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.
☆127Aug 29, 2020Updated 6 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Keywords and phrases that can be used for identifying mental-health-related conversation on Twitter☆12Jun 18, 2020Updated 6 years ago
- An evolving list of electronic media data sets used to model mental-health status.☆472Sep 3, 2021Updated 5 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
- Predicting depression from acoustic features of speech using a Convolutional Neural Network.☆319Oct 29, 2018Updated 7 years ago
- Training a model without a dataset for natural language inference (NLI)☆25Aug 3, 2020Updated 6 years ago
- 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.
- Python code for Depression Detection using variuos machine learning algorithms and Twitter dataset for detecting depression from sentimen…☆25Sep 7, 2021Updated 5 years ago
- Repository for the T2D/obesity experiments run in the Metapheno paper☆15Feb 6, 2019Updated 7 years ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆50Jul 6, 2023Updated 3 years ago
- This GitHub provides the source code for the paper "Exploring Facial Expression and Action Units in Parkinson Disease"☆10Dec 21, 2022Updated 3 years ago
- An Android app designed for mental health support between friends. Moody allows users to actively track their moods, emotions and feeling…☆10Feb 22, 2021Updated 5 years ago
- Detect depression on social media using the ssToT method introduced in our ASONAM 2017 paper titled "Semi-Supervised Approach to Mon…☆70Feb 26, 2019Updated 7 years ago
- Anomalous aircraft trajectory detection using statistical analysis and machine learning.☆10Jun 22, 2021Updated 5 years ago
- The official repository of ACL2023 paper: Understanding Client Reactions in Online Mental Health Counseling☆38Oct 15, 2023Updated 2 years ago
- Depression web app with text emotion/depression classification and personality/depression test using 4 deep learning models. Demonstrate …☆17Feb 3, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Papers using E-DAIC dataset (AVEC 2019 DDS)☆41Apr 7, 2023Updated 3 years ago
- Running various MACHINE LEARNING algorithms and comparing their performance☆10Sep 26, 2018Updated 7 years ago
- Around 1 in 4 people will experience a mental health problem this year. Low-income countries have an estimated treatment gap of 85% (as c…☆10Jun 13, 2020Updated 6 years ago
- materials for the study on mental health subreddits. If you use this code in your work, please cite George Gkotsis, Anika Oellrich, Tim …☆23Dec 9, 2023Updated 2 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Feb 26, 2021Updated 5 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆409Jul 8, 2019Updated 7 years ago
- End to End chatbot implemented in PyTorch☆13Apr 26, 2020Updated 6 years ago
- SmuDGE: Semantic Disease Gene Embeddings☆11Jul 11, 2018Updated 8 years ago
- This repo contains implementation of different architectures for emotion recognition in conversations.☆1,523Mar 10, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- All of my Deep Learning experiments have been summarized in this repository.It includes Pytorch tutorials, SoTA Neural Network classifica…☆10Oct 26, 2020Updated 5 years ago
- Project using machine learning to predict depression using health care data from the CDC NHANES website. A companion dashboard for users …☆107Mar 5, 2021Updated 5 years ago
- 主题:计算认知科学(Computational Cognitive Science)。此仓库诞生背景为IA003结业BP,仍处于萌芽期,内容设置有待转正。下一次大规模更新估计在三四年之后。☆18May 22, 2019Updated 7 years ago
- Config files for my GitHub profile.☆16Feb 8, 2024Updated 2 years ago
- Multimodal Deep Learning Framework for Mental Disorder Recognition @ FG'20☆43Nov 21, 2022Updated 3 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆218Jul 10, 2023Updated 3 years ago
- Identification of Autism Spectrum Disorder using Machine Learning☆15Jan 26, 2021Updated 5 years ago
- An R Package for Multiple-Group Latent Class Analysis☆12Aug 27, 2024Updated 2 years ago
- Data Analysis on Mental Health.☆22Nov 4, 2017Updated 8 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Fine grained Empathy Direction Detection☆16Dec 11, 2020Updated 5 years ago
- The project utilizes the power of deep machine learning to detect and classify the surrounding environment hazards for vehicle. This in…☆25Jan 3, 2019Updated 7 years ago
- A drum pattern composition tool using answer set programming.☆12Feb 25, 2019Updated 7 years ago
- Descriptive and model-based tools for Age-Period-Cohort analyses☆16Jun 18, 2025Updated last year
- Machine learning Classification problem with easy understandable solutions☆19Jul 23, 2018Updated 8 years ago
- Website for ML4H Symposium☆22Jun 18, 2024Updated 2 years ago
- CRAN Task View: Machine Learning & Statistical Learning☆18Jul 24, 2026Updated last month