Lecture notes
Exercises, notebook
- Example of exercices for the 2 first parts
- Tuto 1: Risk, Rmd, html. Files for shiny application: overfitting_app.R, generation.R, trace_front.R
- Tuto 2: Penalized regressions, Rmd, html.
- Tuto 3: Trees and random forests, Rmd, html.