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Achievement: Pull Sharkx2Achievement: Arctic Code Vault ContributorAchievement: Starstruckx2

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Davidham3/README.md

👋 Hello!

I lead the Machine Learning team at Cainiao Station (Alibaba Group), responsible for all ML work at Cainiao Station. My work spans Spatio-temporal Data Mining, Computer Vision and Agentic AI.

Some Open Source Projects

  • traj-dist-rs：A Rust-based package for trajectory distance computation. Supports both Rust and Python, offering over 10x performance improvement over traj-dist for Euclidean distance calculations.
  • TrajDL：A package for trajectory data mining algorithms, currently under development.
  • STSGCN：Source code for STSGCN (AAAI 2020).
  • ASTGCN：Source code for ASTGCN (AAAI 2019).
  • 📜 My Blog：My personal blog (Written in Chinese).
  • Check out my GitHub homepage for other projects.

📬 Contact Me

📧 Email: mengxian.sc@alibaba-inc.com

🎨 Personal Style

Code is art, simplicity is elegance, embrace new technologies!

Pinned Loading

  1. Spatial-Temporal-Data-Mining/TrajDL Spatial-Temporal-Data-Mining/TrajDL Public

    A python toolkit for deep learning in trajectory data mining

    Python 13 2

  2. ASTGCN-2019-mxnet ASTGCN-2019-mxnet Public

    ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch

    Python 425 245

  3. STSGCN STSGCN Public

    AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

    Python 447 106

  4. STGCN STGCN Public

    implementation of STGCN for traffic prediction in IJCAI2018

    Python 115 41

  5. pems_crawler pems_crawler Public

    PeMS crawler

    Python 15 3

  6. spatio-temporal-paper-list spatio-temporal-paper-list Public

    Forked from Eilene/spatio-temporal-paper-list

    Spatio-temporal modeling 论文列表（主要是graph convolution相关)

    24 9