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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 3.1k 1.4k

Repositories

Showing 10 of 46 repositories
  • 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 Oct 23, 2025
  • mne-python Public

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

    mne-tools/mne-python’s past year of commit activity
    Python 3,104 BSD-3-Clause 1,426 528 86 Updated Oct 22, 2025
  • mne-testing-data Public

    Data for mne-python testing

    mne-tools/mne-testing-data’s past year of commit activity
    HolyC 25 54 1 0 Updated Oct 22, 2025
  • 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 15 BSD-3-Clause 4 1 0 Updated Oct 21, 2025
  • mne-installers Public

    Installers for MNE-Python.

    mne-tools/mne-installers’s past year of commit activity
    Shell 10 BSD-3-Clause 11 12 1 Updated Oct 21, 2025
  • 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 80 BSD-3-Clause 34 3 0 Updated Oct 21, 2025
  • mne-rsa Public

    Representational Similarity Analysis on MEG and EEG data

    mne-tools/mne-rsa’s past year of commit activity
    Python 72 BSD-3-Clause 13 2 0 Updated Oct 21, 2025
  • mne-bids-pipeline Public

    Automatically process entire electrophysiological datasets using MNE-Python.

    mne-tools/mne-bids-pipeline’s past year of commit activity
    Python 152 BSD-3-Clause 78 80 8 Updated Oct 21, 2025
  • mne-connectivity Public

    Connectivity algorithms that leverage the MNE-Python API.

    mne-tools/mne-connectivity’s past year of commit activity
    Python 83 BSD-3-Clause 38 52 (4 issues need help) 10 Updated Oct 20, 2025
  • 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 52 BSD-3-Clause 30 34 (1 issue needs help) 5 Updated Oct 20, 2025
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