SageMaker Clarify
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These examples provide an introduction to SageMaker Clarify which provides machine learning developers with greater visibility into their training data and models so they can identify and limit bias and explain predictions.

SageMaker Clarify Processing
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.. toctree::
   :maxdepth: 1

   fairness_and_explainability/fairness_and_explainability
   fairness_and_explainability/fairness_and_explainability_jsonlines_format
   fairness_and_explainability/fairness_and_explainability_json_format
   fairness_and_explainability/fairness_and_explainability_byoc
   fairness_and_explainability/fairness_and_explainability_spark
   fairness_and_explainability/fairness_and_explainability_boto3
   fairness_and_explainability/explainability_with_pdp
   fairness_and_explainability/bias_detection_with_predicted_label_and_facet_datasets
   text_explainability/text_explainability
   text_explainability_sagemaker_algorithm/byo_blazingtext_model_hosting
   computer_vision/image_classification/explainability_image_classification
   computer_vision/object_detection/object_detection_clarify
   clarify-explainability-inference-pipelines/credit_risk_explainability_inference_pipelines

SageMaker Clarify Model Monitoring
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.. toctree::
   :maxdepth: 1

   ../sagemaker_model_monitor/fairness_and_explainability/SageMaker-Model-Monitor-Fairness-and-Explainability
   ../sagemaker_model_monitor/fairness_and_explainability/SageMaker-Monitoring-Bias-Drift-for-Batch-Transform.ipynb
   ../sagemaker_model_monitor/fairness_and_explainability/SageMaker-Monitoring-Feature-Attribution-Drift-for-Batch-Transform.ipynb
   ../sagemaker_model_monitor/fairness_and_explainability_jsonlines/SageMaker-Monitoring-Bias-Drift-for-Endpoint
   ../sagemaker_model_monitor/fairness_and_explainability_jsonlines/SageMaker-Monitoring-Feature-Attribution-Drift-for-Endpoint
   ../sagemaker_model_monitor/fairness_and_explainability_jsonlines/SageMaker-Monitoring-Bias-Drift-for-Batch-Transform
   ../sagemaker_model_monitor/fairness_and_explainability_jsonlines/SageMaker-Monitoring-Feature-Attribution-Drift-for-Batch-Transform
   
SageMaker Clarify Online Explainability
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.. toctree::
   :maxdepth: 1

   online_explainability/tabular/tabular_online_explainability_with_sagemaker_clarify
   online_explainability/natural_language_processing/nlp_online_explainability_with_sagemaker_clarify
   online_explainability/tabular_multi_model_endpoint/multi_model_xgboost_with_online_explainability