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SJTU-Quant

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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 133 27

  2. qlib qlib Public

    Forked from microsoft/qlib

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

    Python 91 16

  3. StockMixer StockMixer Public

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

    Python 81 13

  4. 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 78 10

  5. Quant-Reading-List Quant-Reading-List Public

    Papers for AI + quantitative investment

    70 8

  6. LIFT LIFT Public

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

    Python 43 5

Repositories

Showing 10 of 10 repositories
  • awesome-ml-data-quality-papers Public

    Papers about training data quality management for ML models.

    SJTU-Quant/awesome-ml-data-quality-papers’s past year of commit activity
    15 2 0 0 Updated Jul 4, 2024
  • Awesome-Large-Models-for-Time-Series Public

    Papers for LLM and foundation models for time series analytics

    SJTU-Quant/Awesome-Large-Models-for-Time-Series’s past year of commit activity
    7 0 0 0 Updated Jun 26, 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-Quant/MASTER’s past year of commit activity
    Python 133 27 0 0 Updated Jun 5, 2024
  • LIFT Public

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

    SJTU-Quant/LIFT’s past year of commit activity
    Python 43 5 1 0 Updated May 20, 2024
  • qlib Public Forked from microsoft/qlib

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

    SJTU-Quant/qlib’s past year of commit activity
    Python 91 MIT 2,574 0 0 Updated Apr 19, 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-Quant/DoubleAdapt’s past year of commit activity
    Python 78 10 0 0 Updated Apr 13, 2024
  • StockMixer Public

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

    SJTU-Quant/StockMixer’s past year of commit activity
    Python 81 13 6 0 Updated Mar 19, 2024
  • SUNNY-GNN Public

    The official implementation of AAAI'24 paper: Self-Interpretable Graph Learning with Sufficient and Necessary Explanations.

    SJTU-Quant/SUNNY-GNN’s past year of commit activity
    Python 8 AGPL-3.0 1 1 0 Updated Jan 29, 2024
  • Quant-Reading-List Public

    Papers for AI + quantitative investment

    SJTU-Quant/Quant-Reading-List’s past year of commit activity
    70 8 0 0 Updated Nov 8, 2023
  • interpreters Public
    SJTU-Quant/interpreters’s past year of commit activity
    Python 5 2 0 0 Updated Oct 13, 2023

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