Contextual AI Model tutorials — Contextual AI documentation (original) (raw)

Contextual AI Documentation

• Data Module
• Model Module
  • Tutorial
    * Model interpreter
    * Tutorial
  • API Documentation
• Explainer Module
• Formatter Module
• Compiler Module

Miscellaneous

• Changelog
• Developer Guide
• Contextual AI Auto-doc

Contextual AI

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• Model Module »
• Contextual AI Model tutorials
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​ The following notebooks demonstrate different functionality of Contextual AI model interpreter module: ​

Model interpreter¶

• model_interpreter.ipynb:
  • This tutorial demonstrates how to use xai.model to analyze a trained model and its feature.

Tutorial¶

• Model Interpreter via Contextual AI
  • Prerequisites : Import libraries
  • 1. Feature Analysis
  • 2. Feature Importance
  • 3. Model Interpretation by aggregate explanations