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@datamllab

Data Analytics Lab at Rice University

We develop automated and interpretable machine learning algorithms/systems with understanding of their theoretical properties.

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  1. rlcard rlcard Public

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

    Python 3.1k 655

  2. tods tods Public

    TODS: An Automated Time-series Outlier Detection System

    Python 1.5k 197

  3. awesome-game-ai awesome-game-ai Public

    Awesome Game AI materials of Multi-Agent Reinforcement Learning

    840 102

  4. LongLM LongLM Public

    [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

    Python 646 63

  5. awesome-deepfakes-materials awesome-deepfakes-materials Public

    A curated list of awesome Deepfakes materials

    409 73

  6. rlcard-showdown rlcard-showdown Public

    Leaderboard and Visualization for RLCard

    JavaScript 374 102

Repositories

Showing 10 of 28 repositories
  • ltsm Public

    Understanding Different Design Choices in Training Large Time Series Models

    datamllab/ltsm’s past year of commit activity
    Python 88 15 0 0 Updated Mar 6, 2025
  • awesome-game-ai Public

    Awesome Game AI materials of Multi-Agent Reinforcement Learning

    datamllab/awesome-game-ai’s past year of commit activity
    840 MIT 102 0 0 Updated Jun 26, 2024
  • rlcard Public

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

    datamllab/rlcard’s past year of commit activity
    Python 3,062 MIT 655 67 (7 issues need help) 5 Updated Jun 26, 2024
  • LongLM Public

    [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

    datamllab/LongLM’s past year of commit activity
    Python 646 MIT 63 13 4 Updated Jun 1, 2024
  • labnews Public
    datamllab/labnews’s past year of commit activity
    5 0 0 0 Updated Feb 12, 2024
  • rlcard-showdown Public

    Leaderboard and Visualization for RLCard

    datamllab/rlcard-showdown’s past year of commit activity
    JavaScript 374 102 11 2 Updated Oct 10, 2023
  • awesome-fairness-in-ai Public

    A curated list of awesome Fairness in AI resources

    datamllab/awesome-fairness-in-ai’s past year of commit activity
    317 MIT 66 1 4 Updated Sep 15, 2023
  • tods Public

    TODS: An Automated Time-series Outlier Detection System

    datamllab/tods’s past year of commit activity
    Python 1,541 Apache-2.0 197 76 3 Updated Sep 11, 2023
  • autokaggle Public

    Automated Machine Learning (AutoML) for Kaggle Competition

    datamllab/autokaggle’s past year of commit activity
    Python 32 7 7 3 Updated Jul 6, 2023
  • autovideo Public

    AutoVideo: An Automated Video Action Recognition System

    datamllab/autovideo’s past year of commit activity
    Python 331 MIT 36 8 0 Updated Jun 22, 2023
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