Daochen Zha

data-centric-AI. A curated, but incomplete, list of data-centric AI resources.

SimTSC. [SDM 2022] Towards Similarity-Aware Time-Series Classification

rapid. [ICLR 2021] Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments.

Meta-AAD. [ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning

dreamshard. [NeurIPS 2022] DreamShard: Generalizable Embedding Table Placement for Recommender Systems

autoshard. [KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems

neuroshard. [MLSys 2023] Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models

autosmote. [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification

SSRL. Self-Supervised Reinforcement Learning

useful. Vim Script

douzero-colab. Jupyter Notebook

daochenzha.github.io. Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

rlcard. A testbed for reinforcement learning in card games (poker game)

pydtw. C

overwatch. autoHotKey based auto aimming script for overwatch

minimum-baselines. Python

SurCo. Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems

awesome-game-ai. Awesome Game AI materials on Multi-Agent Learning

cube. A moving cube based on OpenGL (it can rotate, move and zoom)

2048. 2048 game on FPGA development board