Dev gen info in sr - #95
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July 9, 2026 07:30
…ckend fix Postprocessing / control plots: - singleVarHist: optional `transform` callable applied to raw values before filling (axis must already span the transformed range). - control_plots: display flagged discriminator-score vars under x -> -log(1 - x + eps) (TRANSFORM_VARS / TRANSFORM_EPS), stretching the pile-up near 1. ratioHistPlot just renders the hist's axis, so the transform is done at fill time. - --sr flag for the --control-plots pipeline: apply the signal-region pass cut (resolved from --bmin / --sensitivity-dir via Regions.get_selection_regions) before plotting. Control-region closure (new control_region_closure.py): - Closure test for the data-driven QCD+DY estimate using the --control-region templates; now renders each MC background as its own stacked sample (reusing plotting.ratioHistPlot) plus the data-driven QCD+DY and a data/pred ratio. - Includes the --control-region template plumbing it depends on (control_region kwarg through main/get_templates/parse_args, "control" template subdir). Notebook fix: - bdt_utils only forces the Agg backend when an interactive (module://...) backend is not already active, so importing it from a notebook no longer silently breaks plt.show(). Cleanup: - Move personal scratch (notes/, paper helpers, inspector.ipynb, etc.) into untracked_utils/ and gitignore it.
…need to do full scan, should change default signals arg to SIGNALS
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Overrides #94 . Takes #94 and adds fixes on the signal splitting logic across channels. Now in templates and optimization signal is not gen-split (it is in BDT training or other studies). Kept a split version of histograms to be able to plot split templates and compare shapes. Other minor fixes, including new logic in SensitivityStudy.py to add a fixed GloParT tautau cut on top of BDT and GloParT bb cut.