sidpy: Python Tools for Specific Information Dynamics
What is sidpy?
sidpy is a Python package for estimating quantities from specific information dynamics such as specific entropy rate and specific transfer entropy from data, as well as local information dynamics via the Java Information Dynamics Toolbox (JIDT). sidpy also incorporates model selection routines to determine the appropriate model order for scalar and input-output time series.
See the Jupyter notebooks in example-notebooks for a demonstration of the functionality of sidpy.
If you use sidpy in a scientific publication, please cite this GitHub repository.