In this talk, we provide an update on the latest scikit-learn features that have been implemented in versions 1.4 and 1.5. We will particularly discuss the following features:
- the metadata routing API allowing to pass metadata around estimators;
- the
TunedThresholdClassifierCVallowing to tuned operational decision through custom metric; - better support for categorical features and missing values;
- interoperability of array and dataframe.