Attachments

Thumbail Filename Size Date Author Comment
ideal-vs-noisy.png
34.9KiB 2026-07-15 12:37:13
6b31d5
lugonthier feat: Update "Decision trees and ensemble methods" module with new content and visuals - Revamped the introduction to ensemble methods, emphasizing the benefits of combining models. - Expanded sections on decision trees, bagging, and boosting, including detailed explanations and formulas. - Added new SVG diagrams illustrating the bagging process, the transition from stumps to trees, and variance reduction. - Introduced new images for AdaBoost rounds and variance reduction to enhance understanding.
line-and-plane.png
78.9KiB 2026-07-10 12:03:30
0ad9b6
lugonthier Remove "07 Regularization and high-dimensional inference" chapter and add "07 Support Vector Machines" and "08 Decision trees and ensemble methods" chapters with corresponding images.