Mental Health Risk Detection ML Frameworks

AI/ML systems that predict, classify, or detect mental health conditions and psychological risks from textual, behavioral, or multimodal data. Includes depression screening, suicide risk assessment, and emotional state classification. Does NOT include general mental health education platforms, therapy scheduling tools, or forums without predictive ML components.

There are 57 mental health risk detection frameworks tracked. The highest-rated is galihru/MentalHealth at 40/100 with 20 stars.

Get all 57 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	galihru/MentalHealth A comprehensive mental health monitoring application using modern web technologies.	40	Emerging	20	HTML
2	giastahmad/DSS-Anxiety-Evaluator Web app for anxiety assessment using DASS-42 and an ML model to predict key...	35	Emerging	1	Jupyter Notebook
3	indranil143/Mental-Health-Sentiment-Analysis-using-Deep-Learning A deep learning project using fine-tuned RoBERTa to classify mental health...	34	Emerging	35	Jupyter Notebook
4	mistr3ated/AI-Psychometrics-Nigel This repository contains code from my experiments with AI for psychological...	32	Emerging	7	—
5	zeinhasan/Suicidal-Detection-Sentiment-Analysis Suicidal Ideation Detection Using Natural Languange Processing and Machine...	31	Emerging	10	Jupyter Notebook
6	BouzidiImen/Social_media_Prediction_depression This consists in using a variety of social networks data, including both...	30	Emerging	12	Jupyter Notebook
7	Nihalahamad1905/DEPRESSION-DETECTION-USING-MACHINE-LEARNING Depression detection using machine learning is a vital area of research...	28	Experimental	3	HTML
8	boylerplet/Depression-Detector An Application which can be used to feed speech transcript via a chatbot...	26	Experimental	3	TeX
9	ArtTucker/mental_health_and_economics An analytical exploration of OSMI MHIT survey data, and the treatment of...	25	Experimental	4	Jupyter Notebook
10	serNAVARRO7/AISaturdays-depresion-rrss Análisis de Depresión en RR.SS. Proyecto desarrollado durante la edición de...	24	Experimental	2	Jupyter Notebook
11	Amey-Thakur/DEPRESSION-DETECTION-USING-TWEETS Machine Learning Project for Depression Detection Using Tweets.	24	Experimental	13	Jupyter Notebook
12	SUBHADIPMAITI-DEV/Depression-Detection-System-Using-Machine-Learning This project develops a Depression Detection System using Machine Learning...	24	Experimental	24	Jupyter Notebook
13	kayo09/mood_tracker Mood Calendar is designed to be an open-source competitor to Apple's journal...	24	Experimental	3	JavaScript
14	Ritabrata04/Hybrid-Approach-To-Depression-Detection This repository applies Deep Learning techniques for depression detection in...	23	Experimental	19	Python
15	farwaa-sr/HealVision HEALVISION: ENHANCING SUD RECOVERY THROUGH MOBILE TECHNOLOGY AND...	23	Experimental	2	Dart
16	elsyser/Dr.f0to System for analyzing mental and physical heath made in HackAUBG 2.0	22	Experimental	1	JavaScript
17	sahasourav17/Student-Anxiety-and-Depression-Prediction A ML project specifically build for predicting students' mental health	22	Experimental	23	Jupyter Notebook
18	ziqinyeow/depr.ai Depression web app with text emotion/depression classification and...	22	Experimental	15	TypeScript
19	josechg/mental-health-digital-behavior-ML-Classification 📊 Analyze digital behavior to classify mental focus levels using machine...	22	Experimental	—	Jupyter Notebook
20	colombomf/tone-ml-engine Three-layer tone classifier (dark / hopeful / cynical) embedding lookup,...	22	Experimental	—	JavaScript
21	bornamilkovic/Gaming-Mental-Health This repository contains a comprehensive data analysis and machine learning...	22	Experimental	—	Jupyter Notebook
22	Dhinesh1817/suicide-detection 🛡️ Classify text messages for suicide risk with a FastAPI service, enabling...	22	Experimental	—	Jupyter Notebook
23	jainambarbhaya1509/MindSpectrum NLP based mental health classification.	21	Experimental	11	Jupyter Notebook
24	faiqali1/Suicidal-Text-Analysis Using Machine Learning to predict if text is suicidal.	20	Experimental	11	Jupyter Notebook
25	emirgocen03/mental-health-text-classification 🧠 Multi-model machine learning approach for mental health classification...	20	Experimental	3	Python
26	Anil951/Early-detection-of-mental-health This project develops a predictive model to identify early signs of mental...	20	Experimental	5	Jupyter Notebook
27	VaibhaveS/MentalHealthWithAI divorcePRED offers an end to end solution from predicting the state of...	20	Experimental	5	Python
28	zahraa-m/Personalised-PHQ-9-Model This repository hosts the code related to the paper: Abdulhussein, Z.,...	19	Experimental	—	Jupyter Notebook
29	adhamrafi3/FITO FITO: The first data-driven framework analyzing mental health trends among...	19	Experimental	—	Jupyter Notebook
30	rashedkh11/MindSpeak MindSpeak is a comprehensive AI-driven mental health platform that...	19	Experimental	—	PHP
31	Abhishek676062/Mental-Fitness-Tracker In our busy daily lives, it's essential to take care of our mental health....	18	Experimental	2	Jupyter Notebook
32	ShivamSikotra11/MHA MindCare is a platform that educates users about mental health conditions,...	16	Experimental	2	JavaScript
33	mohammed-ma01/ReflectAI-Project A privacy-first, on-device multimodal engine that leverages XGBoost and NLP...	16	Experimental	2	Python
34	AKC23/Harnessing-LLMs-over-transformer-models-for-detecting-Bengali-depressive-text-A-comprehensive-study Harnessing large language models over transformer models for detecting...	16	Experimental	3	Jupyter Notebook
35	aksharbhayani/ProjectX A mobile application to detect the depression level in patients by facial...	15	Experimental	6	Dart
36	FlosMume/mental-health-coping-struggles-analytics R-based mental-health analytics project featuring data prep, exploratory...	15	Experimental	—	R
37	eugenebaraka/Predict-Suicidal-Ideation-on-Reddit Predicting suicidal ideation on Reddit using machine learning and DistillBERT	14	Experimental	7	Jupyter Notebook
38	genandlam/multi-modal-depression-detection Official codebase for "Context Aware Deep Learning for Multi Modal...	14	Experimental	11	Jupyter Notebook
39	AratiSutar/mental-health-tech-prediction ML model to predict mental health treatment in tech workers	14	Experimental	—	Jupyter Notebook
40	savita102/emotional-guidance-system AI-powered emotional state detection and guidance system using NLP,...	14	Experimental	—	Python
41	VaishnaviHanda/multimodal-business-risk-intelligence-system Multimodal Machine Learning system for Business Risk Analysis using...	14	Experimental	—	Python
42	Ashiyana136/student-depression-detection Mental Health Analyzer using NLP and Machine Learning	14	Experimental	—	Jupyter Notebook
43	Renleekay/student-mental-health-analysis an EDA and regression modeling exploring relationships between student...	14	Experimental	—	Jupyter Notebook
44	asdxzc2/inner-field Explore daily self-reflection questions with AI-generated insights to...	14	Experimental	—	JavaScript
45	jamespeilunli/clarity-ai Depression and anxiety detection on social media with ML - first place in...	13	Experimental	11	CSS
46	khemthit/Sentiment-Analysis-for-Mental-Health This project focuses on sentiment analysis for mental health statements...	13	Experimental	5	Jupyter Notebook
47	Sagarlatake/Sentiment-Depression--Analysis-Using-Machine-Learning-Decision-Tree-Naive-Bayes-RF-for-Tweets Depression Analysis using tweets. Contains implementation notebook, with...	13	Experimental	8	Jupyter Notebook
48	jabhij/MentalHealthIssues_TechIndustry The project uses statistical techniques to analyzes the responses from an...	13	Experimental	2	—
49	NM001007/An-Attention-based-Hybrid-Suicide-Ideation-Detection This is an implementation of the attention-based hybrid architecture (Ghosh...	13	Experimental	7	Jupyter Notebook
50	haiderakt/depression-detection Multi-modal depression detection using audio and video. Extracts MFCC +...	12	Experimental	1	Jupyter Notebook
51	SebastianCB-dev/BDI2-ML-2023 Project about using Artificial Intelligence to detect depressive...	12	Experimental	1	TypeScript
52	s-m-quadri/mindfit-ai Repository containing the source code and essential links for a machine...	12	Experimental	4	Python
53	williamtheodoruswijaya/mood-bridge-v2 Web Based Mental Health Forum	11	Experimental	—	Go
54	Falguni35/Cognitive-Load-Typing-Tracker 🧠 AI-powered typing pattern analyzer that assesses cognitive load and mental...	11	Experimental	—	HTML
55	rizkihidayat15/Tech-Mental-Health-Prediction Membangun data latih menggunakan Python untuk melatih model prediksi...	11	Experimental	—	JavaScript
56	shruti148/Multi-Modal-AI-Intelligence-Platform Multi-modal AI system integrating sentiment analysis, computer vision, and...	11	Experimental	—	JavaScript
57	gabby-01/Depression-Classification-Through-Natural-Language-Processing-Of-Social-Networking-Sites This is an academic final year individual project, published by Liew Jun Yen...	11	Experimental	2	Jupyter Notebook