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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-cpp Public

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

    mne-tools/mne-cpp's past year of commit activity
    C++ 177 BSD-3-Clause 143 0 1 Updated Oct 11, 2026
  • mne-python Public

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

    mne-tools/mne-python's past year of commit activity
    Python 3,542 BSD-3-Clause 1,611 502 108 Updated Oct 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
    Python 182 BSD-3-Clause 115 79 (1 issue needs help) 11 Updated Oct 10, 2026
  • mne-connectivity Public

    Connectivity algorithms that leverage the MNE-Python API.

    mne-tools/mne-connectivity's past year of commit activity
    Python 92 BSD-3-Clause 47 50 (4 issues need help) 11 Updated Oct 10, 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 19 (4 issues need help) 0 Updated Oct 10, 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 172 BSD-3-Clause 89 67 5 Updated Oct 10, 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 91 BSD-3-Clause 37 2 6 Updated Oct 9, 2026
  • mne-icalabel Public

    Automatic labeling of ICA components in Python.

    mne-tools/mne-icalabel's past year of commit activity
    Python 124 BSD-3-Clause 20 12 0 Updated Oct 9, 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 Oct 8, 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 1 Updated Oct 6, 2026
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Sponsors

  • @alexandrebarachant
  • @agramfort

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