Module gradient_boosting 

Gradient Boosting implementation

This module provides comprehensive gradient boosting algorithms including XGBoost, LightGBM, and CatBoost-compatible implementations with histogram-based tree building, ensemble methods, and advanced boosting strategies.

Structs

FeatureImportanceMetrics

Feature importance metrics

GradientBoostingClassifier

Gradient Boosting Classifier

GradientBoostingClassifierBuilder

Builder for GradientBoostingClassifier

GradientBoostingConfig

Gradient boosting configuration

GradientBoostingRegressor

Gradient Boosting Regressor

GradientBoostingRegressorBuilder

Builder for GradientBoostingRegressor

TrainedGradientBoostingClassifier

Trained Gradient Boosting Classifier

TrainedGradientBoostingRegressor

Trained Gradient Boosting Regressor

Enums

GradientBoostingTree

Types of gradient boosting trees

LossFunction

Loss functions for gradient boosting