I made this using Holoviews, Panel and Bokeh in Python. It was mainly an excuse to write a blog post and learn those tools but I ended up enjoying refreshing my understanding of Genetic Algorithm.

Playing around with the dashboard is also pretty fun, I found myself setting targets for a new population and trying to guess how big to set the mutation scale / time evolving to get the population to drift towards the target.

This is very cool!

Thanks! If you’re interested, you can read how it works here: https://www.scottcondron.com/jupyter/optimisation/visualisat...