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

Acquisition and real-time processing of biosignals

explorepy

No description available

cerelink

Blackrock Neurotech Cerebus Link for Neural Signal Processors

zpe-neuro

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

neurocomputers

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

pybci-package

Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.

bcipy

Python Brain-Computer Interface Software

mneflow

Neural networks for MEG and EEG data

hermes-eeg

EEG/BCI neural interface plugin for Hermes Agent — connects OpenBCI hardware to AI agents via real-time emotion detection

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

opencortex

OpenCortex is a fully-featured EEG streamer for BCI applications

mne-denoise

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

neurol

A framework for implementing modular Brain-Computer Interfaces

frequency-max-power

A Python library for calculating frequency_max_power

min2net

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

neurigui

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

stftsignal

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

spectral-centroids

A Python library for calculating spectral_centroids

spectral-edge-density

A Python library for calculating spectral_edge_density