Meg Python Packages

mne

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

398K 4K 2K

braindecode

Deep learning software to decode EEG, ECG or MEG signals

79K 1K 285

mne-bids

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

65K 182 115

specparam

Parameterizing neural power spectra into periodic & aperiodic components.

47K 450 116

fooof

Parameterizing neural power spectra into periodic & aperiodic components.

45K 450 116

meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

11K 230 57

openmeeg

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

10K 89 49

autoreject

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

9K 162 62

eelbrain

MEG/EEG analysis tools

8K 87 42

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

6K 89 12

bids-manager

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

3K 11 5

jamica

Python implementation of AMICA (Adaptive Mixture ICA) with JAX acceleration for EEG/MEG data

3K 5 2

hypyp

The Hyperscanning Python Pipeline

2K 104 48

mnelab

MNELAB – a GUI for MNE-Python

2K 294 81

neurora

A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Representational Similarity Analysis (RSA), & Inter-Subject Correlation (ISC)

2K 204 34

asrpy

Artifact Subspace Reconstruction for Python

2K 66 20

gedai

GEDAI in python

2K 26 8

cmne

Contextual MEG/EEG source estimation: an LSTM learns the temporal context of brain activity to sharpen dSPM/MNE estimates. PyTorch + ONNX, MNE-Python compatible.

2K 2 2