Skip to content
@mne-tools

MNE tools for MEG and EEG data analysis

README.md

MNE logo

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.

Pinned Loading

  1. mne-python mne-python Public

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

    Python 3.3k 1.5k

Repositories

Showing 10 of 46 repositories
  • mne-rsa Public

    Representational Similarity Analysis on MEG and EEG data

    mne-tools/mne-rsa’s past year of commit activity
    Python 84 BSD-3-Clause 16 3 0 Updated Mar 23, 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 166 BSD-3-Clause 104 83 (1 issue needs help) 8 Updated Mar 23, 2026
  • mne-icalabel Public

    Automatic labeling of ICA components in Python.

    mne-tools/mne-icalabel’s past year of commit activity
    Python 117 BSD-3-Clause 18 14 0 Updated Mar 23, 2026
  • mne-connectivity Public

    Connectivity algorithms that leverage the MNE-Python API.

    mne-tools/mne-connectivity’s past year of commit activity
    Python 88 BSD-3-Clause 38 48 (4 issues need help) 7 Updated Mar 23, 2026
  • mne-nirs Public

    Process Near-Infrared Spectroscopy Data in MNE

    mne-tools/mne-nirs’s past year of commit activity
    Python 108 BSD-3-Clause 46 22 (4 issues need help) 0 Updated Mar 23, 2026
  • mne-kit-gui Public
    mne-tools/mne-kit-gui’s past year of commit activity
    Python 3 BSD-3-Clause 3 1 0 Updated Mar 23, 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 53 BSD-3-Clause 36 33 (1 issue needs help) 8 Updated Mar 23, 2026
  • mne-python Public

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

    mne-tools/mne-python’s past year of commit activity
    Python 3,311 BSD-3-Clause 1,520 533 129 Updated Mar 23, 2026
  • mne-installers Public

    Installers for MNE-Python.

    mne-tools/mne-installers’s past year of commit activity
    Python 11 BSD-3-Clause 12 11 2 Updated Mar 23, 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 83 BSD-3-Clause 35 3 1 Updated Mar 23, 2026
View all repositories

Sponsors

  • @alexandrebarachant
  • @agramfort

Top languages

Loading…