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.

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.