mhy-666's Projects
This repo contains code examples and class exercises for AIPI 510: Sourcing Data for Analytics at Duke University
Code examples and demos for AIPI 520: Modeling Process and Algorithms
This repo contains demo code notebooks accompanying the AIPI 540: Deep Learning Applications course in Duke University's Master of Engineering in AI for Product Innovation program
An annotated implementation of the Transformer paper.
This project aims to create new, AI-generated content to further enrich the LoL universe, including new champion skins, background stories, and corresponding visual representations of these stories.
Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
A LLM-based chatbot for the Duke AI MEng program
š¤ Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
Speech Recognition Course | Assignment
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
The project involves scraping champion introductions from the official LoL website, using Retrieval-Augmented Generation (RAG) to create a corresponding vector database, and ultimately compiling an encyclopedia knowledgeable about new champions.
mhy's overview
my blog
pytorch version of neural collaborative filtering