Lemaitre & Senger - An update on the latest scikit-learn features | PyData Paris 2024

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 `TunedThresholdClassifierCV` allowing to tuned operational decision through custom metric;
better support for categorical features and missing values;
interoperability of array and dataframe.

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