Using the SWELL dataset from Kaggle, we've built 2 machine learning models to predict whether or not a person is under stress using Heart Rate Variability(HRV) which can be collected from modern wearables such as fitbit devices and apple watches.
☆69Sep 28, 2019Updated 6 years ago
Alternatives and similar repositories for Stress-Prediction-Using-HRV
Users that are interested in Stress-Prediction-Using-HRV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python package to export NN/RR interval series in KUBIOS HRV readable format and to import HRV results from KUBIOS report files in .txt f…☆12Jan 4, 2019Updated 7 years ago
- Data set and source code used in "Emotion Recognition Using Smart Watch Sensor Data: Mixed-Design Study."☆30Jul 6, 2023Updated 2 years ago
- A Keras model to estimate psychological stress using HRV (Heart Rate Variability)☆10Mar 16, 2022Updated 4 years ago
- Stress classifier with AutoML☆53May 10, 2019Updated 6 years ago
- A toolbox for Heart-Rate Variability analysis on ECG signals.☆13May 25, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Package for Heart Rate Variability analysis in Python☆444Nov 11, 2024Updated last year
- A Python package for the validation of heart rate and heart rate variability in wearables☆14Oct 17, 2024Updated last year
- This repository provides an open source Python notebook for ECG analysis: ECG signal denoising, QRS extraction, HRV analysis, Time frequ…☆15Nov 19, 2019Updated 6 years ago
- An app helping you to take care of yourself.☆28Apr 12, 2017Updated 9 years ago
- Visualization package for Apple Watch data collected by Healthkit☆37Apr 22, 2019Updated 6 years ago
- CardiacProfileR: An R package for extraction and visualisation of heart rate profiles from wearable fitness trackers☆12Jun 10, 2018Updated 7 years ago
- 😴 Classifying patient sleep stage (i.e. REM sleep, shallow, etc.) based on Heart Rate Variability data; model is based on time-domain Co…☆19Nov 20, 2019Updated 6 years ago
- Systole: A python package for cardiac signal synchrony and analysis☆87May 8, 2025Updated 11 months ago
- My Heart Rate Data From Apple Watch For Time Series Analysis☆13Aug 12, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Stress and Affect detection using WESAD dataset☆45Mar 29, 2025Updated last year
- Implementation of the Pan-Tompkins algorithm in Python for the detection of QRS Complex in an ECG signal.☆12Dec 28, 2019Updated 6 years ago
- A Windows 98 clone created entirely with SwiftUI framework with drag gestures, borders, animations, windows, states and a myriad of featu…☆13Aug 12, 2020Updated 5 years ago
- Heart rate variability (HRV) biofeedback with ECG chest straps.☆169Dec 19, 2025Updated 3 months ago
- Code respository for AutSPACEs: the Autistica/Turing citizen science platform☆42Oct 28, 2024Updated last year
- Heart Rate Variability Analysis Software☆162Jan 29, 2026Updated 2 months ago
- Trying to read brain waves using the Muse 2 EEG headset.☆29Sep 1, 2021Updated 4 years ago
- MSc Project: Quantifying Stress Pattern. A 9-month individual research project, as a part of my MSc Communication & Signal Processing at …☆20Jun 5, 2019Updated 6 years ago
- This is a read-only mirror of the CRAN R package repository. RHRV — Heart Rate Variability Analysis of ECG Data. Homepage: http://rhrv.…☆14Oct 1, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Uses PPG, ECG and Acceleration Signals to monitor Heart Rate using techniques like Signal Decompo- sition, Spectrum Peak Tracking and Spa…☆10May 24, 2018Updated 7 years ago
- Get stress measurement results in your IOS app using Welltory heart rate variability algorithms☆51Feb 12, 2020Updated 6 years ago
- An app that gives you a virtual hug every time you click on the button.☆10Dec 22, 2017Updated 8 years ago
- This repository contains a Python code script for performing emotion classification using EEG (Electroencephalogram) data. Emotion classi…☆24Sep 4, 2023Updated 2 years ago
- It's a wireless device to monitor the heart beat and emotion simultaneously. It takes PPG signal from PPG sensor and estimate the heart b…☆21Dec 23, 2019Updated 6 years ago
- Python API for Mentalab biosignal aquisition devices☆54Updated this week
- A Python package for heart rate variability analysis☆209Jun 17, 2024Updated last year
- Platform for Heart Rate Variability analysis of human and animal data.☆38Jan 29, 2024Updated 2 years ago
- This network uses Unet to perform segmentation of ECG to identify P,QRS,T components of a given ECG.☆22Jul 23, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PhysioKit: Open-source, accessible Physiological Computing Toolkit [Sensors 2023]☆40Jun 26, 2024Updated last year
- [IJCV 2024] Official code for "Towards Task Sampler Learning for Meta-Learning"☆13Oct 24, 2025Updated 5 months ago
- opencv, dlib 检测疲劳☆13Mar 3, 2020Updated 6 years ago
- Code for Cross-Task Neural Architecture Search for EEG Signals☆17Mar 7, 2023Updated 3 years ago
- Notebook used in blogpost "Exploring Heart Rate Variability using Python"☆19Aug 29, 2018Updated 7 years ago
- HrvvI's extension to PyTorch☆10Oct 12, 2022Updated 3 years ago
- ☆10Mar 11, 2023Updated 3 years ago