machine-learning
XGBoost, LightGBM, and CatBoost
taught
The three production-grade gradient-boosting libraries, and their genuinely different strengths.
Taught in
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XGBoost, LightGBM, and CatBoost
Modern Machine Learning
Requires
- boosting-adaboost-gradient-boosting required
Required by
- Voting, stacking, and blending required
Local knowledge map
Local knowledge map
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Solid arrows are required prerequisites; dashed are recommended or helpful. Lower rows are more foundational. Click any box to jump to that concept.