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 3 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:
- Comparing Selective Masking Methods for Depression Detection in Social Media☆12Jun 3, 2023Updated 3 years ago
- This repository contains the code of our winning solution for the Shared Task on Detecting Signs of Depression from Social Media Text at …☆27May 12, 2023Updated 3 years ago
- Sina Weibo Depression Dataset☆30Jan 27, 2023Updated 3 years ago
- Depression and anxiety detection on social media with ML - first place in UTD's 2024 AI workshop☆11Nov 24, 2024Updated last year
- Machine Learning Project for Depression Detection Using Tweets.☆15Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- 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: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆62Jan 17, 2024Updated 2 years ago
- A machine learning web application used to depict presence of heart disease, made using Random Forest Classifier and Flask. Deployed on p…☆13May 13, 2022Updated 4 years ago
- Detecting depressed Patient based on Speech Activity, Pauses in Speech and Using Deep learning Approach☆20Jan 5, 2023Updated 3 years ago
- Collection of all the mini projects made by me so far.☆10Jan 4, 2022Updated 4 years ago
- ☆20Oct 28, 2024Updated 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
- Detection of fine-grained emotions in texts☆12Apr 6, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Interface-aware molecular generative framework for protein-protein interaction modulators☆20Dec 22, 2024Updated last year
- A scoring function model based on 3D convolutional neural network for protein-ligand binding affinity prediction.☆17Oct 8, 2021Updated 4 years ago
- Tutorial to learn how to utilize NLP to analyze your own LinkedIn data.☆11Jul 28, 2021Updated 5 years ago
- Automated Detection of Major Depressive Disorder with EEG Signals: A Time Series Classification Using Deep Learning☆21Jun 25, 2024Updated 2 years ago
- Code for IJCAI 2022 accepted paper titled "CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations"☆24Jun 11, 2023Updated 3 years ago
- Speech Enhancement: Tensorflow 2.x implementation of the stacked dual-signal transformation LSTM network (DTLN) for Noise Suppression.☆18May 1, 2021Updated 5 years ago
- Image Encryption/Decryption using Rubik's Cube Principle and AES☆10Jan 13, 2022Updated 4 years ago
- QR code visual cryptography pipeline☆12Jul 7, 2020Updated 6 years ago
- A highly scalable real-time log anomaly detection architecture with LLMs, information retrieval, and user feedback to pinpoint faults acr…☆18Apr 27, 2024Updated 2 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.
- This project analyzes and predicts housing sale price based on features such as square footage, number of bedrooms, views, locations, etc…☆10Jul 27, 2019Updated 7 years ago
- Modality-Agnostic Attention Fusion for visual search with text feedback☆25Mar 21, 2023Updated 3 years ago
- Deep learning model of depression detection from activity sensor data☆14Dec 17, 2021Updated 4 years ago
- This repo is about Vehicle Price Prediction using machine learning and web app created using flask server andalso deployed on heroku☆11Mar 20, 2021Updated 5 years ago
- This is my Master thesis which evaluates 6D pose estimating deep learning methods for usage in an AR use case. It includes 2 new proxies …☆17Feb 7, 2020Updated 6 years ago
- ☆13Oct 19, 2022Updated 3 years ago
- Web Scraping "List of companies in India" from AmbitionBox Website using Python and Beautiful Soup☆14Dec 31, 2023Updated 2 years ago
- depression detection by using tweets☆27Feb 10, 2019Updated 7 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Playground for pyspark (RDDs, DStreams) and Apache Airflow. Based on the example of parsing (including incorrectly formated strings) web …☆18Feb 21, 2022Updated 4 years ago
- Pytorch Implementation of ECCV'22 paper: Video Activity Localisation with Uncertainties in Temporal Boundary☆17Jul 17, 2022Updated 4 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆44Dec 11, 2020Updated 5 years ago
- Scrape Facebook post comment with all comments reply☆15Mar 20, 2021Updated 5 years ago
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆28Dec 5, 2022Updated 3 years ago
- Attention-Based Acoustic Feature Fusion Network for Depression Detection☆29Jun 14, 2025Updated last year
- ☆39Jun 28, 2024Updated 2 years ago