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Official Implementation for the "Self-Guiding Exploration for Combinatorial Problems" paper.

๐ŸŒ ๐Ÿ“ƒ Paper

Authors: Zangir Iklassov๐Ÿ“ง๏ธ, Yali Du, Farkhad Akimov, Martin Takac, MBZUAI, United Arab Emirates

Feel free to ask questions. If our work helps, please don't hesitate to give us a โญ!

Code

Required:

Python==3.9+
numpy==1.26.4
scipy==1.9.1
google-generativeai==0.4.0
openai==1.13.3
transformers==4.38.1
datasets==2.17.1
ortools==9.9.3963
collections
re
os
time

Citation

If you find the code useful for your research or any other project, please consider citing our paper. ๐Ÿ˜ƒ

@misc{iklassov2024selfguidingexplorationcombinatorialproblems,
      title={Self-Guiding Exploration for Combinatorial Problems}, 
      author={Zangir Iklassov and Yali Du and Farkhad Akimov and Martin Takac},
      year={2024},
      eprint={2405.17950},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2405.17950}, 
}

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