Data Management Technology and AI
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StockMixer
StockMixer PublicOfficial code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".
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qlib
qlib PublicForked from microsoft/qlib
This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.
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DoubleAdapt
DoubleAdapt PublicThe official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.
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- 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 - awesome-rag Public
SJTU-DMTai/awesome-rag’s past year of commit activity - 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 - 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 - 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 - 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 - Awesome-graph-based-ann Public
SJTU-DMTai/Awesome-graph-based-ann’s past year of commit activity
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