Tweaking the rise and fall of empires and economies
There exists some beautiful mathematical models of economies and disease that offer insights, for instance, into how our economies can crash. Traditionally, exploring these models have involved a lot of specialist mathematical programming. Here we showcase a small python framework that simplifies the programming of these kinds of models by leveraging python libraries such as dash and scipy. The framework exposes a built-in UI that allows an interactive exploration of how economies might collapse, or diseases break out into epidemics.
This talk contains discussion of epidemiological modelling of COVID-19, and of measures of violence in a nation state.
- Show examples of beautiful numerical models that use differential equations
- Show how painful it is to build the models yourself
- Describe a python framework that simplifies this
- Demonstrate how the built-in interactive UI opens up exploration