Bci Python Packages

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

timeflux

Acquisition and real-time processing of biosignals

explorepy

No description available

eegsynth

Converting real-time EEG into sounds, music and visual effects

pyntbci

The Python Noise-Tagging Brain-Computer interfacing (PyntBCI) library is a Python toolbox for the noise-tagging brain-computer interfacing (BCI) project developed at the Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands

pybci-package

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

bcipy

Python Brain-Computer Interface Software

omi-sdk

AI that sees your screen, listens to your conversations and tells you what to do

hermes-eeg

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

omi-cli

AI that sees your screen, listens to your conversations and tells you what to do

ssvepanalysistoolbox

Python package for SSVEP datasets and algorithms. Corresponding paper has been accepted by IEEE TNSRE (DOI: 10.1109/TNSRE.2024.3424410)

metabci

MetaBCI: China’s first open-source platform for non-invasive brain computer interface. The project of MetaBCI is led by Prof. Minpeng Xu from Tianjin University, China.

openbci-interface

Python based OpenBCI driver.

p3k

P300 speller offline analysis recorded with Openvibe and BCI2000. Using python-MNE

happyfeat

A framework for simplying BCI workflow in clinical applications

mne-denoise

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

neurol

A framework for implementing modular Brain-Computer Interfaces

wizardhat

Real-time processing and plotting of data streamed over LSL, with a focus on student-led BCI projects.

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

neuxus

BCI/NF real-time processing and classification pipeline

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