Eeg Python Packages

mne

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

antropy

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

mne-bids

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

neurokit2

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

pyriemann

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

pyprep

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

braindecode

Deep learning software to decode EEG, ECG or MEG signals

mne-icalabel

Automatic labeling of ICA components in Python.

pybv

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

meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

moabb

Mother of All BCI Benchmarks

brainflow

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

specparam

Parameterizing neural power spectra into periodic & aperiodic components.

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

biosppy

Biosignal Processing in Python

hedtools

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

fooof

Parameterizing neural power spectra into periodic & aperiodic components.

eegprep

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

openmeeg

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

eelbrain

MEG/EEG analysis tools

scitex-dataset

Multi-domain scientific dataset fetcher — neuroscience, biology, pharmacology, medical. Part of SciTeX.

hnn-core

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

mnelab

MNELAB – a GUI for MNE-Python

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.