Skip to content

Stochastic Cellular Automata epidemic models in Python with 2D simulations

Notifications You must be signed in to change notification settings

temp3rr0r/CellularAutomataEpidemicModels

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

70 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Cellular Automata Epidemic Models

These scripts are a "quick-to-test" precursor to the EpidemicSimulator project. The most interesting source is inside the "WorkingModels" directory which contains models that work.

Epidemic models:

  • Stochastic Cellular Automata: SEIRS (Susceptible Exposed Infected Recovered), SIS, SIR, SEIS, SIRS
  • Numerical ODE based: SIR with no birthds/deaths and SIR with birthds/deaths
  • Cellular Automata "Forest Fire": SIR
  • Coupled Lattice 2D: with Moore and von Neumann neighborhoods

Features:

  • 2D image visualizations with PyGame.
  • Graph visualizations and various random distributions with Numpy and PyLab.

Required compiler/plugins: