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Meg Python Packages

Python packages with the GitHub topic meg. Sorted by relevance, with stars and monthly downloads.
mne-tools
mne

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

500K 3K 2K
mne-tools
mne-bids

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

129K 168 105
braindecode
braindecode

Deep learning software to decode EEG, ECG or MEG signals

66K 1K 261
nbara
meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

39K 225 55
eegdash
eegdash

EEG-DaSh: an open data, tool, and compute resource — a Python library and catalog for 700+ BIDS-first EEG, MEG, fNIRS, EMG, and iEEG datasets, ML-ready via PyTorch

37K 62 8
openmeeg
openmeeg

A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.

18K 85 49
Eelbrain
eelbrain

MEG/EEG analysis tools

13K 84 39
fooof-tools
fooof

Parameterizing neural power spectra into periodic & aperiodic components.

12K 431 112
autoreject
autoreject

Automated rejection and repair of bad trials/sensors in M/EEG

12K 157 60
fooof-tools
specparam

Parameterizing neural power spectra into periodic & aperiodic components.

11K 431 112
ZitongLu1996
neurora

A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Neural Pattern Similarity (NPS), Representational Similarity Analysis (RSA), Spatiotemporal Pattern Similarity (STPS) & Inter-Subject Correlation (ISC)

5K 197 33
DiGyt
asrpy

Artifact Subspace Reconstruction for Python

4K 64 19
cbrnr
mnelab

MNELAB – a GUI for MNE-Python

4K 290 77
GWeindel
hsmm-mvpy

Repository for the hmp python package

2K 52 11
ppsp-team
hypyp

The Hyperscanning Python Pipeline.

2K 94 48
cibr-jyu
meggie

User-friendly MNE-python based graphical user interface to do MEG and EEG analysis with multiple subjects

2K 25 6
jonescompneurolab
hnn-core

Simulation and optimization of neural circuits for MEG/EEG source estimates

2K 76 92
alphacsc
alphacsc

Convolution dictionary learning for time-series

1K 133 44
chdinh
cmne

Contextual Minimum-Norm Estimates (CMNE): A Deep Learning Method for Source Estimation in Neuronal Networks

758 2 2
LukeTheHecker
esinet

EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your MNE-based M/EEG code

711 52 12
mne-tools
mne-rsa

Representational Similarity Analysis on MEG and EEG data

711 85 16
GWeindel
hmp

Package for fitting Hidden Multivariate pattern model to time-series

690 52 11
schmidtfa
pyrasa

a package for spectral parametrization in python based on the IRASA algorithm

596 23 3
google
telluride-decoding

Telluride Decoding Toolbox

333 14 12
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