aideml

AIDE ML is an open-source machine learning engineering agent capable of autonomously writing, evaluating, and improving machine learning code. By interpreting natural language task descriptions, AIDE ML performs iterative tree search on given datasets to generate and optimize code until user-defined metrics are met. Targeted at researchers and ML practitioners, it offers both CLI and Web UI interfaces and supports multiple LLM backends.