LLM4AD v1.0.0 is the inaugural release of LLM4AD, an open-source Python platform designed to leverage Large Language Models (LLMs) for Automatic Algorithm Design (AD). It supports Python >=3.9 and <3.13.

This version introduces a versatile framework for algorithm design tasks across various domains, including optimization, machine learning, and scientific discovery. Key features include

• Unified interfaces for methods, tasks, and LLMs, evaluation acceleration through multiprocessing, secure evaluation with timeout interruption, and logging support via local logs, Wandb, and Tensorboard.
• A GUI for method and task selection, convergence tracking, and algorithm optimization.
• Comprehensive documentation, examples, and tutorials to facilitate easy adoption and customization.

For more details, visit the LLM4AD website or explore the documentation.