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data-centric-AI
A curated, but incomplete, list of data-centric AI resources.
1075
72
2
Updated a day ago
public
SimTSC
[SDM 2022] Towards Similarity-Aware Time-Series Classification
Python
73
17
7
Updated 2 months ago
public
rapid
[ICLR 2021] Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments.
Python
57
9
1
Updated a month ago
public
Meta-AAD
[ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning
Python
50
14
0
Updated 8 days ago
public
dreamshard
[NeurIPS 2022] DreamShard: Generalizable Embedding Table Placement for Recommender Systems
Python
29
1
0
Updated 2 months ago
public
autoshard
[KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems
Python
21
3
2
Updated 6 months ago
public
neuroshard
[MLSys 2023] Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models
Python
16
0
0
Updated 9 months ago
public
autosmote
[CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification
Python
10
1
1
Updated a year ago
public
SSRL
Self-Supervised Reinforcement Learning
Python
6
2
0
Updated a year ago
public
useful
Vim script
3
0
0
Updated 2 years ago
public
douzero-colab
Jupyter Notebook
2
1
0
Updated 9 months ago
public
pydtw
1
0
0
Updated 2 months ago