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@DAMO-DI-ML

DAMO-DI-ML

AI for Time Series (AI4TS) and XAI
README.md

We are a group of engineers and researchers from the Decision Intelligence Lab of DAMO Academy, Alibaba Group, led by Dr. Liang Sun. Motivated by challenging problems arising from industry, we are working on AI for time series and explainable AI (XAI), including time series anomaly detection, time series forecasting, rule learning, and effective and efficient explaining methods for time series.

Our team is located in Hangzhou, China and Bellevue, WA, USA. We are very happy to hire interns in both Hangzhou and Bellevue for collaboration on cutting-edge research on time series and XAI. For internship opportunity, please contact liang[dot]sun[at]alibaba-inc.com.

More introduction to our lab - Decision Intelligence Lab, please go to our official website.

Popular repositories Loading

  1. NeurIPS2023-One-Fits-All NeurIPS2023-One-Fits-All Public

    The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"

    Python 668 90

  2. KDD2023-DCdetector KDD2023-DCdetector Public

    Python 274 32

  3. ICML2022-FEDformer ICML2022-FEDformer Public

    Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

    Python 220 31

  4. AI-for-Time-Series-Papers-Tutorials-Surveys AI-for-Time-Series-Papers-Tutorials-Surveys Public

    A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

    169 23

  5. CIKM22-TFAD CIKM22-TFAD Public

    Source code of CIKM'22 paper: TFAD: A Decomposition Time Series Anomaly Detection Architecture with Frequency Analysis

    Python 58 11

  6. AAAI2022-HCM AAAI2022-HCM Public

    Source code of AAAI'22 paper: A Hybrid Causal Structure Learning Algorithm for Mixed-type Data

    Python 40 6

Repositories

Showing 10 of 26 repositories
  • Baguan-solar Public
    DAMO-DI-ML/Baguan-solar's past year of commit activity
    Python 10 4 0 0 Updated Jun 16, 2026
  • Baguan-Regional Public
    DAMO-DI-ML/Baguan-Regional's past year of commit activity
    Python 2 0 0 0 Updated Jun 1, 2026
  • Baguan-cyclone Public

    cyclone track and intensity

    DAMO-DI-ML/Baguan-cyclone's past year of commit activity
    0 MIT 0 1 0 Updated Mar 20, 2026
  • MindXLib Public

    XAI tools

    DAMO-DI-ML/MindXLib's past year of commit activity
    Python 1 1 0 0 Updated Mar 20, 2026
  • Baguan-V2 Public

    Baguan-V2 training code

    DAMO-DI-ML/Baguan-V2's past year of commit activity
    Python 6 MIT 2 0 0 Updated Mar 19, 2026
  • Solution-for-National-Precipitation-Nowcasting-Compitition Public
    DAMO-DI-ML/Solution-for-National-Precipitation-Nowcasting-Compitition's past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Mar 19, 2026
  • DeepPrim Public

    official implementation of DeepPrim

    DAMO-DI-ML/DeepPrim's past year of commit activity
    4 0 0 0 Updated Feb 14, 2026
  • XAI-for-Time-Series Public

    The official hub for our team dedicated to explainable AI (XAI) for time series, providing valuable resources to enhance understanding this critical field.

    DAMO-DI-ML/XAI-for-Time-Series's past year of commit activity
    9 MIT 0 0 0 Updated May 12, 2025
  • SolarBoost Public

    a boosting method for distributed photovoltaic power forecasting.

    DAMO-DI-ML/SolarBoost's past year of commit activity
    Python 11 2 1 0 Updated Apr 15, 2025
  • WeatherODE Public

    The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting".

    DAMO-DI-ML/WeatherODE's past year of commit activity
    Python 16 4 1 0 Updated Oct 23, 2024
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