This is my genetic algorithm! It's still in it's early stages.
Hopefully you can pip install it.
Documentation can be found here (Still in progress)
Demo: Himmelblau's function
(See Demo Himmelblau.ipynb)
Here is a demonstration of my genetic algorithm exploring the four minima of Himmelblau's function simultaneously.