Data Science & Analytics

Symbolic Equation

Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with softmax-based cluster sampling, island reset, and LLM-proposed equation mutations. Use for symbolic regression and equation discovery.

Publisher / source
lingzhi227/agent-research-skills (found on skills.sh)
Upstream record
lingzhi227/agent-research-skills
Version
Version 1
Published
Publication review
Approved for publication · recorded passed scan 2026-11-02
Content fingerprint
bea8ca2377a3ce11aafafb5cfb0bc9ba51302c6a68a0423240b11952d8aa4362