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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awesome-ml-data-quality-papers
awesome-ml-data-quality-papers PublicPapers about training data quality management for ML models.
Repositories
- financial-report-agent Public
SJTU-DMTai/financial-report-agent’s past year of commit activity - 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 - Paper-Lists Public
A centralized repository for group members to maintain their personal paper reading lists.
SJTU-DMTai/Paper-Lists’s past year of commit activity - RAG-CSM Public
Implementation of "Influence Guided Context Selection for Effective Retrieval-Augmented Generation" (NeurIPS 2025)
SJTU-DMTai/RAG-CSM’s past year of commit activity - Prune-then-Finetune Public
Official implementation of "Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning" (NeurIPS'25)
SJTU-DMTai/Prune-then-Finetune’s past year of commit activity - awesome-rag Public
SJTU-DMTai/awesome-rag’s past year of commit activity - 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 - 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
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