History
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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. |
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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. |
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2026-07-01 14:24:01 d5b8b5 | lugonthier | Refactor section headings for consistency and clarity across multiple documents in the Machine Learning module. Updated headings to include numerical prefixes for better organization and navigation. Adjusted content formatting and improved terminology in French translations for decision trees, ensemble methods, and other foundational concepts. |
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2026-06-30 12:04:21 1c3139 | Lucas Gonthier | Initial commit: course content (Machine Learning, MLOps) in EN and FR Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |