This repository applies Deep Learning techniques for depression detection in text, using LSTM, GRU, BiLSTM, BERT models, and a baseline FFNN. It also includes data visualizations, autoencoder semantics, KMeans clustering, and detailed performance comparisons.
☆19Jul 14, 2023Updated 2 years ago
Alternatives and similar repositories for Hybrid-Approach-To-Depression-Detection
Users that are interested in Hybrid-Approach-To-Depression-Detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A baseline for Weibo User Depression Detection Dataset (WU3D)☆37Mar 14, 2022Updated 4 years ago
- Sina Weibo Depression Dataset☆30Jan 27, 2023Updated 3 years ago
- Materials for the Computer Science course, Digital Design (Logic Circuits)☆10Apr 25, 2022Updated 4 years ago
- Depression and anxiety detection on social media with ML - first place in UTD's 2024 AI workshop☆11Nov 24, 2024Updated last year
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆216Jul 10, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Drug-Target Interaction Prediction Using Convolutional Neural Networks By Images of Compounds☆10Jun 16, 2020Updated 6 years ago
- This consists in using a variety of social networks data, including both images and texts, to detect early signs of depression.☆12Feb 3, 2023Updated 3 years ago
- Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"☆91Jun 2, 2026Updated last month
- Implementation of the paper: StyleBERT: Text-Audio Sentiment Analysis with Bi-directional Style Enhancement☆14Apr 10, 2023Updated 3 years ago
- 基于BERT的文本多标签多分类☆10May 11, 2022Updated 4 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆74Apr 1, 2021Updated 5 years ago
- Forecasting Netflix Customer Retention based on Gaussian Process Regression☆15Jul 22, 2023Updated 2 years ago
- AttentionDTA: drug--target binding affinity prediction by sequence-based deep learning with attention mechanism☆16Jan 27, 2022Updated 4 years ago
- The goal of this project is to design a classifier to use for sentiment analysis of product reviews. Our training set consists of reviews…☆10Jul 8, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Detect Depression with AI Sub-challenge (DSS) of AVEC2019 experienment version via YZK☆15May 28, 2021Updated 5 years ago
- Depression web app with text emotion/depression classification and personality/depression test using 4 deep learning models. Demonstrate …☆16Feb 3, 2023Updated 3 years ago
- 云端天眼,找回失踪儿童的预警平台☆10Jan 9, 2020Updated 6 years ago
- Bachelor Thesis - Deep Learning-based Multi-modal Depression Estimation☆87Apr 29, 2023Updated 3 years ago
- A real-time human counter that uses HOG and SVM. Developed as project for the Computer Vision course at Sapienza University of Rome (2021…☆13Apr 2, 2022Updated 4 years ago
- ☆27May 18, 2022Updated 4 years ago
- This project leverages YOLO (You Only Look Once) to detect various traffic violations in real-time, aimed at improving road safety and co…☆19Feb 12, 2025Updated last year
- 基于MySQL的学生信息管理系统搭建,能实现注册登录,增删改查一键导入导出等功能。☆16May 22, 2020Updated 6 years ago
- Code for IJCAI 2022 accepted paper titled "CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations"☆23Jun 11, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- HMM(隐马尔科夫)模型实现词性标注和分词☆10Sep 28, 2017Updated 8 years ago
- Network Intrusion Detection using GNN☆28Feb 13, 2025Updated last year
- Deep learning model of depression detection from activity sensor data☆14Dec 17, 2021Updated 4 years ago
- Drug-Target Interaction Prediction with GraphAttention networks☆20May 7, 2020Updated 6 years ago
- ☆13Oct 19, 2022Updated 3 years ago
- depression detection by using tweets☆27Feb 10, 2019Updated 7 years ago
- Solving the Job-Shop Scheduling Problem (JSSP) with Graph Neural Networks (GNNs).☆28May 19, 2025Updated last year
- ☆23Aug 2, 2024Updated last year
- ☆25Nov 3, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This project analyzes and predicts housing sale price based on features such as square footage, number of bedrooms, views, locations, etc…☆10Jul 27, 2019Updated 6 years ago
- Pytorch Implementation of ECCV'22 paper: Video Activity Localisation with Uncertainties in Temporal Boundary☆17Jul 17, 2022Updated 3 years ago
- Train CIFAR10 with PyTorch using IBM Watson Studio -- The code is forked from kuangliu (https://github.com/kuangliu/pytorch-cifar) and ad…☆16Feb 15, 2022Updated 4 years ago
- This project consists of advanced phishing detection using the BERT masked language model.☆29Jan 31, 2024Updated 2 years ago
- A tool for identifying and quantifying morphological features of both stomata and pavement cells in leaf epidermal images☆11Dec 21, 2021Updated 4 years ago
- ☆38Jun 28, 2024Updated 2 years ago
- [WACV 2024] Code release for "VEATIC: Video-based Emotion and Affect Tracking in Context Dataset"☆23Jan 14, 2026Updated 5 months ago