Learning Unseen Coexisting Attractors

This is the code for the results and figures in our paper "Learning Unseen Coexisting Attractors". They are written in Python version 3.9.12, and require recent versions of NumPy, SciPy, and matplotlib. If you are using a Python environment like Anaconda, these are likely already installed.

Python Virtual Environment

If you are not using Anaconda, or want to run this code on the command line in vanilla Python, you can create a virtual environment with the required dependencies by running:

python3 -m venv env
./env/bin/pip install -r requirements.txt

This will install the most recent version of the requirements available to you. If you wish to use the exact versions we used, use requirements-exact.txt instead.

You can then run the individual scripts, for example:

./env/bin/python SprottChaos-Torus-QuadraticNVAR-Figs1-5.py