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Guillaume Lemaitre

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Guillaume Lemaitre

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scikit-learn maintainer scikit-learn

Maintainer of scikit-learn.

Bio from: PyData Paris 2024

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An update on the latest scikit-learn features

2024-09-26 · PyData Paris 2024
talk
with Stefanie Sabine Senger , Guillaume Lemaitre (scikit-learn)
API Scikit-learn

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.