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feat(dynacell): Spotlight v2 arm leaves, controls and eval waves - #507

Merged

alxndrkalinin merged 36 commits into

dynacell-modelsfrom

dynacell-spotlight-v2-evals

Sep 30, 2026

Merged

feat(dynacell): Spotlight v2 arm leaves, controls and eval waves#507
alxndrkalinin merged 36 commits into
dynacell-modelsfrom
dynacell-spotlight-v2-evals

Commits on Sep 26, 2026
- feat(dynacell): score the pix2pix2d last.ckpt baseline as Spotlight-v2 wave1c
  
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  8737150
- feat(dynacell): rebuild the UNeXt2-2D membrane Spotlight comparison on L1
  
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  9807096
- feat(dynacell): set the val-tuned C-cond mask threshold for CELL-Diff-2D
  
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Commits on Sep 28, 2026
- feat(dynacell): score the third batch of finished 2D predicts as wave1d
  
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  4dd9aed
- feat(dynacell): score the finished 2D-ablation and 3D predicts as wave2a
  
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- feat(dynacell): set the C-cond mask threshold for CELL-Diff-3D
  
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  047b77d
- feat(dynacell): score the late pix2pix3d nucleus legs as wave2b
  
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- feat(dynacell): predict the Spotlight-v2 seed replicates on A549 too
  
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- feat(dynacell): add a per-window Otsu threshold to CondMaskSource
  
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  dc817ca
- feat(dynacell): condition Spotlight-v2 C-cond on a per-window Otsu mask
  
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- chore(dynacell): move CELL-Diff-2D C-cond out of wave2a for its Otsu re-predict
  
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  b4ca3d8
Commits on Sep 29, 2026
- feat(dynacell): score seed-replicate A549 legs and UNeXt2-3D membrane v2 as wave2c
  
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  8ca9fdc
- feat(dynacell): add second-draw leaves for the FNet segaux arms and pix2pix3d v2
  
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  ff7e03b
- feat(dynacell): register the second-draw arms as eval model tokens
  
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  db0b15d
- feat(dynacell): score UNeXt2-3D nucleus segaux and its v2 baseline as wave2d
  
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  df964f6
- feat(dynacell): score the Otsu C-cond iPSC legs and CELL-Diff-2D membrane segauxself ZIKV as wave2e
  
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  da7d433
- feat(dynacell): add a second-draw leaf for the UNeXt2-3D nucleus v2 baseline
  
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  8424104
- feat(dynacell): register the UNeXt2-3D v2 second draw as an eval model token
  
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  c08dc99
- feat(dynacell): add a seg-aux loss-weight sweep for FNet-3D nucleus
  
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  b50aa7c
- feat(dynacell): register the FNet-3D weight-sweep arms as eval model tokens
  
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  f844f9c
- feat(dynacell): register the histogram-matched 3D nucleus baselines as eval model tokens
  
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  88e83c4
- feat(dynacell): add Spotlight v2 wave2f eval buckets
  
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  53aa19b
- feat(dynacell): score the histogram-matched 3D nucleus baselines as roster wave ctrl1
  
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  8c4fdaf
- feat(dynacell): add a second-draw leaf for the UNeXt2-3D membrane v2 baseline
  
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  f030476
- fix(dynacell): allow the 7-day wall for the UNeXt2-3D v2 second draws
  
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- feat(dynacell): add a second draw of the UNeXt2-3D membrane segaux arm
  
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  8cb4f97
- Merge branch 'dynacell-models' into dynacell-spotlight-v2-evals
  
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  f1a0245
- refactor(dynacell): compose the Spotlight v2 leaf recipes instead of copying them
  
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  9c5d4db
- test(dynacell): share one Spotlight v2 leaf generation across the generator tests
  
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  27a91de
- refactor(dynacell): derive the Spotlight skip list from the leaf generator's ARMS
  
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  bbea25b
- docs(dynacell): put the Spotlight v2 roster comments back on their waves
  
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  136bc8b
- fix(dynacell): refuse a constant C-cond mask window instead of masking it out
  
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  9ccbabe
- docs(dynacell): describe the C-cond Otsu threshold in the leaf generator docstring
  
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  d4d9f47
- test(dynacell): allow the 7-day wall only for the UNeXt2-3D segaux draw that exists
  
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  9cad49e
- fix(dynacell): require the mask source's completion marker before reading C-cond windows
  
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  03249b6
Commits on Sep 30, 2026
- feat(dynacell): add Spotlight v2 wave2g eval buckets
  
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  5475667

Commits

Commits on Sep 26, 2026

Commits on Sep 28, 2026

Commits on Sep 29, 2026

Commits on Sep 30, 2026