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ng
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CR: feat/sleep-stage-dataset
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CR: feat/sleep-stage-dataset
#9
ng
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Commits on Oct 10, 2026
Add sleep-stage calibration plan and Watch comparison scripts
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Add sleep-stage dataset builder so Watch-labeled nights accrue from one reproducible join
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Hold out whole nights in feat2 and tolerate spaces in --nights so held-out accuracy and night filters are trustworthy
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Label rows by exact Watch segment, keep night windows disjoint, and refuse --out over an input so the dataset has no mislabeled or duplicated rows
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Harden the dataset builder so edge samples, odd DB paths, reformatted exports and nonfinite Watch HR cannot silently skew the join
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Keep feat2 running when a night has no Watch labels or a zero nightly median
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Run scripts/ Python tests in CI so the dataset builder cannot regress unnoticed
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Document a consistent pod DB snapshot and align the calibration plan with the shipped ingestion and repair rules
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Skip the dependency install for modules with no runtime deps so the scripts job can set up
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