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FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction

📰 News

🌟 We are currently in the process of carefully organizing and refining the code. The code will be available soon. Thank you for your patience! 🙏

🚩 Updates (2025-2-10) Initial upload to arXiv PDF.

📚 Citation

If you find this repository helpful, please cite our paper:

@article{hu2025finmamba,
      title={FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction}, 
      author={Hu, Yifan and Liu, Peiyuan and Li, Yuante and Cheng, Dawei and Li, Naiqi and Dai, Tao and Bao, Jigang and Xia Shu-Tao},
      journal={arXiv preprint arXiv:2502.06707},
      year={2025}
}

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