AzureML Responsible AI

AzureML Responsible AI empowers data scientists and developers to innovate responsibly with a growing set of tools including model interpretability and fairness.

Follow these sample notebooks to learn about the model interpretability and fairness integration in Azure:

Responsible AI Sample Notebooks

Visualize fairness metrics and model explanations
- Dataset: UCI Adult
- Jupyter Notebook
  - Train a model to predict annual income
  - Generate fairness and interpretability explanations for the trained model
  - Visualize the explanations in the notebook widget dashboard
  - Upload the explanations to Azure to be viewed in AzureML studio