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Getting Started

Welcome to shap-monitor! This guide will help you get up and running quickly.

What is shap-monitor?

shap-monitor is a production ML explainability toolkit designed to monitor SHAP values over time. It helps you track how your model's explanations evolve and detect changes in feature importance patterns.

Prerequisites

  • Python 3.11 or higher
  • Basic familiarity with SHAP (SHapley Additive exPlanations)
  • A trained ML model

Next Steps