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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 3.3k 1.5k

Repositories

Showing 10 of 46 repositories
  • mne-kit-gui Public
    mne-tools/mne-kit-gui’s past year of commit activity
    Python 3 BSD-3-Clause 3 1 0 Updated Apr 1, 2026
  • 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 21 BSD-3-Clause 7 3 2 Updated Apr 1, 2026
  • mne-docker Public

    Repository for mne docker images

    mne-tools/mne-docker’s past year of commit activity
    Jupyter Notebook 13 BSD-3-Clause 7 1 1 Updated Apr 1, 2026
  • mne-python Public

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

    mne-tools/mne-python’s past year of commit activity
    Python 3,336 BSD-3-Clause 1,531 534 127 Updated Apr 1, 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 3 Updated Mar 31, 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 31, 2026
  • mne-rsa Public

    Representational Similarity Analysis on MEG and EEG data

    mne-tools/mne-rsa’s past year of commit activity
    Python 85 BSD-3-Clause 16 3 0 Updated Mar 31, 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 54 BSD-3-Clause 36 33 (1 issue needs help) 7 Updated Mar 30, 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 39 50 (4 issues need help) 10 Updated Mar 30, 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 2 Updated Mar 30, 2026
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Sponsors

  • @alexandrebarachant
  • @agramfort

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