Prahlad G Menon, PhD, PMP's Projects
R/Shiny app to visualize the trends in accidental overdoses in Allegheny County [2008-2019]
OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.
🧑🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠
Answering Questions With HuggingFace And LLM
🦠 Huge collection of useful projects and resources for COVID-19 (2019 novel Coronavirus)
Awesome GAN for Medical Imaging
Cayman is a Jekyll theme for GitHub Pages
An image classification program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception. This model has been pre-trained for the ImageNet Large Visual Recognition Challenge using the data from 2012, and it can differentiate between 1,000 different classes, like Dalmatian, dishwasher etc. The program applies Transfer Learning to this existing model and re-trains it to classify a new set of images. This repository classifies four image data sets - 2D-line, 2D-Pie, 2D-Bar, 3D-Plots and returns a prediction score denoting the possibility of it being in a particular class.
This is a Streamlit application that helps you chat with your audio file powered by Langchain, ChromaDB, and OpenAI.
Streamlit app to chat with images using Multi-modal LLMs.
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.
Evolutionary Art Using Circles in Python
Contrastive Language-Image Pretraining
Implementations of algorithms and operations used in Computer Vision: solely for Neural style transfer.
Content Aware Resizing of a Hershey Chocolate Bar
Systematic dataset of Covid-19 policy, from Oxford University
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.
Modeling-ready COVID19 Cases and Deaths time-series dataset for Chicago, IL
COVID-19 imaging-based AI paper collection
Datasets on time-series evolution of COVID19 positive cases, negative tests and deaths in PA, by county.
Multivariate Regression of Current and 7-day Future-looking Deaths and Cases per Million, per Day, aggregated by US State
COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations
A quick script to process CPC code definition XML files
Compositional pattern-producing networks based abstract art generator
This is a self-contained repository to explain two basic Reinforcement (RL) algorithms.