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@SJTU-DMTai

Data Management Technology and AI

Popular repositoriesLoading

  1. MASTERMASTERPublic

    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 279 57

  2. StockMixerStockMixerPublic

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

    Python 275 77

  3. qlibqlibPublic

    Forked frommicrosoft/qlib

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

    Python 120 24

  4. Quant-Reading-ListQuant-Reading-ListPublic

    Papers for AI + quantitative investment

    107 9

  5. DoubleAdaptDoubleAdaptPublic

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

    Python 92 14

  6. LIFTLIFTPublic

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

    Python 82 11

Repositories

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Showing 10 of 22 repositories
  • SJTU-DMTai/awesome-rag’s past year of commit activity
    10 0 0 UpdatedMar 6, 2025
  • 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
    59 5 1 0 UpdatedFeb 18, 2025
  • 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
    Python 14 2 1 0 UpdatedJan 2, 2025
  • 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 92 14 0 0 UpdatedDec 25, 2024
  • qlib Public Forked frommicrosoft/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 120MIT 2,989 0 0 UpdatedDec 12, 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 279 57 0 0 UpdatedDec 7, 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 82 11 3 0 UpdatedOct 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
    300 0 0 UpdatedOct 15, 2024
  • SJTU-DMTai/Awesome-graph-based-ann’s past year of commit activity
    30 0 0 UpdatedOct 9, 2024
  • Quant-Reading-List Public

    Papers for AI + quantitative investment

    SJTU-DMTai/Quant-Reading-List’s past year of commit activity
    107 9 0 0 UpdatedSep 12, 2024

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