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feat: Add Cramer-rao uncertainties + covariance using autodiff to non-minuit fits by default #2269

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feat: Add Cramer-rao uncertainties + covariance using autodiff to non-minuit fits by default #2269

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Commits on Oct 20, 2023

  1. add autodiff machinery to jax and pytorch backends

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    phinate committed Oct 20, 2023
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  2. run linting

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    phinate committed Oct 20, 2023
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  3. fix torch by casting res to tensor

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    phinate committed Oct 20, 2023
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  4. add tensorflow

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    phinate committed Oct 20, 2023
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  5. stitch in fixed pars before calculating uncerts

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    phinate committed Oct 20, 2023
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  6. patch in fisher_cov as identity for tests

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    phinate committed Oct 20, 2023
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  7. lint

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    phinate committed Oct 20, 2023
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  8. add correlation calculations, and correctly zero out covariance and c… 

    …orrelation matricies for fixed parameters
    @phinate
    phinate committed Oct 20, 2023
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  9. fix docstrings

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    phinate committed Oct 20, 2023
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  10. adjust to ignore zeroing out corr/cov for minuit, since it already ha… 

    …ndles this
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    phinate committed Oct 20, 2023
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  11. quickly patch in skipping minuit for autodiff tests (silently passing)

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    phinate committed Oct 20, 2023
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  12. ignore venv in gitignore

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    phinate committed Oct 20, 2023
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  13. add poi_name='mu'

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    phinate committed Oct 20, 2023
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  14. document setting things to zero, and add pointers to the minuit issue… 

    … that references this behaviour being done
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    phinate committed Oct 20, 2023
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  15. [pre-commit.ci] auto fixes from pre-commit.com hooks 

    for more information, see https://pre-commit.ci
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    pre-commit-ci[bot] committed Oct 20, 2023
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Commits on Apr 23, 2024

  1. Merge branch 'main' into autodiff-uncerts

    @phinate
    phinate committed Apr 23, 2024
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