MNE tools for MEG and EEG data analysis

All

46 repositories

mne-icalabel
Public
Automatic labeling of ICA components in Python.
python neuroscience eeg ica
Python
•
BSD 3-Clause "New" or "Revised" License
•18•117•14•1•Updated Mar 3, 2026Mar 3, 2026
mne-tools.github.io
Public
GitHub pages for mne-tools
HTML
•
BSD 3-Clause "New" or "Revised" License
•11•14•0•0•Updated Mar 3, 2026Mar 3, 2026
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
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BSD 3-Clause "New" or "Revised" License
•102•165•82•4•Updated Mar 3, 2026Mar 3, 2026
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 oth…
python neuroscience eeg bci dss brain-computer-interface datacleaning noiseremoval
Python
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BSD 3-Clause "New" or "Revised" License
•7•19•2•2•Updated Mar 3, 2026Mar 3, 2026
mne-cpp
Public
MNE-CPP: The C++ framework for real-time functional brain imaging.
visualization c-plus-plus qt cmake real-time analysis signal-processing neuroscience clinical biomedical-informatics
C++
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BSD 3-Clause "New" or "Revised" License
•142•169•63•23•Updated Mar 3, 2026Mar 3, 2026
mne-installers
Public
Installers for MNE-Python.
mne-python
Python
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BSD 3-Clause "New" or "Revised" License
•12•10•11•1•Updated Mar 2, 2026Mar 2, 2026
mne-qt-browser
Public
A new backend for the 2D data browser in MNE-Python
Python
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BSD 3-Clause "New" or "Revised" License
•35•53•33•6•Updated Mar 2, 2026Mar 2, 2026
mne-connectivity
Public
Connectivity algorithms that leverage the MNE-Python API.
statistics dynamics connectivity mne-python
Python
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BSD 3-Clause "New" or "Revised" License
•37•86•47•8•Updated Mar 2, 2026Mar 2, 2026
mne-nirs
Public
Process Near-Infrared Spectroscopy Data in MNE
Python
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BSD 3-Clause "New" or "Revised" License
•44•107•24•0•Updated Mar 2, 2026Mar 2, 2026
mne-python
Public
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
visualization python machine-learning statistics neuroscience meg eeg neuroimaging electroencephalography magnetoencephalography
Python
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BSD 3-Clause "New" or "Revised" License
•1.5k•3.3k•532•112•Updated Mar 2, 2026Mar 2, 2026
mne-rsa
Public
Representational Similarity Analysis on MEG and EEG data
neuroscience meg eeg data-analysis mne-python
Python
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BSD 3-Clause "New" or "Revised" License
•16•81•2•1•Updated Mar 2, 2026Mar 2, 2026
mne-kit-gui
Public
Python
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BSD 3-Clause "New" or "Revised" License
•3•3•1•1•Updated Mar 2, 2026Mar 2, 2026
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
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BSD 3-Clause "New" or "Revised" License
•35•83•3•3•Updated Mar 2, 2026Mar 2, 2026
mne-features
Public
MNE-Features software for extracting features from multivariate time series
Python
•
BSD 3-Clause "New" or "Revised" License
•35•157•15•1•Updated Mar 2, 2026Mar 2, 2026
mne-bids-pipeline
Public
Automatically process entire electrophysiological datasets using MNE-Python.
python pipeline neuroscience bids mne-python group-analysis
Python
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BSD 3-Clause "New" or "Revised" License
•83•161•70•6•Updated Feb 27, 2026Feb 27, 2026
mne-testing-data
Public
Data for mne-python testing
HolyC
•57•26•1•0•Updated Jan 22, 2026Jan 22, 2026
mne-matlab
Public
MNE scripting with Matlab
MATLAB
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BSD 3-Clause "New" or "Revised" License
•39•44•2•0•Updated Jan 1, 2026Jan 1, 2026
mne-realtime
Public
Realtime data analysis with MNE-Python
realtime lsl mne-python fieldtrip-buffer
Python
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BSD 3-Clause "New" or "Revised" License
•23•57•9•1•Updated Jan 1, 2026Jan 1, 2026
mne-gui-addons
Public
MNE-Python GUI addons
Python
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BSD 3-Clause "New" or "Revised" License
•4•1•1•2•Updated Dec 23, 2025Dec 23, 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
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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•13•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
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BSD 3-Clause "New" or "Revised" License
•25•27•19•4•Updated Jul 24, 2024Jul 24, 2024
mne-misc-data
Public
Miscellaneous data
AGS Script
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BSD 3-Clause "New" or "Revised" License
•8•4•0•0•Updated Jun 25, 2024Jun 25, 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•15•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