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MNE tools for MEG and EEG data analysis

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@mne-tools

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

    Python 3.4k 1.6k

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Showing 10 of 48 repositories

  • mne-nirs Public

    Process Near-Infrared Spectroscopy Data in MNE

    mne-tools/mne-nirs’s past year of commit activity

  • mne-python Public

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

    mne-tools/mne-python’s past year of commit activity

  • 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

    29

    BSD-3-Clause

    8 7 9

    Updated Jun 19, 2026

  • mne-connectivity Public

    Connectivity algorithms that leverage the MNE-Python API.

    mne-tools/mne-connectivity’s past year of commit activity

  • mne-bids-pipeline Public

    Automatically process entire electrophysiological datasets using MNE-Python.

    mne-tools/mne-bids-pipeline’s past year of commit activity

    Python

    164

    BSD-3-Clause

    84 73 3

    Updated Jun 19, 2026

  • mne-tools/mne-gui-addons’s past year of commit activity

    Python

    1

    BSD-3-Clause

    4 1 2

    Updated Jun 17, 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

  • mne-tools/mne-installers’s past year of commit activity

    Python

    11

    BSD-3-Clause

    13 7 1

    Updated Jun 16, 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

    85

    BSD-3-Clause

    36 3 2

    Updated Jun 16, 2026

  • mne-icalabel Public

    Automatic labeling of ICA components in Python.

    mne-tools/mne-icalabel’s past year of commit activity

    Python

    120

    BSD-3-Clause

    18 13 1

    Updated Jun 15, 2026

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