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final version#118

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JairMathAI wants to merge 1 commit intoMMV-Lab:mainfrom
JairMathAI:final_version/final_fixes
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final version#118
JairMathAI wants to merge 1 commit intoMMV-Lab:mainfrom
JairMathAI:final_version/final_fixes

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@JairMathAI
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I have made some minor fixes to enable correct training with both 2D and 3D images for the Probabilistic U-Net architecture. I also included a more robust implementation of the model to be used with regularizers. I am keeping the previous version for now to maintain compatibility with the SV project so Phillip can still run predictions; however, once the latest models are finalized, this older implementation will be removed.

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codecov-commenter commented Mar 12, 2026

Codecov Report

❌ Patch coverage is 11.30653% with 353 lines in your changes missing coverage. Please review.
✅ Project coverage is 16.55%. Comparing base (ba85ae2) to head (a1a9e52).
⚠️ Report is 31 commits behind head on main.

Files with missing lines Patch % Lines
mmv_im2im/models/pl_ProbUnet_old.py 0.00% 81 Missing ⚠️
mmv_im2im/models/pl_nnUnet.py 0.00% 75 Missing ⚠️
mmv_im2im/utils/misc.py 1.72% 57 Missing ⚠️
mmv_im2im/utils/nnHeuristic.py 6.97% 40 Missing ⚠️
mmv_im2im/utils/elbo_loss.py 50.00% 25 Missing and 12 partials ⚠️
mmv_im2im/models/nets/ProbUnet.py 0.00% 16 Missing ⚠️
mmv_im2im/models/pl_ProbUnet.py 0.00% 15 Missing ⚠️
mmv_im2im/proj_trainer.py 7.69% 12 Missing ⚠️
mmv_im2im/models/pl_FCN.py 0.00% 9 Missing ⚠️
mmv_im2im/proj_tester.py 16.66% 5 Missing ⚠️
... and 2 more
Additional details and impacted files
@@            Coverage Diff             @@
##            main     #118       +/-   ##
==========================================
+ Coverage   4.40%   16.55%   +12.14%     
==========================================
  Files         36       53       +17     
  Lines       2815     5444     +2629     
  Branches       0      894      +894     
==========================================
+ Hits         124      901      +777     
- Misses      2691     4400     +1709     
- Partials       0      143      +143     

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@JairMathAI JairMathAI closed this Mar 12, 2026
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2 participants