Hello, LLM4AD !

  • Author: LLM4AD Team
  • Time:
  • 2024.11.11

We are excited to introduce LLM4AD!

An open-source platform designed to leverage Large Language Models (LLMs) for Algorithm Design (AD). This user-friendly platform offers several features:

  • LLM4AD has modular and parallelized its components.
  • LLM4AD incorporates a range of commonly used baseline methods.
  • LLM4AD supports a variety of algorithm benchmark tasks for diverse research areas.
  • LLM4AD features a user-friendly interface and a user-friendly GUI to encourage engagement and ease of use.
Methods Paper title
EoH* Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model (ICML 2024)
FunSearch Mathematical Discoveries from Program Search with Large Language Models (Nature 2023)
RandomSampling -
(1+1)-EPS (HillClimbing) Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models (PPSN 2024)
coming soon ...

New applications in LLM4AD

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Science Discovery

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Machine Learning

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Optimization

GUI to enhance the usage of LLM4AD

LLM4AD provides a user-friendly graphical user interface (GUI) that enhances usability and accessibility. Through this GUI, users can effortlessly configure settings and monitor results without the need for coding. This interface simplifies interaction, making LLM4AD accessible to users of all skill levels.

Contracts:

For more information and updates on this topic, follow our open-source Platform LLM4AD here.