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/COVID19_PA
Datasets on time-series evolution of COVID19 positive cases, negative tests and deaths in PA, by county.
menonpg/covid19SymptomChallenge
Multivariate Regression of Current and 7-day Future-looking Deaths and Cases per Million, per Day, aggregated by US State
menonpg/Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
menonpg/CLIP
Contrastive Language-Image Pretraining
menonpg/covid-symptom-challenge
Peter Ellis' entry in the COVID-19 Symptom Data Challenge, in partnership with Facebook Data for Good, Delphi Group at Carnegie Mellon University, the Joint Program on Survey Methodology at the University of Maryland, the Duke Margolis Center for Health Policy, and Resole to Save Lives, an initiative of Vital Strategies. Organised by Catalyst @Health 2.0.
menonpg/COVID19_Chicago
Modeling-ready COVID19 Cases and Deaths time-series dataset for Chicago, IL
menonpg/CovidPrognosis
COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations
menonpg/deit
Official DeiT repository
menonpg/Few-Shot-Patch-Based-Training
The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
menonpg/flat_table
An extention to json_normalize() in pandas
menonpg/gaugan
Photorealistic landscape drawings using the Nvidia SPADE model
menonpg/GCN_for_EEG
Graph Convolutional Networks for 4-class EEG Classification
menonpg/iPERCore
Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis
menonpg/MagicEye.js
Generate "Magic Eye" images in the browser
menonpg/NeuralProphetExamples
This repo contains the example code used in my Medium article about NeuralProphet.
menonpg/nlp-recipes
Natural Language Processing Best Practices & Examples
menonpg/parking-space-detection-system
menonpg/PNC_CIB_Demo
Crowdsourcing data using a PaaS web-form for machine learning.
menonpg/prodigy_recipe
my prodi.gy recipes
menonpg/PTRMS_app
PTRMS prediction app
menonpg/PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
menonpg/Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
menonpg/streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
menonpg/style-semantics
Code for the paper "Controlling Style and Semantics in Weakly-Supervised Image Generation", ECCV 2020
menonpg/stylegan2-pytorch
Simplest working implementation of Stylegan2 in Pytorch. Enabling everyone to experience disentanglement
menonpg/text_match
Text similarity check using Fuzzywuzzy package
menonpg/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
menonpg/TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch
Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)
menonpg/vectorai
Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
menonpg/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch