Minhwa Lee's Projects
UMN-Accenture joint research for Human-AI Collaborative Writing
Code, data and other artifacts for Chuck's technical articles.
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Final Project for COMPSCI 682 Neural Networks @ UMass Amherst
Final Project for CS 310 - Machine Intelligence
Gender and Power Dynamics in Latin Narratives [Course Project @ Responsible AI F23]
Jupyter Notebooks for Hands-on ML (3rd edition)
A final project for the course Probability & Statistics II in Fall 2019
A final project for the course Mathematical Modeling in Spring 2019
Personal Webpage
My study guide for MLOps
Naive Bayes Classifier for Iris Classification
Junior Independent Study for CS majors - Two Case studies of Feedforward Neural Network and Multilayer Perceptron with backpropagation.
A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP
Forked - Natural Language Processing Tutorial for Deep Learning Researchers
A final project for the course Numerical Analysis in Spring 2020
Code Repository for the preprint "Socio-geographic Accessibility in Food Pantry Accessibility in the U.S." (Zhang and Lee et al, 2024)
A Flask implementation with SQL that provides patient management API and related HTML pages for healthcare professionals to manage their appointments.
A Python program for implementation of a research by Dr. Robert Kelvey in the Department of Mathematics
Implementation of "Statistical & ML Approaches to Depression in the U.S."
A final project for Data Visualization Course in Spring 2020
TextRankerJS is a fully client-side JavaScript tool for ranking texts generated by different methods. Designed for human annotation studies, it offers an intuitive drag-and-drop interface, pagination, and local storage for data persistence.
Repository for my MSFT internship project "Tracking AI/ML Trends Using NLP". Note that only codes are available (Data is private).
A Pytorch implementation of Transformers (Attention is All You Need, 2017)
š¤ Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.