Idea Search, a tree search variant that samples and updates a dynamically scored bank of atomic design ideas, modestly improves LLM-generated single-cell batch integration code over a pure tree search baseline.
Laleh Haghverdi, Aaron TL Lun, Michael D Morgan, and John C Marioni
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Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods
Idea Search, a tree search variant that samples and updates a dynamically scored bank of atomic design ideas, modestly improves LLM-generated single-cell batch integration code over a pure tree search baseline.