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 22 stress detection ml frameworks tracked. The highest-rated is sidmulajkar/sentiment-predictor-for-stress-detection at 37/100 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...	37	Emerging	99	Jupyter Notebook
2	ramos-ai/MoStress Implementation of MoStress: a Sequence Model for Stress Classification	36	Emerging	15	Jupyter Notebook
3	baygeldin/StressDetectionKit Stress monitoring app for Android and iOS.	35	Emerging	8	TypeScript
4	realmichaelye/Stress-Prediction-Using-HRV Using the SWELL dataset from Kaggle, we've built 2 machine learning models...	30	Emerging	68	Jupyter Notebook
5	Edouard99/Stress_Detection_ECG :stethoscope: This project aims to detect stress state based on...	30	Emerging	66	Jupyter Notebook
6	AbhiSinha08/stress-detection Stress Detection System using ML	29	Experimental	12	Jupyter Notebook
7	venky-1710/stress-level-predection Stress Level Prediction is a web app using machine learning to estimate user...	25	Experimental	4	HTML
8	urme-b/CalmSense Multimodal physiological stress detection using ML/DL with explainable AI	25	Experimental	1	Python
9	pSahoo-456/Stress-Detection-Using-NLP This project uses Natural Language Processing techniques to classify whether...	24	Experimental	4	Jupyter Notebook
10	16danielvm/Human-Stress-Detection-in-and-through-Sleep This repository addresses the detection of stress in humans during sleep...	24	Experimental	3	Jupyter Notebook
11	krishnaura45/StressSense ⚡Stress Estimation 👉PPG signals 📉Signal Decomposition 🤖Supervised ML	24	Experimental	5	Jupyter Notebook
12	sultanul-ovi/Student-Stress-Monitoring Implementation: Protecting Student Mental Health with a Context-Aware...	20	Experimental	3	Jupyter Notebook
13	CrispenGari/human-stress-prediction 🎏😣😪 Human Stress Prediction(HSP) is an Artificial Intelligence(AI) REST API...	18	Experimental	2	Python
14	eejji/DBRFNet Diagnose mental stress by fusing single and continuous-cycle ECG	17	Experimental	4	Jupyter Notebook
15	sachumonpsajeev-cyber/Physiological-Signal-Based-Stress-Prediction End-to-end ML pipeline for classifying psychological stress states from raw...	14	Experimental	—	Jupyter Notebook
16	h4rshalk/stress-detection-system Real-time stress detection using CNN and facial expression analysis	14	Experimental	—	Jupyter Notebook
17	suragms/STRESS-DETECTION-FOR-IT-PROFESSIONALS Stress Detection for IT Professionals is an AI-based system that detects...	13	Experimental	—	HTML
18	Sanjana0811/Mental-Stress-Prediction-Java A Java-based console application to predict mental stress levels using user...	13	Experimental	—	Java
19	krishnaura45/NeuroLoad 🧠Stress Assessment 💦GSR ⚡Signal Transforms 🔁Transfer Learning	12	Experimental	6	Jupyter Notebook
20	TanmayAgrawal2764/Stress-Detection-Using-Machine-Learning Stress, anxiety, and depression are threatening the mental health of people....	12	Experimental	8	Jupyter Notebook
21	Kaustbh/Human-Stress-Detection-Prediction A Django web application for detecting and predicting human stress levels...	11	Experimental	—	Jupyter Notebook
22	Pu5hk4r/StressDetectionPrediction This Project takes Stress Level Detections Parameters and give Result...	10	Experimental	1	Jupyter Notebook