Classical ML
The estimator/transformer/pipeline interface, cross-validation and leakage avoidance transfer across all of them and are most of what matters. Gradient-boosting hyperparameters transfer between the three boosters and nowhere else.
Layer 24 entities0 started
Entities
Section titled “Entities”scikit-learn
Not started. Becomes a package with its own syllabus once it begins.
xgboost
Not started. Becomes a package with its own syllabus once it begins.
lightgbm
Not started. Becomes a package with its own syllabus once it begins.
catboost
Not started. Becomes a package with its own syllabus once it begins.