OxWearables / asleep
asleep: a sleep classifier for wearable sensor data using machine learning
☆20Updated 5 months ago
Alternatives and similar repositories for asleep:
Users that are interested in asleep are comparing it to the libraries listed below
- Python Software Development Kit (SDK) to process wearable sensor data☆21Updated last week
- ☆62Updated last year
- Python-based open source package for actigraphy data analysis☆139Updated 2 months ago
- Classification of sleep stages using accelerometer data☆46Updated 2 years ago
- Generating ActiGraph Counts from Raw Acceleration Recorded by an Alternative Monitor☆30Updated 5 years ago
- This code is part of the paper ''A Large Scale Benchmark to Validate Sleep-Wake Scoring Algorithms'' currently under review.☆21Updated 4 years ago
- Extracting meaningful health information from large accelerometer datasets☆197Updated 3 weeks ago
- Code for the technical report on the ActiLife counts algorithm.☆35Updated 5 months ago
- PhysioNet Cardiovascular Signal Toolbox☆125Updated last year
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆28Updated 7 months ago
- The thigh-worn accelerometer data processing tool to find physical and sedentary behaviour☆12Updated last month
- Python package for the processing and analysis of Inertial Measurement Unit Data☆64Updated last month
- This is ECGdeli - A selection of delicious algorithms for ECG delineation☆36Updated 2 years ago
- Sleep stage detection using ECG☆111Updated this week
- Python module for reading GT3X/AGDC file format data☆15Updated 2 months ago
- ☆33Updated 7 months ago
- Physical Activity Monitor Processing☆20Updated 3 years ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆114Updated 2 months ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆10Updated last month
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆30Updated 3 years ago
- Notebooks for Oxford CDT Wearables Data Challenge☆17Updated 3 months ago
- ☆40Updated 3 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆76Updated last year
- A supervised machine learning semantic segmentation approach for detecting artifacts in plethysmography signals from wearables☆14Updated 3 years ago
- Agenda and Notes for Webinar Series for OSS developers in physical behavior research field☆13Updated 2 years ago
- Platform for Heart Rate Variability analysis of human and animal data.☆34Updated 11 months ago
- ☆21Updated 2 years ago
- The goal of this repository is to make novel methods for estimating physical activity or energy expenditure from accelerometer data easie…☆12Updated last year
- PPG-beats is a Matlab library of algorithms to detect heartbeats in photoplethysmogram (PPG) signals.☆58Updated 3 months ago
- Do not sleep on traditional machine learning for sleep stage scoring☆46Updated last year