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Guillaume Lemaitre
.ical

Guillaume is an open-source software engineer working at :probabl. He is a core maintainer of the scikit-learn and imbalanced-learn libraries.

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Session

09-26
15:00
30min
An update on the latest scikit-learn features
Guillaume Lemaitre, Stefanie Sabine Senger

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.
Gaston Berger