Pyphi
PyPhi is a Python software package for calculating integrated information and its associated structures.
PyPhi is open-source and available on GitHub. It can be installed on the command line with the Python package manager via
pip install pyphi.
Online documentation is available. There are examples that demonstrate how to create a network and measure its integrated information, and comprehensive documentation of the API.
If you use this code, please cite the paper:
Mayner WGP, Marshall W, Albantakis L, Findlay G, Marchman R, Tononi G (2018) PyPhi: A toolbox for integrated information theory. PLoS Comp Biol 14(7):e1006343. https://doi.org/10.1371/journal.pcbi.1006343
Autonomy Toolbox
Autonomy is a Python package for computing measures of autonomy on small artificial agents defined by their transition probability matrices.
If you use this code, please cite the paper:
Albantakis L (2021) Quantifying the autonomy of structurally diverse automata: a comparison of candidate measures. Entropy 2021, 23(11), 1415. https://doi.org/10.3390/e23111415