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  1. MASTER MASTER Public

    This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. MASTER is a stock transformer for stock price for…

    Python 197 39

  2. StockMixer StockMixer Public

    Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".

    Python 142 32

  3. qlib qlib Public

    Forked from microsoft/qlib

    This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.

    Python 108 17

  4. Quant-Reading-List Quant-Reading-List Public

    Papers for AI + quantitative investment

    87 8

  5. DoubleAdapt DoubleAdapt Public

    The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.

    Python 87 13

  6. LIFT LIFT Public

    The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.

    Python 78 9

Repositories

Showing 10 of 21 repositories
  • OnlineTSF Public

    Official implementation of "Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting" (KDD'25), a novel online time series forecasting framework.

    SJTU-DMTai/OnlineTSF’s past year of commit activity
    4 0 0 0 Updated Dec 12, 2024
  • qlib Public Forked from microsoft/qlib

    This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.

    SJTU-DMTai/qlib’s past year of commit activity
    Python 108 MIT 2,713 0 0 Updated Dec 12, 2024
  • DoubleAdapt Public

    The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.

    SJTU-DMTai/DoubleAdapt’s past year of commit activity
    Python 87 13 0 0 Updated Dec 12, 2024
  • awesome-rag Public
    SJTU-DMTai/awesome-rag’s past year of commit activity
    0 0 0 0 Updated Dec 10, 2024
  • MASTER Public

    This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. MASTER is a stock transformer for stock price forecasting, which models the momentary and cross-time stock correlation and guide feature selection with market information.

    SJTU-DMTai/MASTER’s past year of commit activity
    Python 197 39 1 0 Updated Dec 7, 2024
  • awesome-ml-data-quality-papers Public

    Papers about training data quality management for ML models.

    SJTU-DMTai/awesome-ml-data-quality-papers’s past year of commit activity
    33 4 1 0 Updated Nov 25, 2024
  • LIFT Public

    The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.

    SJTU-DMTai/LIFT’s past year of commit activity
    Python 78 9 3 0 Updated Oct 28, 2024
  • Awesome-Large-Models-for-Time-Series Public

    Papers for LLM and foundation models for time series analytics

    SJTU-DMTai/Awesome-Large-Models-for-Time-Series’s past year of commit activity
    20 0 0 0 Updated Oct 15, 2024
  • Awesome-graph-based-ann Public
    SJTU-DMTai/Awesome-graph-based-ann’s past year of commit activity
    2 0 0 0 Updated Oct 9, 2024
  • Quant-Reading-List Public

    Papers for AI + quantitative investment

    SJTU-DMTai/Quant-Reading-List’s past year of commit activity
    87 8 0 0 Updated Sep 12, 2024
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