Daochen Zha (@daochenzha)
github

daochenzha

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Top repositories

1

data-centric-AI

A curated, but incomplete, list of data-centric AI resources.
1,020
star
2

ltsm

Understanding Different Design Choices in Training Large Time Series Models
Python
67
star
3

SimTSC

[SDM 2022] Towards Similarity-Aware Time-Series Classification
Python
60
star
4

rapid

[ICLR 2021] Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments.
Python
51
star
5

Meta-AAD

[ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning
Python
42
star
6

dreamshard

[NeurIPS 2022] DreamShard: Generalizable Embedding Table Placement for Recommender Systems
Python
28
star
7

autoshard

[KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems
Python
21
star
8

neuroshard

[MLSys 2023] Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models
Python
14
star
9

autosmote

[CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification
Python
9
star
10

SSRL

Self-Supervised Reinforcement Learning
Python
6
star
11

useful

Vim Script
3
star
12

cube

A moving cube based on OpenGL (it can rotate, move and zoom)
C++
1
star
13

douzero-colab

Jupyter Notebook
1
star
14

2048

2048 game on FPGA development board
VHDL
1
star
15

minimum-baselines

Python
1
star