Connects a measurement from HEPdata to a theory provided by LHE events, for the purpose of statistical inference. Used in pheno studies (e.g. ALPs, see below)

Options are:

• plotting
• get constraints at 68% and 95% CL

Run using:

• python run.py --config-name='CMS_mtt_ALPS'

config-name options are:

• CMS_mtt_ALPS: reproduce fig. 8 of https://arxiv.org/abs/2303.17634
• ATLAS_pt_ALPS: reproduce fig. 9 of https://arxiv.org/abs/2303.17634

Requirements:

• hydra
• numpy
• seaborn
• matplotlib
• black
• scipy