B-Side

A Bayesian system identification toolbox.

This is an ongoing work in progress to which I dedicate a portion of my personal time.

Installation

Install from PyPi

pip install bside

Alternatively, install from source to get the latest version

pip install git+https://github.com/ngalioto/bside.git

Citation

If you find any portion of this repository useful for your own work, please consider citing this paper:

@article{galioto2020bayesian,
  title={Bayesian system {ID}: optimal management of parameter, model, and measurement uncertainty},
  author={Galioto, Nicholas and Gorodetsky, Alex Arkady},
  journal={Nonlinear Dynamics},
  volume={102},
  number={1},
  pages={241--267},
  year={2020},
  publisher={Springer}
}

Author information

Author: Nicholas Galioto
Email: [email protected]
License: MIT
Copyright 2025, Nicholas Galioto