├── .github ├── dependabot.yml └── workflows │ └── main.yml ├── .gitignore ├── .gitmodules ├── .pre-commit-config.yaml ├── .readthedocs.yaml ├── CHANGELOG.rst ├── LICENSES ├── LICENSE └── LICENSE_ASTROML.rst ├── README.md ├── docs ├── Makefile ├── api │ ├── hepstats.hypotests.calculators.asymptotic_calculator.rst │ ├── hepstats.hypotests.calculators.basecalculator.rst │ ├── hepstats.hypotests.calculators.frequentist_calculator.rst │ ├── hepstats.hypotests.calculators.rst │ ├── hepstats.hypotests.core.basetest.rst │ ├── hepstats.hypotests.core.confidence_interval.rst │ ├── hepstats.hypotests.core.discovery.rst │ ├── hepstats.hypotests.core.rst │ ├── hepstats.hypotests.core.upperlimit.rst │ ├── hepstats.hypotests.exceptions.rst │ ├── hepstats.hypotests.hypotests_object.rst │ ├── hepstats.hypotests.parameters.rst │ ├── hepstats.hypotests.rst │ ├── hepstats.hypotests.toyutils.rst │ ├── hepstats.modeling.bayesian_blocks.rst │ ├── hepstats.modeling.rst │ ├── hepstats.rst │ ├── hepstats.splot.exceptions.rst │ ├── hepstats.splot.rst │ ├── hepstats.splot.sweights.rst │ ├── hepstats.splot.warnings.rst │ ├── hepstats.utils.fit.api_check.rst │ ├── hepstats.utils.fit.diverse.rst │ ├── hepstats.utils.fit.rst │ ├── hepstats.utils.fit.sampling.rst │ ├── hepstats.utils.rst │ ├── hepstats.version.rst │ ├── hypotests.rst │ ├── index.rst │ ├── modeling.rst │ ├── modules.rst │ ├── splot.rst │ └── utils.rst ├── bib │ └── references.bib ├── bibliography.rst ├── conf.py ├── getting_started │ ├── hypotests.rst │ ├── index.rst │ ├── modeling.rst │ └── splot.rst ├── images │ ├── logo.pdf │ ├── logo.png │ ├── logo.xcf │ ├── logo_medium.png │ └── logo_small.png ├── index.rst ├── make.bat ├── make_docs.sh └── whats_new.rst ├── environment.yml ├── notebooks ├── README.md ├── hypotests │ ├── FC_interval_asy.ipynb │ ├── FC_interval_freq.ipynb │ ├── Simultaneous_fit_discovery_splot.ipynb │ ├── __init__.py │ ├── asy_ci.png │ ├── asy_ul.png │ ├── confidenceinterval_asy_zfit.ipynb │ ├── confidenceinterval_freq_zfit.ipynb │ ├── counting.ipynb │ ├── discovery_asy_zfit.ipynb │ ├── discovery_freq_zfit.ipynb │ ├── toys │ │ ├── FC_toys_-1.0.yml │ │ ├── FC_toys_-2.0.npz │ │ ├── FC_toys_-2.0.yml │ │ ├── FC_toys_-3.0.yml │ │ ├── FC_toys_-4.0.yml │ │ ├── FC_toys_-5.0.yml │ │ ├── FC_toys_-6.0.yml │ │ ├── FC_toys_0.0.yml │ │ ├── FC_toys_1.0.yml │ │ ├── FC_toys_2.0.yml │ │ ├── FC_toys_3.0.yml │ │ ├── FC_toys_4.0.yml │ │ ├── FC_toys_5.0.yml │ │ ├── FC_toys_6.0.yml │ │ ├── ci_freq_zfit_toys.yml │ │ ├── discovery_freq_zfit_toys.yml │ │ └── upperlimit_freq_zfit_toys.yml │ ├── upperlimit_asy_zfit.ipynb │ ├── upperlimit_freq_zfit.ipynb │ └── utils.py ├── modeling │ ├── bayesian_blocks.ipynb │ ├── bayesian_blocks_example.png │ ├── hists_2LP.png │ ├── hists_MuPT.png │ └── hists_jPT.png └── splots │ ├── splot_example.ipynb │ ├── splot_example_2.ipynb │ └── utils.py ├── pyproject.toml ├── src └── hepstats │ ├── __init__.py │ ├── hypotests │ ├── README.md │ ├── __init__.py │ ├── calculators │ │ ├── __init__.py │ │ ├── asymptotic_calculator.py │ │ ├── basecalculator.py │ │ └── frequentist_calculator.py │ ├── core │ │ ├── __init__.py │ │ ├── basetest.py │ │ ├── confidence_interval.py │ │ ├── discovery.py │ │ └── upperlimit.py │ ├── exceptions.py │ ├── hypotests_object.py │ ├── parameters.py │ └── toyutils.py │ ├── modeling │ ├── __init__.py │ └── bayesian_blocks.py │ ├── splot │ ├── __init__.py │ ├── exceptions.py │ ├── sweights.py │ └── warnings.py │ └── utils │ ├── __init__.py │ └── fit │ ├── __init__.py │ ├── api_check.py │ ├── diverse.py │ └── sampling.py ├── test_simultaneous_fit.py └── tests ├── __init__.py ├── conftest.py ├── hypotests ├── data │ ├── cls_pvalues.npz │ └── clsb_pvalues.npz ├── test_basetest.py ├── test_calculators.py ├── test_confidence_intervals.py ├── test_discovery.py ├── test_parameters.py ├── test_toysutils.py └── test_upperlimit.py ├── modeling ├── __init__.py ├── data │ └── answers_bayesian_blocks.npz └── test_bayesianblocks.py └── splots └── 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