matthewvowels1 / Awesome_ML_for_mental_healthView external linksLinks
A curated list of awesome work on machine learning for mental health applications. Includes topics broadly captured by affective computing. Facial expressions, speech analysis, emotion prediction, depression, interactions, psychiatry etc. etc.
☆125Aug 29, 2020Updated 5 years ago
Alternatives and similar repositories for Awesome_ML_for_mental_health
Users that are interested in Awesome_ML_for_mental_health are comparing it to the libraries listed below
Sorting:
- AI & ML Based Mental Health Diagnosis & Consulting App.☆89Nov 25, 2022Updated 3 years ago
- An evolving list of electronic media data sets used to model mental-health status.☆458Sep 3, 2021Updated 4 years ago
- Predictive modeling of users' interpersonal characteristics by the sound of their voices and manner of speaking.☆12Jun 11, 2018Updated 7 years ago
- Predicting depression from acoustic features of speech using a Convolutional Neural Network.☆317Oct 29, 2018Updated 7 years ago
- Slides from my talk on spaCy IRL, regarding sparse attention.☆12Jul 9, 2019Updated 6 years ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆50Jul 6, 2023Updated 2 years ago
- This is an app which helps a user to deal with depression at a basic level by providing them Cognitive - Behavioral Therapy i.e. CBT Ther…☆17Dec 13, 2022Updated 3 years ago
- [WINNER! 🏆] Psychopathology FER Assistant. Because mental health matters. My project submission for #TFWorld TF 2.0 Challenge at Devpost…☆79Mar 25, 2023Updated 2 years ago
- Repository for the T2D/obesity experiments run in the Metapheno paper☆15Feb 6, 2019Updated 7 years ago
- Dash app with animated scatter map on mapbox/plotly (COVID data)☆13Apr 17, 2024Updated last year
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆16Jul 11, 2019Updated 6 years ago
- scripts to model depression in speech and text☆74Jan 22, 2020Updated 6 years ago
- Detect depression on social media using the ssToT method introduced in our ASONAM 2017 paper titled "Semi-Supervised Approach to Mon…☆69Feb 26, 2019Updated 6 years ago
- This repository contains UNet and ICNet implementations for semantic segmentation of nuclei images, from Kaggle's 2018 Data Science Bowl☆18Apr 10, 2019Updated 6 years ago
- Multimodal Deep Learning Framework for Mental Disorder Recognition @ FG'20☆41Nov 21, 2022Updated 3 years ago
- Website to promote mental and physical health among all ages through proper meditation and diet.☆28Oct 31, 2021Updated 4 years ago
- Data Analysis on Mental Health.☆23Nov 4, 2017Updated 8 years ago
- Training a model without a dataset for natural language inference (NLI)☆25Aug 3, 2020Updated 5 years ago
- Python code for Depression Detection using variuos machine learning algorithms and Twitter dataset for detecting depression from sentimen…☆24Sep 7, 2021Updated 4 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆406Jul 8, 2019Updated 6 years ago
- Utils and modules for Speech Language and Multimodal processing using pytorch and pytorch lightning☆22Feb 16, 2023Updated 3 years ago
- This repo contains implementation of different architectures for emotion recognition in conversations.☆1,497Mar 10, 2024Updated last year
- ☆29Mar 8, 2022Updated 3 years ago
- The Additive Margin MobileNet1D is a new light weight deep learning model for Speaker Recognition which is based on the MobileNetV2 archi…☆30Oct 3, 2023Updated 2 years ago
- [EMNLP 2022] D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat☆31Oct 28, 2022Updated 3 years ago
- An application for developing developers.☆14Dec 8, 2022Updated 3 years ago
- My Study Collection data science courses, Article etc.☆30Sep 26, 2019Updated 6 years ago
- A comprehensive reading list for Emotion Recognition in Conversations☆276Feb 6, 2024Updated 2 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆119Feb 26, 2021Updated 4 years ago
- The official repository of ACL2023 paper: Understanding Client Reactions in Online Mental Health Counseling☆37Oct 15, 2023Updated 2 years ago
- The first asian machine learning in Jeju Island, South Korea - Project☆74May 2, 2020Updated 5 years ago
- Predict, Manage and Monitor the call drops of cell towers using Cloud Pak for Data☆10Mar 16, 2021Updated 4 years ago
- Prediction of travel time has major concern in the research domain of Intel- ligent Transportation Systems (ITS). Clustering strategy can…☆11May 31, 2018Updated 7 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆74Apr 1, 2021Updated 4 years ago
- Novoic's linguistic feature extraction library☆37Jan 21, 2022Updated 4 years ago
- Papers using E-DAIC dataset (AVEC 2019 DDS)☆37Apr 7, 2023Updated 2 years ago
- Watsonx Assistant with Milvus as Vector Database☆12Mar 31, 2025Updated 10 months ago
- Data-driven Battery Model Identification in LPV Framework using Python☆11Dec 12, 2025Updated 2 months ago
- Python Wrapper for the Frantrax API☆15Jan 1, 2026Updated last month