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Data Management Technology and AI

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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 146 31

  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 99 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 92 18

  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 82 12

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

    Papers for AI + quantitative investment

    73 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 53 5

Repositories

Showing 10 of 18 repositories
  • Quant-Reading-List Public

    Papers for AI + quantitative investment

    SJTU-DMTai/Quant-Reading-List’s past year of commit activity
    73 8 0 0 Updated Sep 12, 2024
  • Data-Management-for-GNN-Training Public
    SJTU-DMTai/Data-Management-for-GNN-Training’s past year of commit activity
    5 0 0 0 Updated Sep 6, 2024
  • FeSAIL Public

    This is the official implementation of the IJCAI 2023 paper "Feature Staleness Aware Incremental Learning for CTR Prediction".

    SJTU-DMTai/FeSAIL’s past year of commit activity
    Python 0 0 0 0 Updated Sep 6, 2024
  • TAMIC Public

    This is the official implementation for our SDM 2022 paper "Time-aware Multi-interest Capsule Network for Sequential Recommendation".

    SJTU-DMTai/TAMIC’s past year of commit activity
    Python 0 0 0 0 Updated Sep 6, 2024
  • EMA Public

    This is the official implementation of the EMA framework for the TKDE paper "A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation".

    SJTU-DMTai/EMA’s past year of commit activity
    Python 0 0 0 0 Updated Sep 6, 2024
  • AutoSrh Public

    This is the official implementation for our TKDE paper "AutoSrh: An Embedding Dimensionality Search Framework for Tabular Data Prediction".

    SJTU-DMTai/AutoSrh’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 4, 2024
  • RDIA Public

    This repository is the official implementation of our ICLR2022 paper: "Resolving Training Biases via Influence-based Data Relabeling".

    SJTU-DMTai/RDIA’s past year of commit activity
    Python 0 0 0 0 Updated Sep 4, 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
    17 2 0 0 Updated Sep 2, 2024
  • IMSR Public

    This is the official implementation for our ICDE 2023 paper “Incremental Learning for Multi-interest Sequential Recommendation”.

    SJTU-DMTai/IMSR’s past year of commit activity
    Python 0 0 0 0 Updated Aug 28, 2024
  • RCL Public

    This is the official implementation for the CIKM 2024 paper “Relative contrastive learning for sequential recommendation with similarity-based positive pair selection”.

    SJTU-DMTai/RCL’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Aug 28, 2024
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