pyLeptophlicDM

Python codes to explore Leptophilic DM

Requirements

pyLeptophilicDM uses:

• python3
• emcee (3.0.2)

and other common python packages (numpy, pandas, etc.)

The developing environment is Anaconda3-2020.02, so it is recomennded to use Anaconda3-2020.02 or newer python environments.

How to install pyLeptophilicDM

• install git on your computer.
• git clone --recursive this project ("--recursive" option required because this project contains pymicromegas repository as a submodule).

Modules

model.py

Define Model class to descibe Leptophilic DM model.

pyleptophilicdm.py

Implementation of Leptophilic DM model (preliminary)

sampler.py

Define Sampler class, a wrapper class of emcee.EnsembleSampler, and Analyzer class to plot the result of Sampler class.

run.py

Example code to run MCMC sampling.

graphical_prior.py

Define Polygon class, utilized to define a hard-cut prior by using a given csv file.

Other Files

hepdata...csv

LHC constraints downloaded from https://www.hepdata.net/record/ins1750597?version=1&table=Exclusion%20contour%20(obs)%203

config.csv

An example file to define the configuration of Leptophilic DM model such as

• parameter names (on-code or TeX)
• parameter prior ranges
• prior types