OMEGA: Optimizing Machine Learning by Evaluating Generated Algorithms

OMEGA is an end-to-end framework automating AI research, from idea generation to executable code, using structured meta-prompt engineering and code generation. It has produced novel ML classifiers that outperform scikit-learn baselines across 20 benchmark datasets.