Advanced multimodal analysis tool for reviewing video annotations with pose detection, emotion recognition, audio analysis, and interactive timeline visualization.

A tool for automatic annotation of human interaction videos with pose, face, emotion, speech & more.

This repository contains the implementation of MD-RFS, a Few-Shot Learning-based Network Intrusion Detection System designed for heterogeneous and dynamic multi-domain network environments.

A fast multimodal LLM for real-time voice

A comprehensive collection of PyTorch tutorials covering essential concepts and applications

Early detection of depression among university students using ML, DL and NLP. Random Forest (Accuracy: 91.6%), RoBERTa Transformer (Recall: 98.6%). XAI Techniques such as LIME, SHAP, and Counterfac…

Investigates how depression surfaces in Italian speech using clinical transcripts. Combines linguistic features with machine learning and a fine-tuned BERT model (BERTino), achieving 92% accuracy. …

⚕️GenAI powered multi-agentic medical diagnostics and healthcare research assistance chatbot. 🏥 Designed for healthcare professionals, researchers and patients.

Alert Text Detector is an NLP-based model that detects alert messages from social media posts. It is built using BERTweet Base and trained on a dataset of 23,000 tweets (alert & non-alert). The mod…

In this project, we fine-tune a BerTweet model for binary classification to predict whether a tweet is hate speech or not. We use an activation function for prediction and SHAP (SHapley Additive ex…

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Supplemental code: Large Language Models for Integrating Social Determinant of Health Data: A Case Study on Heart Failure 30-Day Readmission Prediction

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

This repo contains a notebook designed to teach different eXplainable AI (XAI) techniques on multiple use cases. It is oriented towards an audience with a basic technical level on ML models.

A Comprehensive Toolkit for High-Quality PDF Content Extraction

This codebase contains the python scripts for the model for the "Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning (NAACL 2024) ".

Evaluate the impact of social determinants on health outcomes

Code and data annotations for the N2C2 SDOH challenge and follow up article in the Journal of Clinical Epidemiology about downstream impact of NLP in association study results.

This repository introduces MentaLLaMA, the first open-source instruction following large language model for interpretable mental health analysis.

Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41746-023-00970-0