Workshop: measure your models uncertainty thanks to MAPIE, the conformal predictions library

2506-Capgemini-MAPIE

Valentin Laurent, MAPIE lead developer, Capgemini Invent – Grégoire Martinon, MAPIE co-founder, Capgemini Invent.

Learn how measure your models uncertainty by computing prediction intervals (regression) and prediction sets (classification), using conformal predictions.

During this workshop, you will:

• Learn practical skills in conformal predictions thanks to MAPIE, with a deep dive on a regression use-case
• Be able to discuss your use cases, and potentially schedule in-depth follow-ups
• Get an exclusive preview of the upcoming MAPIE v1

Agenda:

• Introduction to the MAPIE project
• Hands-on tutorial
• Hands-on use case
• Wrap-up
• Dedicated discussion time