Jul 29, 2026

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 85.30%. Comparing base (86fac3c) to head (0cb1540).
⚠️ Report is 34 commits behind head on main.

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@@             Coverage Diff             @@
##             main     #721       +/-   ##
===========================================
+ Coverage   51.60%   85.30%   +33.69%     
===========================================
  Files          73       98       +25     
  Lines        8003     8980      +977     
===========================================
+ Hits         4130     7660     +3530     
+ Misses       3873     1320     -2553     

see 29 files with indirect coverage changes

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Marginalized DiscreteMarkovChain: NaN gradients once the forward message exceeds the float exp limit

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