XAI Lens

XAI Lens is a proof-of-concept framework and dashboard for model developers to compare models, not only comparing raw performance metrics, but also global and local explainable AI methods.

XAI Lens supports classical machine learning models as well as LLMs.

Contents:

• QuickStart
• Development
  • Model Support
  • XAI Method Support
• Examples
  • Setup
  • Example 1: XGBoost Model on MedSynth
  • Example 2
  • Example 3
• XAICompare API Documentation
  • Runner
  • Explainer Base
  • Model: Base
  • Visualisations: Base