symbolic-equation

Maintained by lingzhi227

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.

Current version: Unknown
License: Unknown
Network access: Unknown / not assessed
Review status: Not verified

Problem it solves

This catalog entry helps users find and evaluate symbolic-equation for the task described by its available catalog summary. Confirm the exact scope in the linked original source when one is available.

When to use it

Consider symbolic-equation when its available catalog summary matches the task at hand. When available, review the linked original source before use for precise instructions, requirements, and limitations.

symbolic-equation is listed as an agent skill in RefHub. The listed maintainer is lingzhi227. The available catalog summary is: 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. When available, review the linked original source for exact usage instructions, required tools, and limitations.

Installation and updates

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Install command

npx skills add lingzhi227/agent-research-skills --skill symbolic-equation -y

Agent compatibility

No compatibility test has been recorded

Do not assume agent compatibility until documented test evidence is available.