MLE-STAR: Redefining Automated Machine Learning Engineering with Web Search and Iterative Refinement Automating machine learning (ML) engineering is a formidable challenge. While industries increasingly rely on ML, creating effective solutions remains complex and labor-intensive. Traditional ML agent... automation data validation debugging ensemble methods machine learning MLE agents open source web search