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microsoft-partner-solutions-ai/model-explainability

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Model Explainability

Use model interprebility in Azure ML to explain model predictions and provide feature importances at inference time.

  • create_explanations generate and pickle the explainer object for the best model of an AutoML run.
  • deploy_explanations deploy a web service with the model explanations and model predictions. Also generate the scoring script that goes with the deployment.

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using Azure ML to explain model predictions and provide feature importances at inference time

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