Fit the CDF with scipy.optimize.minimize - #6

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mjlarson merged 10 commits into

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mlarson/switch_to_minimize

May 8, 2026

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
bfcb3ab
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
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db87d3d
Remove InterpolatedKingPDF code. TemplateSmearedKingPDF tests are failing with reshaping errors. That comes next.
mjlarson
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3095163
Fix TemplateSmearedKingPDF tests. Add guards against alpha<=0 and beta<=1.
mjlarson
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cb0afed

Commits on May 7, 2026

Add in-code masking of events during set_events. Results in a ~60% speed improvement.
mjlarson
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460631a
Some speed and debugging improvements.
mjlarson
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84a3759
Remove debugging lines.
mjlarson
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da1a5ab

Commits on May 8, 2026

Copilot review fixes.
mjlarson
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5d3dbca
Fix docs
mjlarson
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34817bd
more copilot suggestions.
mjlarson
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92c1ecf