/PyBispectra

A Python signal analysis toolbox for computing spectral-domain interactions using bispectra.

Primary LanguagePythonMIT LicenseMIT

A Python signal processing package for computing spectral- and time-domain interactions using the bispectrum.

This package provides the tools for computing phase-amplitude coupling, time delay estimation, and wave shape features using the bispectrum and bicoherence. Additional tools for computing amplitude-amplitude coupling, phase-phase coupling, and spatio-spectral filters are also provided.

Parallel processing and Numba optimisation are implemented to reduce computation times. There is a minor reliance on the MNE signal processing toolbox.

Installation & Requirements:

Install the package into the desired environment using pip pip install pybispectra
See here for the list of requirements.

Use:

To get started with the toolbox, check out the documentation and examples.