SageMaker Clarify ================================= 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 ---------------------------- .. 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 ---------------------------------- .. 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 --------------------------------------- .. 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