menonpg
AI / Data Scientist & Professor with real-world experience in predictive maintenance, financial modeling, healthcare data analytics & medical image diagnostics.
QuantMD (www.quant.md/index.html)Pittsburgh, PA
Pinned Repositories
agentic_search_openai_langgraph
Agentic search web search using LangGraph and OpenAI GPT-4o, powered by Tavily and DuckDuckGo search.
awesome-coronavirus
🦠 Huge collection of useful projects and resources for COVID-19 (2019 novel Coronavirus)
CMU_PGSS2020_MENON_CSLab_LectureFiles
CMU_PGSS_2021
CMU_PGSS_2024
Coursework repository for PGSS 2024, at Carnegie Mellon University.
COVID19_PA
Datasets on time-series evolution of COVID19 positive cases, negative tests and deaths in PA, by county.
covid19SymptomChallenge
Multivariate Regression of Current and 7-day Future-looking Deaths and Cases per Million, per Day, aggregated by US State
fluisightcrowdsourcing
R/Shiny app for crowd-sourcing votes on the top-team to trust with regard to predictions of influenza risk, scored based on the CDC's Weekly U.S. Influenza Surveillance Report.
MultiFace_FaceMaskDetector
Detect mask v/s no-mask on faces in an image using a combination of a openCV based face detector DNN and a trained keras model for mask detection. Model and Google Colab ipynb included.
VQA_Claude
This repository is based on https://github.com/RMNCLDYO/claude-ai-toolkit but adds functionality for multi-page PDF analysis using visual question answering, with Claude 3.5 Sonnet at the backend.
menonpg's Repositories
menonpg/KeyBERT
Minimal keyword extraction with BERT
menonpg/aihorde-client
Easy-to-use Python interface for AIHorde Server
menonpg/aislingeach-aihorde-ios-client-images
Aislingeach is an iOS client for the AI Horde, a distributed open source network of GPUs running Stable Diffusion
menonpg/AmbigramGenerator
menonpg/AnsweringQuestionsWithHuggingFaceAndLLM
Answering Questions With HuggingFace And LLM
menonpg/ARES
menonpg/Chat-with-Audio-using-LLM
This is a Streamlit application that helps you chat with your audio file powered by Langchain, ChromaDB, and OpenAI.
menonpg/chat_with_images
Streamlit app to chat with images using Multi-modal LLMs.
menonpg/chatWeb
ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.
menonpg/CMU_PGSS2023_CSLab
menonpg/Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
menonpg/echonet_dynamic
EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.
menonpg/fin_domain_llm
Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine
menonpg/GenGANStudio
A website for exploring the Metropolitan Museum of Art's collection with Generative Adversarial Networks
menonpg/GPT-Code-Learner
Learn A Repo Interactively with GPT
menonpg/GraphGPT
Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️♂️
menonpg/human_g1k_v37_variantLookup
menonpg/instruct-pix2pix
menonpg/llava-cpp-server
LLaVA server (llama.cpp).
menonpg/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
menonpg/LLM-Finetuning
LLM Finetuning with peft
menonpg/mamba-chat
Mamba-Chat: A chat LLM based on the state-space model architecture 🐍
menonpg/Medical-Aid
LLM medical image analysis. By helping healthcare professionals, the app enables users to upload medical images and receive detailed insights about potential medical conditions visible in the images.
menonpg/open-interpreter
OpenAI's Code Interpreter in your terminal, running locally
menonpg/RAGxplorer
Visualise, explore, and calibrate your RAG pipeline
menonpg/stable-diffusion-deploy
Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services working together via the Lightning Apps framework.
menonpg/stable-diffusion-image-tween
Diffusers Stable Diffusion as a Cog model
menonpg/txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
menonpg/Uncle-Sam-Tax
Let GPT-4 fill your 1040s
menonpg/watsonxRAG