AtelierUncertainty

More about uncertainty management

• Lecture: Lecture.pdf

• Notebook of Lecture : LectureUncertainty.ipynb, LectureUncertainty2.ipynb

• Dataset : diamonds.csv

• An example with synthetic data

• Refresher on quantile : website of Piketty 

• Split Conformal Prediction for regression

• Split Conformal Prediction for classification

• The MAPIE documentation

• Material in French of R. Vaucher (ERIC-Lyon 2)

• Lab : Labpdf

• Dataset : dataset.csv