AI agent for data science — automates machine learning experiments and Kaggle competitions.
AIDE is an AI-powered data science agent that automates the entire machine learning workflow. It can explore datasets, engineer features, train models, tune hyperparameters, and generate submissions for Kaggle competitions. Uses a tree search approach to explore different solution strategies and picks the best performing one. Handles data cleaning, feature engineering, model selection, and evaluation autonomously.