Machine Learning
Testing scikit-learn Pipelines and Preprocessing
scikit-learn pipelines combine preprocessing steps and models into a single object. They're elegant for training and inference, but they introduce testing challenges: how do you test a transformer in isolation? How do you verify that the pipeline doesn't leak information? How do you catch regressions