An open-source sleep stage classification Python package

A lucid dreaming device with REM detection that triggers audio cues to promote lucidity. Like having your own private sleep lab technician that watches you sleep and alerts you when you are dreaming.

Python API for Mentalab biosignal aquisition devices

No description provided.

SleepLM: Natural-Language Intelligence for Human Sleep

Demo several ways of making sound from Numpy arrays in Python, white noise

Luna software for sleep EEG analysis (base)

Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"

Automatic Sleep Analysis Tool

EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.

Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearables

Non-invasive wearable circadian rhythm telemonitoring sensors

Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks

Multichannel Sleep Spindle Detector for sleep EEG

Method for detecting sleep spindles using EEGlab functions and datasets

Sleep stage classification using LSTM networks

Sleep Optimizer App to detect disturbances, optimize sleep quality, and give personalized recommendations (sleep audio analysis using librosa, PyTorch, sklearn).

A package designed to make easy to pre-process longitudinal actigraphy recordings, especially for the recordings affected by time shift due to daylight saving changes and or cross-continental travel.

A Multi-Level Tree-based Ensemble Model for Automatic Sleep Stage Classification

Use Emacs Org-mode to graph your sleep pattern.

A Python package for sleep analysis and hypnogram processing

An overview of CRD-related projects that are currently being worked on

🧠 DeepSleepAI – EEG Signal Automated Classification

Period Amplitude Analysis (PAA) for slow wave detection using eeglab

Study project to test the effect of sleep deprivation on HRV using the Polar ECG belt

Code and documentation for MiNap sleep diary smartwatch app and related infrastructure, developed by the 2023 ITS intern cohort at the University of Michigan. [10.6084/m9.figshare.25438711]

Chrome extension blocks social networks during sleep hours

Flexible stacked visualization of circadian data from multiple sources and devices

High-frequency broadband activity detected noninvasively in infants distinguishes wake from sleep states (2025)

A comprehensive machine learning toolkit 🛠️💻 for analyzing and classifying sleep stages 💤🧬 from EDF-formatted polysomnographic (PSG) recordings. Built to facilitate advanced sleep research 🔍📊 and support the development of sleep analysis applications 📲🧪.