Implementation of diffuse flux in the background#449

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sathanas31 wants to merge 18 commits intomasterfrom

diffuse_flux_bkg

Commits on Nov 29, 2025

make SoB splines class
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Commits on Dec 18, 2025

1. add bkg spatial into SoB_splines class
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import SoB_splines class to use its staticmethod make_plot
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add SoB class name in the spline paths if it's NOT the default "no_difffuse" (ie atm-only). Adds extra arg in the smoothing_precision_string, llh_energy_hash_pickles, and bkg_spline_path func
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add simulate_bkg_with_diffuse method in the NTSeason. Same as the simulate_background(), but takes a bkg_weights func as an arg, so that the diffuse + atm weights are calculated for given MC
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1. add simulate_bkg_with_diffuse() in Season, which raises NotImplementedError (only for NT!!)
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Add an optional SoB arg when creating SpatialPDF. This is only relevant for the BackgroundSpatialPDF, particularly for the ZenithSpline where SoB_splines class is needed for the create_background_f…
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Changes in BaseInjector:
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BUGFIX: when creating dataset in BaseInjector and SoB spline name isn't "no_difffuse", have a try except clause to catch cases when datasets other than NT are used. If that's the case a NotImpleme…
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Commits on Dec 23, 2025

Commits on Jan 21, 2026

Commits on Jan 22, 2026

BUGFIX: change MockUnblindedInjector to return scrambled data for all seasons. Substitute load_background_model() with use_data_for_trials() so the exp data are correctly loaded when initializing.…
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Commits on Jan 28, 2026

Commits on Feb 2, 2026

exit ResultsHandler after making TS and params plots if only bkg trials
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