Eeg Analysis Python Packages

yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

brainflow

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

pycrostates

A simple open source Python package for EEG microstate segmentation.

muse-analysis-tools

A set of tools to analyze and create charts from Muse EEG devices.

hu-neuro-pipeline

Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin

pyeeglab

Analyze and manipulate EEG data using PyEEGLab.

lineviewer

Python based EEG analysis tool that provides a rough data overview

phyaat

PhyAAt: Physiology of Auditory Attention - Processing Library

pypte

Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy

meeg-tools

EEG/MEG data preprocessing and analyses framework

sleepeeg

Sleep EEG preprocessing and analysis

somnio

Python library and CLI for sleep and physiological data workflows.

eeg-step

Single-trial EEG pipeline

eeg-fconn

Python library to compute functional connectivity measures from EEG

sleepeegpy

Sleep EEG preprocessing, analysis and visualization

mri2mne

Complete pipeline from an MRI in DICOM + an EEG recording to a cortical source estimate with MNE-Python. Driven in Python, runs natively on Windows, without FreeSurfer, without WSL, without Docker. (An optional volumetric BEM route is described further down; that one does use WSL + FreeSurfer.)

eeg-riemannian

IEEE Transactions on Emerging Topics in Computational Intelligence