Commit History
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cleanup: remove superseded experiment scripts, notebooks, research lab; untrack local tool config
Thibaut Forest +1: Claude Fable 5Deployed path unaffected: script.py -> train/planner/submit closure and best.pickle module deps (models_cv, planner) verified importable after removal; submit.py's data/train_features.parquet kept. History retains all removed files (exp_x28 adjudication etc. referenced from comments). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>e557cb2
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Phase 34-35: retire cross-fleet CV, re-screen 72 configs, champion unchanged
Thibaut Forest +1: Claude Fable 5No behaviour change to the shipped path. models_cv.py is untouched; the only code edits are docstrings and four unused imports (planner.py numpy/FEATURES, train.py Field, submit.py sys). Champion config verified in submit.py: logbag, ALPHA=ALPHA_STATIC=0.8, EC_MARGIN=0.8, EC_PMAX=25, SPLIT_DAYS=7, FLOOR=2.5/gate 20, CLIFF_SCALE=1.0 (off). all-48 = 1661.7, public 1661.45. Phase 34: cross-fleet CV retired after a second confident false positive. rankavg won it at -18.4 (27/32 folds, p=0.0002) and is +55.3 on the real full-fleet all-48 - losing on the panel alone (+23.9), so not a warm-up weighting artifact. Root cause: every fold trains on the full history, so the harness cannot reproduce cold-start scarcity. Also closed: warm-up physics prior (logbag already best at cold origins), optimizer budget (2x60 optimal), feature LOO (best removal +2/308). Phase 35: everything ever judged on a retired instrument re-run on the surviving one. 72 configs, base reproduced 1661.7 in every group, no…7d93fb8
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Duplicate from batteryswapaichallenge/BatterySwapAI2026-Example
Co-authored-by: Jon Nordby <jonnor@users.noreply.huggingface.co>fe26a1a
