Auxein is a working in progress Python framework for evolutionary algorithms.

Evolution of a population while finding a Rastrigin global minimum.

Auxein is an evolutionary algorithm framework, written in Python. It's currently a work in progress far away from a first 1.0 release.

The main idea behind Auxein is to provide an efficient tool to experiment with a variety of evolutionary algorithms implementing reusable fitness functions, genotypes mutations and recombinations.

Auxin is managed with Poetry. Here how to do a bunch of things:

1. To install the project: poetry install
2. To run unit tests: poetry run pytest --cov=auxein tests
3. To run typecheck (PyRight): poetry run pyright
4. To run Flake8: poetry run flake8
5. To publish on PyPi: poetry publish --build --username=__token__ --password=pypi-...

At the moment, the documentation is a bunch of Jupyter notebooks and some Python Docstrings:

• Finding Rastrigin function global minimum with Auxein
• How to use Auxein to solve a simple linear regression problem
• How to use Auxein to solve a simple logistic regression problem

Auxein (αυξειν) means to grow in Greek.