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PyData Paris 2024

2024-09-25 – 2024-09-27 PyData

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Python 17 AI/ML 14 API 8 Cloud Computing 7 LLM 7 GitHub 4 Analytics 4 RAG 3 NLP 3 JavaScript 3 Pandas 3 Scikit-learn 3 GenAI 2 CI/CD 2 Arrow 2

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Maria Knorps 2 Cheuk Ting Ho 1 Johan Mabille 1 Joris Van den Bossche 1 Tim Paine 1 Christophe Dervieux 1 David Brochart 1 Emanuele Fabbiani 1 Gabriele Orlandi 1 Guillaume Lemaitre 1 Hendrik Makait 1 Ian Thomas 1

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An update on the latest scikit-learn features

2024-09-26
talk
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.