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@mne-tools

MNE tools for MEG and EEG data analysis

README.md

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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-python mne-python Public

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

    Python 3.5k 1.6k

Repositories

Showing 10 of 50 repositories
  • mne-connectivity Public

    Connectivity algorithms that leverage the MNE-Python API.

    mne-tools/mne-connectivity's past year of commit activity
    Python 91 BSD-3-Clause 46 49 (4 issues need help) 9 Updated Sep 22, 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
    Python 57 BSD-3-Clause 39 25 (1 issue needs help) 6 Updated Sep 22, 2026
  • mne-installers Public

    Installers for MNE-Python.

    mne-tools/mne-installers's past year of commit activity
    Python 11 BSD-3-Clause 12 7 0 Updated Sep 22, 2026
  • mne-python Public

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

    mne-tools/mne-python's past year of commit activity
    Python 3,524 BSD-3-Clause 1,597 510 109 Updated Sep 22, 2026
  • mne-bids-pipeline Public

    Automatically process entire electrophysiological datasets using MNE-Python.

    mne-tools/mne-bids-pipeline's past year of commit activity
    Python 169 BSD-3-Clause 89 68 4 Updated Sep 22, 2026
  • mne-nirs Public

    Process Near-Infrared Spectroscopy Data in MNE

    mne-tools/mne-nirs's past year of commit activity
    Python 116 BSD-3-Clause 53 20 (4 issues need help) 1 Updated Sep 22, 2026
  • mne-tools Public

    shared tooling for the MNE-Tools org

    mne-tools/mne-tools's past year of commit activity
    Python 1 5 3 0 Updated Sep 22, 2026
  • mne-rsa Public

    Representational Similarity Analysis on MEG and EEG data

    mne-tools/mne-rsa's past year of commit activity
    Python 88 BSD-3-Clause 16 3 0 Updated Sep 22, 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
    Python 183 BSD-3-Clause 114 85 (1 issue needs help) 7 Updated Sep 21, 2026
  • mne-icalabel Public

    Automatic labeling of ICA components in Python.

    mne-tools/mne-icalabel's past year of commit activity
    Python 123 BSD-3-Clause 20 13 2 Updated Sep 21, 2026
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Sponsors

  • @alexandrebarachant
  • @agramfort