Meg 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

meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

autoreject

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

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

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

hnn-core

Simulation and optimization of neural circuits for MEG/EEG source estimates

mnelab

MNELAB – a GUI for MNE-Python

asrpy

Artifact Subspace Reconstruction for Python

neurora

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

hsmm-mvpy

Repository for the hmp python package

hypyp

The Hyperscanning Python Pipeline

meggie

User-friendly graphical user interface to do M/EEG analysis.

alphacsc

Convolutional dictionary learning for noisy signals.

cmne

Contextual Minimum Norm Estimates (CMNE)

hmp

Repository for the hmp python package

pyrasa

a package for spectral parametrization in python based on the IRASA algorithm

esinet

EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your MNE-based M/EEG code

mne-rsa

Representational Similarity Analysis on MEG and EEG data

telluride-decoding

Telluride Decoding Toolbox