menonpg

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/CMU_PGSS_2021

menonpg/KeyBERT

Minimal keyword extraction with BERT

menonpg/AmbigramGenerator

menonpg/annotated_deep_learning_paper_implementations

🧑‍🏫 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. 🧠

menonpg/Circle-Evolution

Evolutionary Art Using Circles in Python

menonpg/CMU_PGSS_2022

menonpg/Crash_course_on_RL

This is a self-contained repository to explain two basic Reinforcement (RL) algorithms.

menonpg/CTGAN

Conditional GAN for generating synthetic tabular data.

menonpg/dalle-mini

DALL·E Mini - Generate images from a text prompt

menonpg/DFL-Colab

DeepFaceLab fork which provides IPython Notebook to use DFL with Google Colab

menonpg/GDS_Retail_Demo

This repo contains the data and queries from the Neo4j Connections:GDS demonstration of using the graph data science library with a retail dataset.

menonpg/harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

menonpg/hupd

The Harvard USPTO Patent Dataset

menonpg/infiniteremixer

Create infinite remixes intelligently patching together groups of songs

menonpg/js_explore

This repository has exploratory code visual interrogation of neural networks that operate on images.

menonpg/Meta-MGNN

Few-Shot Graph Learning for Molecular Property Prediction

menonpg/MIDeepSeg

[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

menonpg/ML-For-Beginners

12 weeks, 24 lessons, classic Machine Learning for all

menonpg/monster-mash

menonpg/mrmr

Python implementation of mRMR (minimum-Redundancy-Maximum-Relevance) for feature selection.

menonpg/multiscale-adversarial-attention-gates

Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates

menonpg/Neo4j-for-Retail

This is a research paper outlining the benefits of the Neo4j graph database in the retail industry.

menonpg/Patent_Topic_Modeling

Topic Modeling on Patent Data to Predict Tech Trends

menonpg/pytorch_multi_input_example

Multi-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data

menonpg/Semantic-Segmentation-Architecture

A repository contains the code for various semantic segmentation in TensorFlow and PyTorch framework.

menonpg/stable-diffusion-image-tween

Diffusers Stable Diffusion as a Cog model

menonpg/Style-Transfer-Collection

Colabs Collection of style transfer in photo and video

menonpg/Styleformer

A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/casual, active/passive, and many more. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

menonpg/Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

menonpg/voice_datasets

🔊 A comprehensive list of open-source datasets for voice and sound computing (50+ datasets).