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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 3.2k 1.5k

Repositories

Showing 10 of 46 repositories
  • 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 162 BSD-3-Clause 101 82 (1 issue needs help) 4 Updated Feb 12, 2026
  • 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 Feb 12, 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 17 BSD-3-Clause 6 0 0 Updated Feb 12, 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 160 BSD-3-Clause 82 73 6 Updated Feb 11, 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 0 Updated Feb 11, 2026
  • mne-python Public

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

    mne-tools/mne-python’s past year of commit activity
    Python 3,232 BSD-3-Clause 1,483 529 86 Updated Feb 11, 2026
  • mne-features Public

    MNE-Features software for extracting features from multivariate time series

    mne-tools/mne-features’s past year of commit activity
    Python 157 BSD-3-Clause 35 15 2 Updated Feb 11, 2026
  • mne-rsa Public

    Representational Similarity Analysis on MEG and EEG data

    mne-tools/mne-rsa’s past year of commit activity
    Python 78 BSD-3-Clause 16 2 0 Updated Feb 11, 2026
  • mne-cpp Public

    MNE-CPP: A Framework for Electrophysiology

    mne-tools/mne-cpp’s past year of commit activity
    C++ 169 BSD-3-Clause 142 63 (1 issue needs help) 23 Updated Feb 11, 2026
  • mne-connectivity Public

    Connectivity algorithms that leverage the MNE-Python API.

    mne-tools/mne-connectivity’s past year of commit activity
    Python 86 BSD-3-Clause 37 47 (4 issues need help) 9 Updated Feb 10, 2026
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Sponsors

  • @alexandrebarachant
  • @agramfort

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