Name: Daochen Zha
Type: User
Bio: PhD at Rice University
Twitter: zdcfrank
Location: Houston, TX
Blog: dczha.com
π Iβm working on machine learning and data mining, particularly on Reinforcement Learning (RL) and Data-centric AI
π I love developing open-source projects. Iβm looking forward to collaborate on any fun projects.
π€ I have made a YouTube video to share my journey of open-source projects.
π’ News: Please check out our data-centric AI survey and awesome data-centric AI resources!
2048
2048 game on FPGA development board
auto-gpt
An experimental open-source attempt to make GPT-4 fully autonomous.
autokeras
An AutoML system based on Keras
autoshard
[KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems
autosmote
[CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification
autovideo
AutoVideo: An Automated Video Action Recognition System
awesome-data-centric-ai
Data Centric AI resources
awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
awesome-game-ai
Awesome Game AI materials on Multi-Agent Learning
awesome-reinforcement-learning-lib
GitHub's code repository is all you need
awesome-rl
Reinforcement learning resources curated
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
cnn-for-mnist
A simple CNN that achieves 99.9% testing accuracy on MNIST
csce606-university-writing-centre
cube
A moving cube based on OpenGL (it can rotate, move and zoom)
daochenzha
daochenzha.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
data-centric-ai
A curated, but incomplete, list of data-centric AI resources.
data-centric-ai-1
Resources for Data Centric AI
discoverpath
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.
dlrm
An implementation of a deep learning recommendation model (DLRM)
douzero-1
[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | ζε°δΈ»AI
douzero-colab
dreamshard
[NeurIPS 2022] DreamShard: Generalizable Embedding Table Placement for Recommender Systems
fingpt
Data-Centric FinGPT. Open-source for open finance! Revolutionize π₯ We release the trained model on HuggingFace.
gym-minigrid-1
Minimalistic gridworld package for OpenAI Gym
gym-miniworld
Simple 3D interior simulator for RL & robotics research
hw-acceptance-unit-test-cycle
hw-rails-intro
hw-ruby-intro
Ruby Introduction Assignment for Agile Development using Ruby on Rails
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google β€οΈ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
