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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 3.6k 1.6k

Repositories

Showing 10 of 50 repositories
  • mne-icalabel Public

    Automatic labeling of ICA components in Python.

    mne-tools/mne-icalabel's past year of commit activity
    Python 125 BSD-3-Clause 22 11 0 Updated Nov 5, 2026
  • mne-tools.github.io Public

    GitHub pages for mne-tools

    mne-tools/mne-tools.github.io's past year of commit activity
    HTML 14 BSD-3-Clause 11 0 0 Updated Nov 5, 2026
  • mne-python Public

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

    mne-tools/mne-python's past year of commit activity
    Python 3,583 BSD-3-Clause 1,627 503 115 Updated Nov 5, 2026
  • mne-connectivity Public

    Connectivity algorithms that leverage the MNE-Python API.

    mne-tools/mne-connectivity's past year of commit activity
    Python 94 BSD-3-Clause 51 54 9 Updated Nov 4, 2026
  • mne-tools Public

    shared tooling for the MNE-Tools org

    mne-tools/mne-tools's past year of commit activity
    Python 1 5 2 0 Updated Nov 4, 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 Nov 3, 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 Nov 3, 2026
  • mne-installers Public

    Installers for MNE-Python.

    mne-tools/mne-installers's past year of commit activity
    Python 11 BSD-3-Clause 13 7 0 Updated Nov 3, 2026
  • 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 93 BSD-3-Clause 38 2 3 Updated Nov 2, 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 115 81 (1 issue needs help) 8 Updated Nov 2, 2026
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Sponsors

  • @alexandrebarachant
  • @agramfort