Skip to main content

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

Project description

PyBispectra logo

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.

Installation & Requirements:

Install the package into the desired environment using pip pip install pybispectra
More information on the installation page.

Use:

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

Citing:

If you use this toolbox in your work, please include the following citation:
Binns, T. S., Pellegrini, F., Jurhar, T., & Haufe, S. (2023). PyBispectra. DOI: 10.5281/zenodo.8377820

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pybispectra-1.2.0.tar.gz (15.1 MB view hashes)

Uploaded Source

Built Distribution

pybispectra-1.2.0-py3-none-any.whl (6.4 MB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page