LLM-SR — Agent Tool by deep-symbolic-mathematics

by deep-symbolic-mathematics · Agent Tool · ★ 214

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About LLM-SR

[ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models

ai4codeai4mathai4scienceequation-discoverylarge-language-modelsllm-agentprogram-synthesisscientific-discoverysymbolic-regression

Quick Facts

Stars214
Forks44
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score37.25/100
Open Issues7
Last Updated2025-07-31
Created2024-04-19
Platformspython
Est. Tokens~598k

Compatible Skills

These tools work well together with LLM-SR for enhanced workflows:

  • synalinks-skills — semantic(0.36)+complementary+same_lang+similar_pop+shared_platform (58%)
  • SimplerLLM — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (54%)
  • code-index-mcp — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (52%)
  • mxcp — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (52%)
  • app-controller — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (52%)

LLM-SR alternative? Top 6 similar tools

Looking for a LLM-SR alternative? If you're comparing LLM-SR with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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Frequently Asked Questions

What is LLM-SR?

LLM-SR is [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models. It is categorized as a Agent Tool with 214 GitHub stars.

What programming language is LLM-SR written in?

LLM-SR is primarily written in Python. It covers topics such as ai4code, ai4math, ai4science.

How do I install or use LLM-SR?

You can find installation instructions and usage details in the LLM-SR GitHub repository at github.com/deep-symbolic-mathematics/LLM-SR. The project has 214 stars and 44 forks, indicating an active community.

What license does LLM-SR use?

LLM-SR is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to LLM-SR?

The top alternatives to LLM-SR on Agent Skills Hub include PairCoder, Awesome-LLM-in-Social-Science, bigcodebench. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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