API Reference

In this section you will find a detailed specification of all the public functions and classes in Pyreal

• RealApp
  • RealApp
• Explainer
  • Explainer Base
  • Local Feature Contributions
  • Global Feature Importance
  • Decision Tree Explainer
  • Partial Dependence Explainer
  • Similiar Examples
• Transformer
  • Transformer
  • Feature Select Transformer
  • Scalers
  • Imputers
  • One-Hot Encoders
  • Time-Series Formatters
  • Type Casters
  • Wrappers
  • Time Series Padders
  • Geo Transformers
• Explanation Type
  • Explanation Type
  • DataFrame Explanation Type
  • Feature Importance Explanation Type
  • Additive Feature Importance Explanation Type
  • Feature Contribution Explanation Type
  • Additive Feature Contribution Explanation Type
  • Feature Value Based Explanation Type
  • Partial Dependence Explanation Type
  • Decision Tree Explanation Type
  • Example Based Explanation Type
  • Similar Examples Explanation Type
• Explanation Utils
  • Processing Explanations
• Model Utils
  • Loading Models
• Visualization
  • General Visualization
  • Feature Contribution/Importance
  • Example-Based Explanations
  • Decision Tree Explanations
  • Time Series