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icecube / kingmaker Public

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Fit the CDF with scipy.optimize.minimize#6

Merged

mjlarson merged 10 commits into

mainicecube/kingmaker:mainfrom

mlarson/switch_to_minimizeicecube/kingmaker:mlarson/switch_to_minimizeCopy head branch name to clipboard

May 8, 2026

Conversation Commits10 (10)Checks Files changed

Merged

Fit the CDF with scipy.optimize.minimize#6
mjlarson merged 10 commits into
mainfrom
mlarson/switch_to_minimize

Commits

Commits on May 6, 2026

Fit the CDF instead of the PDF for more stability. Use scipy's minimize instead with a numerically calculated gradient and skip the grid search.
mjlarson
committed
Add tqdm. Swap from numerical integration of CDF to an analytic form to speed up fitting and normalizations. Since normalization is faster, swap fitter and likelihood to use KingPDF instead of Inte…
mjlarson
committed
Remove InterpolatedKingPDF code. TemplateSmearedKingPDF tests are failing with reshaping errors. That comes next.
mjlarson
committed
Fix TemplateSmearedKingPDF tests. Add guards against alpha<=0 and beta<=1.
mjlarson
committed

Commits on May 7, 2026

Add in-code masking of events during set_events. Results in a ~60% speed improvement.
mjlarson
committed
Some speed and debugging improvements.
mjlarson
committed
Remove debugging lines.
mjlarson
committed

Commits on May 8, 2026

Copilot review fixes.
mjlarson
committed
Fix docs
mjlarson
committed
more copilot suggestions.
mjlarson
committed

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