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18 lines
828 B
Markdown
18 lines
828 B
Markdown
# AzureML Responsible AI
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AzureML Responsible AI empowers data scientists and developers to innovate responsibly with a growing set of tools including model interpretability and fairness.
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Follow these sample notebooks to learn about the model interpretability and fairness integration in Azure:
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<a name="samples"></a>
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# Responsible AI Sample Notebooks
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- **Visualize fairness metrics and model explanations**
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- Dataset: [UCI Adult](https://archive.ics.uci.edu/ml/datasets/Adult)
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- **[Jupyter Notebook](visualize-upload-loan-decision/rai-loan-decision.ipynb)**
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- Train a model to predict annual income
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- Generate fairness and interpretability explanations for the trained model
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- Visualize the explanations in the notebook widget dashboard
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- Upload the explanations to Azure to be viewed in AzureML studio
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