Andy Lee's Projects
This is open-source repository of Algo AI, an automated schedule manager platform built using heuristic decision-making algorithms & GPT-4.
Anserini is a Lucene toolkit for reproducible information retrieval research
An experimental open-source attempt to make GPT-4 fully autonomous.
An open-source framework that makes evaluating LLMs & prompt engineering x10 easier!
BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.
A clone project of the Bing AI with Google Custom Search Engine and GPT-3.5/4.
A new benchmark for measuring LLM's capability to detect bugs in large codebase.
Can LLMs find bugs that compilers can't?: A benchmark for measuring LLMs' capabilities in debugging large source code.
This is a calculator app that supports basic artihmetics and brackets. The app is designed to prevent the user from making any logical errors by checking the validity of their inputs.
Various celebrity face generators built using Generative Adversarial Network and U-Net Diffusion Model with TensorFlow.
Realtime chat app with rooms
A Chess AI implemented using minimax algorithm with alpha-beta pruning.
Public version of my ChromaDB chatbot that keeps track of user profile and historical topics
A conversational chatbot built using the GPT architecture and trained on seq2seq conversation dataset.
Benchmarking the Spectrum of Agent Capabilities
Leveraging Language Model to Play Procedurally-Generated Survival Games.
Basic decision-making problems solved using heuristic algorithms implemented in Java and Python.
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Load payback system built using Rust-based Smart Contract. 2nd place at DeFi Hackathon.
Open-source ECCC repository for notebooks and documentations for the Hail Forecasting project by Hokyung (Andy) Lee.
Open-source ECCC repository for notebooks and documentations for the Webcam project by Hokyung (Andy) Lee.
Training a stock exchange agent with Reinforcement Learning algorithms and Decision Transformer.
Stock price prediction model built using BERT and regression model trained on textual financial news data.
The Conway's Game of Life implemented in React.
C++ code generator model created using GPT architecture and Leetcode C++ solution dataset.
A Circular Economy business idea evaluator tool built using Gen-AI.
This is a Kickstarter clone project built on the Ethereum blockchain.
This is a singly linked list ADT written in Typescript.
Developing a LLM response ranking reward model using HFRL except it's GPT-3.5 instead of human.
Frontend for Lottery dApp built using React and Solidity. The dApp allows users to bet specified amount of ether, where the winner of the lottery initiated by the administrator receives all the money betted in the game.