Eeg Python Packages

mne

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

neurokit2

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

mne-bids

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

pyriemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

braindecode

Deep learning software to decode EEG, ECG or MEG signals

pybv

A lightweight I/O utility for the BrainVision data format, written in Python.

pyprep

PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data

moabb

Mother of All BCI Benchmarks

brainflow

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

mne-icalabel

Automatic labeling of ICA components in Python.

meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

specparam

Parameterizing neural power spectra into periodic & aperiodic components.

eegdash

EEG-DaSh: an open data, tool, and compute resource. a Python library and catalog for 700+ BIDS-first EEG, MEG, fNIRS, EMG, and iEEG datasets, ML-ready via PyTorch

hedtools

Python validation, summary, and analysis tools for HED (Hierarchical Event Descriptors).

biosppy

Biosignal Processing in Python

fooof

Parameterizing neural power spectra into periodic & aperiodic components.

openmeeg

A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.

eelbrain

MEG/EEG analysis tools

asrpy

Artifact Subspace Reconstruction for Python

eegprep

EEGPrep is an automated preprocessing tool for human EEG data built on a benchmarked EEGLAB pipeline

timeflux

The programming interface for your body and mind

wonambi

Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.

bids-manager

GUI and CLI tool for raw-to-BIDS conversion, curation, metadata editing, and validation for MRI, EEG, MEG, and physiological recordings.