Olivier is a Software Engineer at Inria working on scikit-learn and related projects of the Python Data ecosystem.
Introduction to scikit-learn: from model fitting to model interpretation
We will present scikit-learn by focusing on the available tools used to train a machine-learning model. Then, we will focus on the challenge linked to model interpretation and the available tools to understand these models.
Histogram-based Gradient Boosting in scikit-learn 0.21
In this presentation we will present some recently introduced features of the scikit-learn Machine Learning library with a particular emphasis on the new implementation of Gradient Boosted Trees.