Decoupling Dataset Initialization via Closure-Based Registry Patterns in Python
To maintain architectural consistency across machine learning pipelines while accommodating heterogeneous data sources, dataset instantiation should remain decoupled from concrete implementations. By leveraging Python closures and a centralized registry mechanism, configuration files can dictate whi...