Temporal straightening - #493

Draft

edyoshikun wants to merge 13 commits into

rescale-lot-correctionfrom

temporal-straightening

Commits on Jul 24, 2026

feat(dynaclr): time-matched MMD-vs-HPI diagnostic for witness-GMM

edyoshikun
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claude
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7498c50
feat(dynaclr): control-anchored gate for weak-channel witness labels

edyoshikun
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claude
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f6018f9
fix(dynaclr): make LOT MMD comparisons consistent
edyoshikun
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a63d374
fix(dynaclr): repeat marker options in batch prediction
edyoshikun
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13bb401
fix(dynaclr): forward matrix prediction settings
edyoshikun
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c854754

Commits on Jul 27, 2026

fix(viscy-data): resize rescaled patches exactly
edyoshikun
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7f3ceca
fix(dynaclr): make LOT output replacement safe
edyoshikun
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b9952de
feat(viscy-models): add TemporalStraighteningLoss and Predictor

edyoshikun
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claude
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bfd0854
feat(dynaclr): wire temporal straightening + predictor into training

edyoshikun
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claude
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b0fc7cc
fix(dynaclr): preserve temporal sequence integrity
edyoshikun
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061d6e3
fix(dynaclr): keep temporal predictor DDP-safe
edyoshikun
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651d693
fix(dynaclr): validate and close HPI bins
edyoshikun
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f9426fa
docs(dynaclr): record temporal hardening
edyoshikun
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ac1f9e7