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  • Separated WeakLensingNet (which worked for both DC2 and descwl) into MassMapEncoder (DC2) and ScalarShearEncoder (descwl).
  • Created standalone versions of variational_dist, cached_dataset, dc2, utils to eliminate reliance on master.
  • Simplified descwl and AnaCal workflow. Previously separate versions of the images were stored for NPE and AnaCal, now a single version of each simulation setting is stored in /nfs/turbo. Some steps for generating the final figures for each setting were not previously committed; now we demonstrate the full workflow in descwl/results.
  • Reorganized and renamed configs and notebooks in the dc2 and descwl subfolders. Ran all notebooks. Old notebooks and scripts are marked as deprecated.
  • Rewrote README with updated usage instructions.

Our code for generating descwl-shear-sims images is in the image_generation folder in our descwl-shear-sims fork.

Future development of this case study will happen in blissWL.

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codecov bot commented Jan 9, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 80.64%. Comparing base (39faef5) to head (18d50bb).
⚠️ Report is 1 commits behind head on master.

Additional details and impacted files
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@jeff-regier jeff-regier merged commit a778938 into master Jan 9, 2026
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@jeff-regier jeff-regier deleted the tw/weak_lensing branch January 9, 2026 18:25
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3 participants