Brain Computer Interface Python Packages

pyriemann

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

106K 759 180

moabb

Mother of All BCI Benchmarks

45K 982 241

brainflow

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

21K 2K 391

pycbsdk

Blackrock Neurotech Cerebus Link for Neural Signal Processors

8K 61 25

timeflux

Acquisition and real-time processing of biosignals

3K 187 31

explorepy

No description available

2K 54 23

cerelink

Blackrock Neurotech Cerebus Link for Neural Signal Processors

727 61 25

zpe-neuro

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

723 0 0

pybci-package

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

721 31 6

neurocomputers

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

716 0 0

bcipy

Python Brain-Computer Interface Software

629 150 39

mneflow

Neural networks for MEG and EEG data

519 46 13

hermes-eeg

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

477 3 1

pydmdeeg

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

362 1 0

axopy

A Python Library for Implementing Human-Computer Interface Experiments

345 31 13

opencortex

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

275 13 2

mne-denoise

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

222 21 7

neurol

A framework for implementing modular Brain-Computer Interfaces

196 7 4

frequency-max-power

A Python library for calculating frequency_max_power

192 37 10

min2net

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

130 103 26

stftsignal

A Python library for calculating Short-Time Fourier Transform

111 37 10

spectral-edge-density

A Python library for calculating spectral_edge_density

109 37 10

spectral-centroids

A Python library for calculating spectral_centroids

109 37 10

neurigui

NeuriGUI is a modular, cross-platform and FOSS app for exploring electrophysiological signals in real-time

95 5 0

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