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1. mne-tools/mne-pythonmne-tools/mne-pythonPublic

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

   Python 3.5k 1.6k

2. mne-tools/mne-connectivitymne-tools/mne-connectivityPublic

   Connectivity algorithms that leverage the MNE-Python API.

   Python 90 45

3. braindatalab/PyBispectrabraindatalab/PyBispectraPublic

   A Python signal analysis toolbox for computing spectral-domain interactions using the bispectrum.

   Python 36 6

4. neuromodulation/py_neuromodulationneuromodulation/py_neuromodulationPublic

   Real-time analysis of intracranial neurophysiology recordings.

   Python 77 22

5. neuromodulation/PyPARRMneuromodulation/PyPARRMPublic

   Python port of the PARRM algorithm for removing periodic artefacts from signals.

   Python 9 6

6. neuromodulation/manuscript-binns_cortex_stn_commneuromodulation/manuscript-binns_cortex_stn_commPublic

   Code for preprocessing, analysis, and plotting used in Binns et al. (2025), Nature Communications, DOI: 10.1038/s41467-025-58825-z

   Python 5 2