Capability
Custom Loss Function And Metric Support Via Callback Interface
2 artifacts provide this capability.
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LightGBM Python-package
Unique: Callback-based interface for custom loss functions and metrics, allowing user-defined gradient/Hessian computation and arbitrary metric evaluation without modifying core library
vs others: More flexible than XGBoost's custom objective support; simpler than implementing custom tree algorithms from scratch