Agent-based Modeling of COVID19 using age distribution and family structure
Code for the preprint: The Role of Age Distribution and Family Structure on COVID-19 Dynamics: A Preliminary Modeling Assessment for Hubei and Lombardy
Running experiments
-
To get started:
python3 run_simulation.py -
To run simulations of different age-based policies
python3 simulate_agepolicies.py -h -
To run large scale parameter sweeps
python3 parameter_sweep.py -h- Also see: README_parameter_sweep.txt
The simulator
See seir_individual.py
Fitting comorbidity models
See comorbidity_inference.py. Estimates from the paper are already saved, so
you can start doing simulations without rerunning this step unless you would like
to fit your own model.