├── .github ├── dependabot.yml └── workflows │ ├── ci.yml │ ├── docs.yml │ └── publish.yml ├── .gitignore ├── .readthedocs.yml ├── CITATION.cff ├── LICENSE.md ├── Makefile ├── README.md ├── docs ├── _templates │ ├── module.rst_t │ ├── package.rst_t │ └── toc.rst_t ├── conf.py ├── img │ ├── rascal-explainer.png │ └── workflow_combined.jpg ├── index.rst ├── installation.md ├── introduction.md ├── madminer.analysis.rst ├── madminer.core.rst ├── madminer.delphes.rst ├── madminer.fisherinformation.rst ├── madminer.lhe.rst ├── madminer.likelihood.rst ├── madminer.limits.rst ├── madminer.ml.rst ├── madminer.plotting.rst ├── madminer.sampling.rst ├── references.md ├── troubleshooting.md └── usage.md ├── environment.yml ├── examples ├── morphing_basis │ ├── animate.ipynb │ ├── interactive_basis_chooser.ipynb │ ├── morphing.gif │ └── morphing_example.ipynb ├── tutorial_particle_physics │ ├── 1_setup.ipynb │ ├── 2a_parton_level_analysis.ipynb │ ├── 2b_delphes_level_analysis.ipynb │ ├── 3a_likelihood_ratio.ipynb │ ├── 3b_score.ipynb │ ├── 3c_likelihood.ipynb │ ├── 4a_limits.ipynb │ ├── 4b_fisher_information.ipynb │ ├── 4c_information_geometry.ipynb │ ├── A1_systematic_uncertainties.ipynb │ ├── A2_ensemble_methods.ipynb │ ├── A3_reweighting_existing_samples.ipynb │ ├── A4_lh_nosyst.ipynb │ ├── A5_test_new_likelihood_module.ipynb │ ├── A6_finite_differences.ipynb │ ├── cards │ │ ├── delphes_card.dat │ │ ├── param_card_dy.dat │ │ ├── param_card_template.dat │ │ ├── proc_card_background.dat │ │ ├── proc_card_dy.dat │ │ ├── proc_card_signal.dat │ │ ├── pythia8_card.dat │ │ ├── run_card_background.dat │ │ ├── run_card_dy.dat │ │ ├── run_card_signal_large.dat │ │ └── run_card_signal_small.dat │ └── limits │ │ ├── infogeo_fishergrid_alices.npy │ │ ├── infogeo_thetagrid_alices.npy │ │ └── limits.npy └── tutorial_toy_simulator │ └── tutorial_toy_simulator.ipynb ├── madminer ├── __init__.py ├── analysis │ ├── __init__.py │ └── dataanalyzer.py ├── core │ ├── __init__.py │ └── madminer.py ├── delphes │ ├── __init__.py │ └── delphes_reader.py ├── fisherinformation │ ├── __init__.py │ ├── geometry.py │ ├── information.py │ └── manipulate.py ├── lhe │ ├── __init__.py │ └── lhe_reader.py ├── likelihood │ ├── __init__.py │ ├── base.py │ ├── histo.py │ ├── manipulate.py │ └── neural.py ├── limits │ ├── __init__.py │ └── asymptotic_limits.py ├── ml │ ├── __init__.py │ ├── base.py │ ├── double_parameterized_ratio.py │ ├── ensemble.py │ ├── likelihood.py │ ├── lookup.py │ ├── morphing_aware.py │ ├── parameterized_ratio.py │ └── score.py ├── models │ ├── __init__.py │ ├── benchmarks.py │ ├── parameters.py │ ├── readers.py │ └── systematics.py ├── plotting │ ├── __init__.py │ ├── distributions.py │ ├── fisherinformation.py │ ├── limits.py │ ├── morphing.py │ └── uncertainties.py ├── sampling │ ├── __init__.py │ ├── combine.py │ ├── parameters.py │ └── sampleaugmenter.py └── utils │ ├── __init__.py │ ├── histo.py │ ├── interfaces │ ├── __init__.py │ ├── delphes.py │ ├── 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