Monte Carlo simulation of 3G rules

This project contains the Python code to do simulations of events according to the 3G rule (in German: “Geimpft, Genesen, Getestet”). It also contains the code to run an interactive session using streamlit. The Monte Carlo code makes use of numpy and numba.


It is advised to setup a virtualenv to install all dependencies. To create a virtualenv, type

python3 -m venv env

To enable the virtualenv, type

. env/bin/activate

First, you have to install wheel and upgrade pip itself

pip install wheel pip --upgrade

Now you can install all dependencies:

pip install -r requirements.txt

You can deactivate the virtualenv by typing



In the virtualenv, you can either edit and run

to create plots, or you can run

streamlit run

to create a small webserver and run an interactive session.