Brain Computer Interface Python Packages

pyriemann

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

pycbsdk

Blackrock Neurotech Cerebus Link for Neural Signal Processors

timeflux

The programming interface for your body and mind

explorepy

Python API for Mentalab biosignal aquisition devices

cerelink

Blackrock Neurotech Cerebus Link for Neural Signal Processors

bcipy

Python Software for Brain-Computer Interface Development.

neurocomputers

NeuroBridge API — 123 endpoints, 55+ analysis modules for brain organoid data. Organoid IQ, STDP, attractors, consciousness metrics, and more.

zpe-neuro

ZPE-Neuro V0.0: DETERMINISTIC NEURAL SIGNAL CODEC: Extracellular Spikes | Neuropixels | DANDI-Anchored | IBL Validated | Spike Train Transport

pydmdeeg

Dynamic Mode Decomposition for EEG signal analysis - Extract spatio-temporal coherent patterns from neural recordings

axopy

A Python Library for Implementing Human-Computer Interface Experiments

pybci-package

A Python interface to create a BCI with the Lab Streaming Layer, Pytorch, SciKit-Learn and Tensorflow packages

mneflow

Neural networks for MEG and EEG data

opencortex

Software to stream EEG data, perform preprocessing, and train machine learning models to build real-time BCI applications.

frequency-max-power

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

neurol

A framework for implementing modular Brain-Computer Interfaces

mne-denoise

Denoising Source Separation (DSS) and ZapLine algorithms for MNE-Python.

min2net

MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification

spectral-edge-density

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

hermes-eeg

EEG/BCI neural interface plugin for Hermes Agent — OpenBCI hardware + real-time emotion detection + AI-readable felt experience format

neurigui

NeuriGUI is a modular, cross-platform and FOSS app for exploring electrophysiological signals in real-time - print("Hello, Volt!")

spectral-centroids

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

stftsignal

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers