Welcome to Ordinal XAI’s documentation!

A Python package for explainable ordinal regression models and interpretation methods.

Contents:

• Installation
  • Prerequisites
  • Install from PyPI
  • Install from Source
  • Optional: Build Documentation Locally
  • Optional Dependencies
  • Troubleshooting
• Usage
  • Quick Start
  • Models
  • Interpretation Methods
  • Command-Line Usage
• Models
  • CLM
  • OBD
  • ONN
  • OGBoost
• Interpretation
  • Feature Effects
  • Feature Importance
  • LIME
• Utils
  • Data Utilities
  • Evaluation Metrics
  • Partial Dependence Plots
  • Response Modification
• License