Eeg Signals Python Packages

yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

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

hfodetector

HFODetector is Python package that that is capable of detecting HFOs with STE / MNI / Hilbert detector. Detection speed is increased by using multiprocessing.

explorepy

Python API for Mentalab biosignal aquisition devices

hu-neuro-pipeline

Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin

spkit

Signal Processing Toolkit, including ML models with visualization

eegraph

EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.

phyaat

PhyAAt: Physiology of Auditory Attention - Processing Library

eeg-uhb

Modular Python library for the acquisition and processing of EEG signals from the Unicorn Hybrid Black device, integrating the Lab Streaming Layer (LSL) protocol for real-time data capture.

eeg-ride

Separating EEG data into stimulus- and response-related components using Residue Iteration Decomposition (RIDE)

somnio

Python library and CLI for sleep and physiological data workflows.

eeg-step

Single-trial EEG pipeline

eeg-fconn

Python library to compute functional connectivity measures from EEG

pymindwave2

A Python package for seamless communication with Neurosky MindWave Mobile 2 headset.

med-signal

A python package designed to simulate and analize EEG signals to determine relevant data and study cases.

medsig

A python package designed to simulate and analize EEG signals to determine relevant data and study cases.