On the Relation between Code Quality and Machine Learning Performance: A Large-scale Empirical Study

Marius Mignard, Steven Costiou, Anne Etien

Context: Computational notebooks are the standard environment for machine learning (ML) development. Within the ML community, model performance is often the primary considered metr…