Education, Industry, Public outreach, Research
datacraft workshop : Measure your models uncertainty thanks to MAPIE, the conformal predictions library
On-site • in English
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