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PyData talk 2024-09-26 at 13:00

An update on the latest scikit-learn features

Event: PyData Paris 2024

Speakers

Stefanie Sabine Senger

Guillaume Lemaitre

scikit-learn maintainer · scikit-learn

Topics

API Scikit-learn

Description

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.