Daochen Zha's Projects
2048 game on FPGA development board
An experimental open-source attempt to make GPT-4 fully autonomous.
An AutoML system based on Keras
[KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems
[CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification
AutoVideo: An Automated Video Action Recognition System
Data Centric AI resources
A curated list of awesome Deep Reinforcement Learning resources.
Awesome Game AI materials on Multi-Agent Learning
GitHub's code repository is all you need
Reinforcement learning resources curated
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
A simple CNN that achieves 99.9% testing accuracy on MNIST
A moving cube based on OpenGL (it can rotate, move and zoom)
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
A curated, but incomplete, list of data-centric AI resources.
Resources for Data Centric AI
DiscoverPath, a KG-based re- trieval system designed for biomedical research. This system aims to assist biomedical researchers in dynamically refining their queries and effectively retrieving articles. Accepted by CIKM'23 as Demo Paper.
An implementation of a deep learning recommendation model (DLRM)
[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | ζε°δΈ»AI
[NeurIPS 2022] DreamShard: Generalizable Embedding Table Placement for Recommender Systems
Data-Centric FinGPT. Open-source for open finance! Revolutionize π₯ We release the trained model on HuggingFace.
Minimalistic gridworld package for OpenAI Gym
Simple 3D interior simulator for RL & robotics research
Ruby Introduction Assignment for Agile Development using Ruby on Rails