LightGBM

Master Microsoft LightGBM: faster gradient boosting via leaf-wise growth and histograms. Learn parameters, GPU support, and when LightGBM beats XGBoost.

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6

Lessons

💻

Code Examples

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

LightGBM Overview

Beginner

Leaf-Wise Growth

Intermediate

Tuning LightGBM Parameters

Intermediate

Native Categorical Support

Intermediate

LightGBM GPU

Advanced

LightGBM vs XGBoost

Intermediate