Eeg Python Packages

mne

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

antropy

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

braindecode

Deep learning software to decode EEG, ECG or MEG signals

mne-bids

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

specparam

Parameterizing neural power spectra into periodic & aperiodic components.

fooof

Parameterizing neural power spectra into periodic & aperiodic components.

pybv

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

biosppy

Biosignal Processing in Python

pyprep

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

moabb

Mother of All BCI Benchmarks

mne-icalabel

Automatic labeling of ICA components in Python.

brainflow

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

meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

openmeeg

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

mef3io

MEF 3.0 read/write - one C++ core with Python and MATLAB bindings. ~7-8× faster than the legacy pymef/mef_tools stack.

hedtools

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

eelbrain

MEG/EEG analysis tools

nimbus-mcp

MCP server for Nimbus BCI — AI agents build, train, and analyze EEG/BCI pipelines (datasets, models, experiment campaigns, live sessions)

eegprep

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

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

makotest

A Rust workspace for end-to-end German energy market communication (BDEW MaKo / EDI@Energy) — from raw EDIFACT bytes to production microservices.

bids-manager

GUI and CLI tool for raw-to-BIDS conversion, curation, metadata editing, and validation for MRI, EEG, MEG, and physiological recordings.