Movatterモバイル変換

[0]ホーム
URL:

Skip to content

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

 Sign up
@daochenzha
daochenzha
Follow
View daochenzha's full-sized avatar

Daochen Zha daochenzha

PhD at Rice University

Highlights

  • Pro

Organizations

@datamllab

Block or report daochenzha

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more aboutblocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more aboutreporting abuse.

Report abuse
daochenzha/README.md

🔭 I’m working on machine learning and data mining, particularly on Reinforcement Learning (RL) and Data-centric AI

😄 I love developing open-source projects. I’m looking forward to collaborate on any fun projects.

🤔 I have made a YouTube video to sharemy journey of open-source projects.

📢 News: Please check out our open-sourcedLarge Time Series Model (LTSM)!

📢 News: Please check out ourdata-centric AI survey andawesome data-centric AI resources!

Popular Projects

ProjectResources
Understanding Different Design Choices in Training Large Time Series ModelsPaper
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical ResearchPaper |Demo |Video
FinGPT: Democratizing Internet-scale Data for Financial Large Language ModelsPaper |Website
OpenGSL: A Comprehensive Benchmark for Graph Structure LearningPaper |知乎
Awesome Data-centric AI ResourcesSurvey Paper |Perspective Paper |知乎 |Blog
NeuroShard: Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost ModelsMLSys'23 Paper
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement LearningICML'21 Paper |Demo |知乎 |Video |Blog
RLCard: A Toolkit for Reinforcement Learning in Card GamesIJCAI'20 Paper |Demo |知乎 |Video |Blog
RLCard-Showdown: Frontend for DouZero and RLCardDemo
Awesome Game AI Resources on Multi-agent Learning
TODS: Automated Time-series Outlier Detection SystemAAAI'21 Paper |Blog |Video
AutoVideo: An Automated Video Action Recognition SystemIJCAI'22 Paper |Blog |Video
BED: A Real-Time Object Detection System for Edge DevicesCIKM'22 Best Demo Paper |Video
PyODDS: An End-to-end Outlier Detection SystemWWW'20 Paper
DreamShard: Generalizable Embedding Table Placement for Recommender SystemsNeurIPS'22 Paper
AutoShard: Automated Embedding Table Sharding for Recommender SystemsKDD'22 Paper
Towards Automated Over-Sampling for Imbalanced ClassificationCIKM'22 Paper
Towards Similarity-Aware Time-Series ClassificationSDM'22 Paper
Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated EnvironmentsICLR'21 Paper
Meta-AAD: Active Anomaly Detection with Deep Reinforcement LearningICDM'20 Paper

PinnedLoading

  1. datamllab/ltsmdatamllab/ltsmPublic

    Understanding Different Design Choices in Training Large Time Series Models

    Python 88 15

  2. datamllab/rlcarddatamllab/rlcardPublic

    Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

    Python 3.1k 655

  3. kwai/DouZerokwai/DouZeroPublic

    [ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

    Python 4.3k 608

  4. datamllab/autovideodatamllab/autovideoPublic

    AutoVideo: An Automated Video Action Recognition System

    Python 331 36

  5. datamllab/todsdatamllab/todsPublic

    TODS: An Automated Time-series Outlier Detection System

    Python 1.5k 197

  6. data-centric-AIdata-centric-AIPublic

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

    1.1k 78

[8]ページ先頭
©2009-2025 Movatter.jp