Electroencephalography Python Packages

mne

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

mne-bids

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

braindecode

Deep learning software to decode EEG, ECG or MEG signals

autoreject

Automated rejection and repair of bad trials/sensors in M/EEG

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

niseq

group sequential tests for neuroimaging

meganorm

A Python package for normative modeling on large-scale EEG and MEG data.

mne-ari

All-Resolutions Inference for M/EEG

refsig

Package for obtaining the referential signal from a set of unipolar iEEG data

mecons

Open-source Python package for measuring consciousness.