Eeg Python Packages | PyPI Stats

mne

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

494K 3K 2K

mne-bids

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

128K 168 105

antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

123K 367 61

neurokit2

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

120K 2K 518

pyriemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

107K 759 180

braindecode

Deep learning software to decode EEG, ECG or MEG signals

66K 1K 261

moabb

Mother of All BCI Benchmarks

46K 982 241

pyprep

PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data

42K 173 36

pybv

A lightweight I/O utility for the BrainVision data format, written in Python.

41K 24 13

meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

37K 225 55

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

36K 62 8

hedtools

Python validation, summary, and analysis tools for HED (Hierarchical Event Descriptors).

23K 18 12

brainflow

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

22K 2K 391

mne-icalabel

Automatic labeling of ICA components in Python.

20K 119 19

openmeeg

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

18K 85 49

biosppy

Biosignal Processing in Python

17K 113 31

eelbrain

MEG/EEG analysis tools

12K 84 39

fooof

Parameterizing neural power spectra into periodic & aperiodic components.

12K 431 112

specparam

Parameterizing neural power spectra into periodic & aperiodic components.

10K 431 112

eegprep

EEGPrep is an automated preprocessing tool for human EEG data built on a benchmarked EEGLAB pipeline

8K 21 4

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

wonambi

Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.

5K 99 21

asrpy

Artifact Subspace Reconstruction for Python

4K 64 19

mnelab

MNELAB – a GUI for MNE-Python

4K 290 77