FastTreeSHAP with XGBoost 2.0+, NumPy 2.0+ compatibility and bug fixes
Project description
FastTreeSHAP fork with critical fixes for modern environments. Includes XGBoost 2.0+ compatibility (handles string feature names), NumPy 2.0+ compatibility, and additivity bug fixes. FastTreeSHAP v1 is 1.5x faster than TreeSHAP, and FastTreeSHAP v2 is 2.5x faster than TreeSHAP. This fork ensures reliability in production Databricks and modern Python environments. Import as: import fasttreeshap_fixed
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