# Symbolic Equation

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

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.

- Page: https://ss33.ai/skills/lingzhi227/symbolic-equation-67129381317
- Publisher: lingzhi227
- Category: [Data & Analytics](https://ss33.ai/skills/category/data-and-analytics-m1r3i9) › [Machine learning & training](https://ss33.ai/skills/category/data-and-analytics-m1r3i9/machine-learning-and-training-d194fk)
- Source: https://github.com/lingzhi227/agent-research-skills/blob/9e6c085d65e313e475e921fdfe795ac11eb7589e/skills/symbolic-equation/SKILL.md

## Skill

This skill's licence does not allow redistribution, so the store does not serve its text. Get it from the author: https://github.com/lingzhi227/agent-research-skills/blob/9e6c085d65e313e475e921fdfe795ac11eb7589e/skills/symbolic-equation/SKILL.md