User Guide

Warning

FixOut is still in development. The user guide is subject to change.

FixOut can be used integrated into your ML model’s monitoring code or as a separate component. In this case, see FixOut Core, to learn which functionalities could be useful.

For monitoring fairness of your ML model via a web interface that generates a dashboard, see FixOut Web Dashboard.

• 1. FixOut Core
  • 1.1. Data distribution
  • 1.2. Correlation analysis
  • 1.3. Fairness assessment
  • 1.4. Reverse engineering
  • 1.5. Discriminatory models
  • 1.6. Models compatible with FixOut
• 2. FixOut Web Dashboard
  • 2.1. Intro
  • 2.2. How to activate it
  • 2.3. Main functionalities
    • 2.3.1. Data
    • 2.3.2. Metrics