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.

The RAMP (Rapid Analytics and Model Prototyping) framework provides a platform to organize reproducible and transparent data challenges. We will present the different framework bricks.