ConceptSearch

Installation setup:

• Clone ARC-AGI benchmark in folder ./

  git clone git@github.com:fchollet/ARC-AGI.git
  

• The entry point is ./main.py and it calls neural_search.py, where the ConceptSearch algorithm resides.
• To run the algorithm on the evaluation set:

  python main.py
  

Citation

If you find our work helpful, kindly cite our paper,

@misc{singhal2024conceptsearchefficientprogramsearch,
      title={ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC)}, 
      author={Kartik Singhal and Gautam Shroff},
      year={2024},
      eprint={2412.07322},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2412.07322}, 
}