Symbolic Equation

Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR).

by lingzhi227

The skill

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.

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Use this skill

Connect your agent to the Skill Store MCP server and ask for it by ref: lingzhi227/symbolic-equation-67129381317.

Markdown version

Details

Publisher: lingzhi227
Category: Data & Analytics › Machine learning & training
Updated: 2026-02-26

References

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