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MNE tools for MEG and EEG data analysis

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MNE-tools hosts a collection of software packages for analysis of (human) neuroimaging data, with emphasis on EEG, MEG, ECoG, iEEG, and fNIRS data. Limited support for MRI data is also provided, mostly for defining brain surfaces/volumes used to restrict inverse imaging of external (MEG) or scalp-based (EEG) data. For more in-depth MRI or fMRI analysis, see http://nipy.org/.

Projects hosted by the MNE-tools organization are governed by our Community Guidelines.

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

    Python 3.3k 1.5k

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Showing 10 of 46 repositories

  • mne-cpp Public

    MNE-CPP: The C++ framework for real-time functional brain imaging.

    mne-tools/mne-cpp’s past year of commit activity

  • 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.

    mne-tools/mne-denoise’s past year of commit activity

    Python

    20

    BSD-3-Clause

    7 4 4

    Updated Mar 10, 2026

  • mne-nirs Public

    Process Near-Infrared Spectroscopy Data in MNE

    mne-tools/mne-nirs’s past year of commit activity

  • mne-python Public

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

    mne-tools/mne-python’s past year of commit activity

  • mne-connectivity Public

    Connectivity algorithms that leverage the MNE-Python API.

    mne-tools/mne-connectivity’s past year of commit activity

  • mne-lsl Public

    A framework for real-time brain signal streaming with MNE-Python.

    mne-tools/mne-lsl’s past year of commit activity

    Python

    83

    BSD-3-Clause

    35 3 0

    Updated Mar 10, 2026

  • mne-rsa Public

    Representational Similarity Analysis on MEG and EEG data

    mne-tools/mne-rsa’s past year of commit activity

    Python

    82

    BSD-3-Clause

    16 4 0

    Updated Mar 10, 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.

    mne-tools/mne-bids’s past year of commit activity

  • mne-tools/mne-installers’s past year of commit activity

    Python

    11

    BSD-3-Clause

    12 11 1

    Updated Mar 9, 2026

  • mne-qt-browser Public

    A new backend for the 2D data browser in MNE-Python

    mne-tools/mne-qt-browser’s past year of commit activity

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