Stress Detection ML ML Frameworks

Machine learning systems that detect, predict, or classify human stress states from physiological signals (ECG, PPG, GSR), speech/audio, text, or behavioral data. Does NOT include general mental health chatbots, anxiety management apps without ML prediction, or non-stress health condition detection.

There are 18 stress detection ml frameworks tracked. The highest-rated is sidmulajkar/sentiment-predictor-for-stress-detection at 30/100 with 99 stars.

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#	Framework	Score	Tier	Stars	Language
1	sidmulajkar/sentiment-predictor-for-stress-detection Voice stress analysis (VSA) aims to differentiate between stressed and...	30	Emerging	99	Jupyter Notebook
2	ramos-ai/MoStress Implementation of MoStress: a Sequence Model for Stress Classification	29	Experimental	15	Jupyter Notebook
3	baygeldin/StressDetectionKit Stress monitoring app for Android and iOS.	28	Experimental	8	TypeScript
4	realmichaelye/Stress-Prediction-Using-HRV Using the SWELL dataset from Kaggle, we've built 2 machine learning models...	23	Experimental	68	Jupyter Notebook
5	urme-b/CalmSense Multimodal physiological stress detection using ML/DL with explainable AI	23	Experimental	1	Python
6	Edouard99/Stress_Detection_ECG :stethoscope: This project aims to detect stress state based on...	23	Experimental	66	Jupyter Notebook
7	AbhiSinha08/stress-detection Stress Detection System using ML	22	Experimental	12	Jupyter Notebook
8	venky-1710/stress-level-predection Stress Level Prediction is a web app using machine learning to estimate user...	18	Experimental	4	HTML
9	pSahoo-456/Stress-Detection-Using-NLP This project uses Natural Language Processing techniques to classify whether...	18	Experimental	4	Jupyter Notebook
10	krishnaura45/StressSense ⚡Stress Estimation 👉PPG signals 📉Signal Decomposition 🤖Supervised ML	17	Experimental	5	Jupyter Notebook
11	16danielvm/Human-Stress-Detection-in-and-through-Sleep This repository addresses the detection of stress in humans during sleep...	17	Experimental	3	Jupyter Notebook
12	sultanul-ovi/Student-Stress-Monitoring Implementation: Protecting Student Mental Health with a Context-Aware...	14	Experimental	3	Jupyter Notebook
13	sachumonpsajeev-cyber/Physiological-Signal-Based-Stress-Prediction End-to-end ML pipeline for classifying psychological stress states from raw...	14	Experimental	—	Jupyter Notebook
14	h4rshalk/stress-detection-system Real-time stress detection using CNN and facial expression analysis	14	Experimental	—	Jupyter Notebook
15	CrispenGari/human-stress-prediction 🎏😣😪 Human Stress Prediction(HSP) is an Artificial Intelligence(AI) REST API...	11	Experimental	2	Python
16	suragms/STRESS-DETECTION-FOR-IT-PROFESSIONALS Stress Detection for IT Professionals is an AI-based system that detects...	11	Experimental	—	HTML
17	Sanjana0811/Mental-Stress-Prediction-Java A Java-based console application to predict mental stress levels using user...	11	Experimental	—	Java
18	eejji/DBRFNet Diagnose mental stress by fusing single and continuous-cycle ECG	10	Experimental	4	Jupyter Notebook