Multiagent simulation of epidemics

This project contains code for:

1. Preprocess population data for further multiagent simulation
2. Sample city population to speed up simulation
3. Simulation edidemic outbreak

Directory descriptions:

1. preprocessing_pipeline This directory contains several jupyter notebooks to create appropriate population format from initial data gathered from open source. You can download data by link: https://disk.yandex.ru/d/BrcX8QUBlDOEug
2. population_sampling This directory contains jupyter notebook for sampling city population. It takes r% of households and leave only people from these households. Decreasing size of population should significantly reduce simulation time.
3. simulation_influenza To launch simulation run python example.py. You can change parameters inside example.py.