YASA

YASA (Yet Another Spindle Algorithm) is a command-line sleep analysis toolbox in Python. The main functions of YASA are:

Automatic sleep staging of polysomnography data (see preprint article).
Event detection: sleep spindles, slow-waves and rapid eye movements, on single or multi-channel EEG data.
Artefact rejection, on single or multi-channel EEG data.
Spectral analyses: bandpower, phase-amplitude coupling, 1/f slope, and more!
Hypnogram analysis: sleep statistics and stage tranisitions.

For more details, check out the API documentation, try the tutorial (Jupyter notebooks) or read the FAQ.

Project Author(s)

Raphael Vallat

This post was automatically generated by Matias Andina