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Event

PyData Paris 2025

2025-09-01 – 2025-10-02 PyData

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Filtering by: Guillaume Lemaitre ×

Top Topics

AI/ML 97 Python 20 Oracle 13 LLM 9 Cloud Computing 8 GenAI 7 GitHub 6 Scikit-learn 5 API 5 Big Data 5 Analytics 5 PyTorch 4 Data Science 4 Arrow 3 NumPy 3

Top Speakers

Johan Mabille 2 Romain Clement 2 Tim Paine 1 Christophe Dervieux 1 David Brochart 1 Emanuele Fabbiani 1 Guillaume Lemaitre 1 Ian Thomas 1 Jeremy Tuloup 1 Justine BEL-LETOILE 1 Lex Avstreikh 1 Nicolas M. Thiéry 1

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Skrub: machine learning for dataframes

Skrub: machine learning for dataframes

2025-10-01 Watch
talk
Jérôme Dockès , Riccardo Cappuzzo , Guillaume Lemaitre (scikit-learn)
AI/ML DataOps Scikit-learn

Skrub is an open source package that simplifies machine-learning with dataframes by providing a variety of tools to explore, prepare and feature-engineer dataframes so they can be integrated into scikit-learn pipelines. Skrub DataOps allow to build extensive, multi-table wrangling plans, explore hyperparameter spaces, and export the resulting objects for deployment. The talk showcases various use cases where skrub can simplify the job of a data scientist from data preparation to deployment, through code examples and demonstrations.