Pinned Repositories
data-centric-AI
A curated, but incomplete, list of data-centric AI resources.
dreamshard
[NeurIPS 2022] DreamShard: Generalizable Embedding Table Placement for Recommender Systems
ltsm
Understanding Different Design Choices in Training Large Time Series Models
Meta-AAD
[ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning
rapid
[ICLR 2021] Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments.
SimTSC
[SDM 2022] Towards Similarity-Aware Time-Series Classification
autovideo
AutoVideo: An Automated Video Action Recognition System
rlcard
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
tods
TODS: An Automated Time-series Outlier Detection System
DouZero
[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI
daochenzha's Repositories
daochenzha/data-centric-AI
A curated, but incomplete, list of data-centric AI resources.
daochenzha/SimTSC
[SDM 2022] Towards Similarity-Aware Time-Series Classification
daochenzha/ltsm
Understanding Different Design Choices in Training Large Time Series Models
daochenzha/rapid
[ICLR 2021] Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments.
daochenzha/Meta-AAD
[ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning
daochenzha/dreamshard
[NeurIPS 2022] DreamShard: Generalizable Embedding Table Placement for Recommender Systems
daochenzha/autoshard
[KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems
daochenzha/neuroshard
[MLSys 2023] Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models
daochenzha/autosmote
[CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification
daochenzha/SSRL
Self-Supervised Reinforcement Learning
daochenzha/douzero-colab
daochenzha/daochenzha.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
daochenzha/SurCo
Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems
daochenzha/Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
daochenzha/autovideo
AutoVideo: An Automated Video Action Recognition System
daochenzha/awesome-data-centric-ai
Data Centric AI resources
daochenzha/awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
daochenzha/awesome-reinforcement-learning-lib
GitHub's code repository is all you need
daochenzha/awesome-rl
Reinforcement learning resources curated
daochenzha/daochenzha
daochenzha/data-centric-ai-1
Resources for Data Centric AI
daochenzha/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.
daochenzha/dlrm
An implementation of a deep learning recommendation model (DLRM)
daochenzha/DouZero-1
[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI
daochenzha/FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.
daochenzha/OpenGSL
daochenzha/SimTSC-multivariate-datasets
Multivariate datasets used in https://github.com/daochenzha/SimTSC
daochenzha/testing_rlcard
daochenzha/tianshou
An elegant PyTorch deep reinforcement learning library.
daochenzha/torch-quiver
PyTorch Library for Fast and Easy Distributed Graph Learning