MNE tools for MEG and EEG data analysis

All

46 repositories

mne-bids
Public
MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
neuroscience meg eeg mne neuroimaging electroencephalography bids magnetoencephalography ieeg
Python
•
BSD 3-Clause "New" or "Revised" License
•96•158•77•4•Updated Nov 4, 2025Nov 4, 2025
mne-rsa
Public
Representational Similarity Analysis on MEG and EEG data
neuroscience meg eeg data-analysis mne-python
Python
•
BSD 3-Clause "New" or "Revised" License
•13•72•2•0•Updated Nov 4, 2025Nov 4, 2025
mne-installers
Public
Installers for MNE-Python.
mne-python
Shell
•
BSD 3-Clause "New" or "Revised" License
•11•10•12•1•Updated Nov 3, 2025Nov 3, 2025
mne-qt-browser
Public
A new backend for the 2D data browser in MNE-Python
Python
•
BSD 3-Clause "New" or "Revised" License
•32•52•33•6•Updated Nov 3, 2025Nov 3, 2025
mne-kit-gui
Public
Python
•
BSD 3-Clause "New" or "Revised" License
•3•3•0•0•Updated Nov 3, 2025Nov 3, 2025
mne-nirs
Public
Process Near-Infrared Spectroscopy Data in MNE
Python
•
BSD 3-Clause "New" or "Revised" License
•40•99•23•1•Updated Nov 3, 2025Nov 3, 2025
mne-python
Public
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
visualization python machine-learning statistics neuroscience meg eeg neuroimaging electroencephalography magnetoencephalography
Python
•
BSD 3-Clause "New" or "Revised" License
•1.4k•3.1k•523•82•Updated Nov 3, 2025Nov 3, 2025
mne-lsl
Public
A framework for real-time brain signal streaming with MNE-Python.
real-time network visualisation neuroscience neuroimaging brain lsl labstreaminglayer brain-computer-interfaces
Python
•
BSD 3-Clause "New" or "Revised" License
•34•79•3•1•Updated Nov 3, 2025Nov 3, 2025
mne-connectivity
Public
Connectivity algorithms that leverage the MNE-Python API.
statistics dynamics connectivity mne-python
Python
•
BSD 3-Clause "New" or "Revised" License
•38•85•52•11•Updated Nov 3, 2025Nov 3, 2025
mne-icalabel
Public
Automatic labeling of ICA components in Python.
python neuroscience eeg ica
Python
•
BSD 3-Clause "New" or "Revised" License
•18•110•13•1•Updated Nov 3, 2025Nov 3, 2025
mne-bids-pipeline
Public
Automatically process entire electrophysiological datasets using MNE-Python.
python pipeline neuroscience bids mne-python group-analysis
Python
•
BSD 3-Clause "New" or "Revised" License
•78•152•80•9•Updated Nov 3, 2025Nov 3, 2025
mne-gui-addons
Public
MNE-Python GUI addons
Python
•
BSD 3-Clause "New" or "Revised" License
•3•1•1•2•Updated Nov 3, 2025Nov 3, 2025
mne-tools.github.io
Public
GitHub pages for mne-tools
HTML
•
BSD 3-Clause "New" or "Revised" License
•11•14•0•0•Updated Nov 2, 2025Nov 2, 2025
mne-testing-data
Public
Data for mne-python testing
HolyC
•54•25•1•0•Updated Oct 31, 2025Oct 31, 2025
mne-denoise
Public
mne-denoise provides narrow-band artefact removal tailored to MNE-Python workflows. It wraps harmonic regression techniques to suppress power-line noise and other oscillatory contaminants while preserving signal rank and interpretability.
python neuroscience eeg bci dss brain-computer-interface datacleaning noiseremoval
Python
•
BSD 3-Clause "New" or "Revised" License
•4•15•1•0•Updated Oct 21, 2025Oct 21, 2025
mne-features
Public
MNE-Features software for extracting features from multivariate time series
Python
•
BSD 3-Clause "New" or "Revised" License
•34•153•15•2•Updated Oct 17, 2025Oct 17, 2025
mne-matlab
Public
MNE scripting with Matlab
MATLAB
•
BSD 3-Clause "New" or "Revised" License
•39•42•2•0•Updated Oct 1, 2025Oct 1, 2025
mne-realtime
Public
Realtime data analysis with MNE-Python
realtime lsl mne-python fieldtrip-buffer
Python
•
BSD 3-Clause "New" or "Revised" License
•23•57•9•1•Updated Oct 1, 2025Oct 1, 2025
.github
Public
Organization-wide options
BSD 3-Clause "New" or "Revised" License
•2•1•0•0•Updated Sep 10, 2025Sep 10, 2025
curry-python-reader
Public
CURRY Reader For Python
Python
•
BSD 3-Clause "New" or "Revised" License
•6•1•0•0•Updated Sep 5, 2025Sep 5, 2025
mne-docker
Public
Repository for mne docker images
docker dask mne-python
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•7•12•1•1•Updated Sep 1, 2025Sep 1, 2025
mne-hcp
Public
MNE-HCP for processing the Human Connectome Project MEG data using MNE-Python
Python
•
BSD 3-Clause "New" or "Revised" License
•25•26•18•4•Updated Jul 24, 2024Jul 24, 2024
mne-misc-data
Public
Miscellaneous data
AGS Script
•
BSD 3-Clause "New" or "Revised" License
•8•4•0•0•Updated Jun 25, 2024Jun 25, 2024
mne-cpp
Public
MNE-CPP: A Framework for Electrophysiology
visualization c-plus-plus machine-learning qt qmake real-time cross-platform analysis signal-processing neuroscience
C++
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BSD 3-Clause "New" or "Revised" License
•144•168•63•23•Updated May 9, 2024May 9, 2024
mne-hfo
Public
Estimate/compute high-frequency oscillations (HFOs) from iEEG data that are BIDS and MNE compatible using a scikit-learn-style API.
bids mne-python ieeg hfo-detection ieeg-data mne-hfo
Python
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BSD 3-Clause "New" or "Revised" License
•16•14•21•6•Updated Dec 26, 2023Dec 26, 2023
mne-dash
Public
Remote visualization for mne tools
Python
•1•5•0•0•Updated Apr 10, 2023Apr 10, 2023
fiff-constants
Public
Bookkeeping and documentation of FIFF file format constants
12•5•5•2•Updated Mar 25, 2023Mar 25, 2023
mne-incubator
Public
Experimental versions of M/EEG analysis code
Python
•21•18•1•5•Updated Nov 9, 2022Nov 9, 2022
mne-openmeeg
Public
Integration of MNE and OpenMEEG
Python
•1•2•1•0•Updated Aug 25, 2022Aug 25, 2022
dipole-simulator
Public
Interactive demonstration of how dipole location and orientation affect MEG and EEG sensor signals
Python
•7•30•1•1•Updated Jun 18, 2022Jun 18, 2022