alea-inference 0.1.0

A tool to perform toyMC-based inference constructions

Alea

A tool to perform toyMC-based inference constructions

alea is a public package inherited the spirits of previously private XENON likelihood definition and inference construction code binference that based on the blueice repo https://github.com/JelleAalbers/blueice.

Binference was developed for XENON1T WIMP searches by Knut Dundas Morå, and for the first XENONnT results by Robert Hammann, Knut Dundas Morå and Tim Wolf.

0.1.0 / 2023-08-11

• Unify and clean code style and docstring by @dachengx in https://github.com/XENONnT/alea/pull/68
• First runner manipulating statistical model by @dachengx in https://github.com/XENONnT/alea/pull/50
• Set best_fit_args to confidence_interval_args if None by @kdund in https://github.com/XENONnT/alea/pull/76
• Livetime scaling by @kdund in https://github.com/XENONnT/alea/pull/73

Full Changelog: https://github.com/XENONnT/alea/compare/v0.0.0...v0.1.0

0.0.0 / 2023-07-28

• readme update with pointer to previous work in lieu of commit history by @kdund in https://github.com/XENONnT/alea/pull/8
• Adds a statistical model base class (under construction by @kdund in https://github.com/XENONnT/alea/pull/7
• change folder/module name by @kdund in https://github.com/XENONnT/alea/pull/9
• Move submission_script.py also from binference to here by @dachengx in https://github.com/XENONnT/alea/pull/10
• Add simple gaussian model by @hammannr in https://github.com/XENONnT/alea/pull/12
• Parameter class by @hammannr in https://github.com/XENONnT/alea/pull/19
• Confidence intervals by @kdund in https://github.com/XENONnT/alea/pull/27
• Update README.md by @kdund in https://github.com/XENONnT/alea/pull/29
• Init code style checking, pytest, and coverage by @dachengx in https://github.com/XENONnT/alea/pull/31
• Add templates for wimp example by @hoetzsch in https://github.com/XENONnT/alea/pull/30
• Removes all hash for parameters not used for each source, and for all… by @kdund in https://github.com/XENONnT/alea/pull/37
• First implementation of an nT-like likelihood by @hammannr in https://github.com/XENONnT/alea/pull/32
• Check if some parameter is not set as guess when fitting by @kdund in https://github.com/XENONnT/alea/pull/44
• Fix likelihood_names check in statistical_model.store_data to handle unnamed likelihoods by @kdund in https://github.com/XENONnT/alea/pull/45
• Create pull_request_template.md by @dachengx in https://github.com/XENONnT/alea/pull/46
• Codes style cleaning by @dachengx in https://github.com/XENONnT/alea/pull/49
• First runner manipulating statistical model by @dachengx in https://github.com/XENONnT/alea/pull/47
• Run test on main not master by @dachengx in https://github.com/XENONnT/alea/pull/55
• Simplify file structure by @dachengx in https://github.com/XENONnT/alea/pull/51
• Move blueice_extended_model to models by @dachengx in https://github.com/XENONnT/alea/pull/56
• Change data format to only use structured arrays by @kdund in https://github.com/XENONnT/alea/pull/42
• Another fitting test by @kdund in https://github.com/XENONnT/alea/pull/59
• Add first tests module and file indexing system by @dachengx in https://github.com/XENONnT/alea/pull/54
• Shape parameters by @hammannr in https://github.com/XENONnT/alea/pull/58
• Recover examples folder, update file indexing, add notebooks folder, remove legacies by @dachengx in https://github.com/XENONnT/alea/pull/61
• Remove pdf_cache folder before pytest by @dachengx in https://github.com/XENONnT/alea/pull/65
• Make 0.0.0, initialize documentation structure based on readthedocs, add badges to README by @dachengx in https://github.com/XENONnT/alea/pull/66

New Contributors

• @kdund made their first contribution in https://github.com/XENONnT/alea/pull/8
• @dachengx made their first contribution in https://github.com/XENONnT/alea/pull/10
• @hammannr made their first contribution in https://github.com/XENONnT/alea/pull/12
• @hoetzsch made their first contribution in https://github.com/XENONnT/alea/pull/30