├── .gitignore ├── Cloud Pak for Data ├── Batch Support │ ├── 4.0 │ │ ├── Analyze drifted transactions - Hive.ipynb │ │ ├── Analyze drifted transactions - JDBC.ipynb │ │ ├── Configuration generation for OpenScale batch subscription - Hive.ipynb │ │ ├── Configuration generation for OpenScale batch subscription - JDBC.ipynb │ │ ├── Watson OpenScale and Batch Support with IBM Analytics Engine - Hive.ipynb │ │ ├── Watson OpenScale and Batch Support with IBM Analytics Engine - JDBC.ipynb │ │ ├── Watson OpenScale and Batch Support with Remote Spark - Hive.ipynb │ │ └── Watson OpenScale and Batch Support with Remote Spark - JDBC.ipynb │ ├── 4.5 │ │ ├── hive │ │ │ ├── Analyze drifted transactions - Hive.ipynb │ │ │ ├── Configuration generation for OpenScale batch subscription - Hive.ipynb │ │ │ ├── Simplified Configuration generation for OpenScale batch subscription - Hive.ipynb │ │ │ ├── Watson OpenScale - Monitor models with data in Hive.ipynb │ │ │ └── samples │ │ │ │ ├── Watson OpenScale and Batch - IAE - Hive.ipynb │ │ │ │ └── Watson OpenScale and Batch - Remote Spark - Hive.ipynb │ │ └── jdbc │ │ │ ├── Analyze drifted transactions - JDBC.ipynb │ │ │ ├── Configuration generation for OpenScale batch subscription - JDBC.ipynb │ │ │ ├── Simplified Configuration generation for OpenScale batch subscription - JDBC.ipynb │ │ │ ├── Watson OpenScale - Monitor models with data in DB2.ipynb │ │ │ └── samples │ │ │ ├── Watson OpenScale and Batch - IAE - JDBC.ipynb │ │ │ └── Watson OpenScale and Batch - Remote Spark - JDBC.ipynb │ ├── 4.6 │ │ ├── README.md │ │ ├── hive │ │ │ ├── Analyze drifted transactions - Hive.ipynb │ │ │ ├── Configuration generation for OpenScale batch subscription - Hive.ipynb │ │ │ ├── Simplified Configuration generation for OpenScale batch subscription - Hive.ipynb │ │ │ ├── Watson OpenScale - Monitor models with data in Hive.ipynb │ │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv.ipynb │ │ │ └── samples │ │ │ │ ├── Watson OpenScale and Batch - IAE - Hive.ipynb │ │ │ │ ├── Watson OpenScale and Batch - Remote Spark - Hive.ipynb │ │ │ │ └── Watson OpenScale and Batch - WML - IAE - hive.ipynb │ │ └── jdbc │ │ │ ├── Analyze drifted transactions - JDBC.ipynb │ │ │ ├── Configuration generation for OpenScale batch subscription - JDBC.ipynb │ │ │ ├── Simplified Configuration generation for OpenScale batch subscription - JDBC.ipynb │ │ │ ├── Watson OpenScale - Monitor models with data in DB2.ipynb │ │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv.ipynb │ │ │ └── samples │ │ │ ├── Watson OpenScale and Batch - IAE - JDBC.ipynb │ │ │ ├── Watson OpenScale and Batch - Remote Spark - JDBC.ipynb │ │ │ └── Watson OpenScale and Batch - WML - IAE - JDBC.ipynb │ ├── 4.7 │ │ ├── README.md │ │ ├── hive │ │ │ ├── Analyze drifted transactions - Hive.ipynb │ │ │ ├── Configuration generation for OpenScale batch subscription - Hive.ipynb │ │ │ ├── Simplified Configuration generation for OpenScale batch subscription - Hive.ipynb │ │ │ ├── Watson OpenScale - Monitor models with data in Hive.ipynb │ │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv.ipynb │ │ │ └── samples │ │ │ │ ├── Watson OpenScale and Batch - IAE - Hive.ipynb │ │ │ │ ├── Watson OpenScale and Batch - Remote Spark - Hive.ipynb │ │ │ │ └── Watson OpenScale and Batch - WML - IAE - hive.ipynb │ │ └── jdbc │ │ │ ├── Analyze drifted transactions - JDBC.ipynb │ │ │ ├── Configuration generation for OpenScale batch subscription - JDBC.ipynb │ │ │ ├── Simplified Configuration generation for OpenScale batch subscription - JDBC.ipynb │ │ │ ├── Watson OpenScale - Monitor models with data in DB2.ipynb │ │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv.ipynb │ │ │ └── samples │ │ │ ├── Watson OpenScale and Batch - IAE - JDBC.ipynb │ │ │ ├── Watson OpenScale and Batch - Remote Spark - JDBC.ipynb │ │ │ └── Watson OpenScale and Batch - WML - IAE - JDBC.ipynb │ ├── 4.8 │ │ ├── README.md │ │ ├── hive │ │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package.ipynb │ │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv.ipynb │ │ │ ├── analyze_drifted_transactions_hive.ipynb │ │ │ ├── common_configuration_notebook_hive.ipynb │ │ │ ├── common_configuration_notebook_simplified_hive.ipynb │ │ │ └── samples │ │ │ │ ├── Watson OpenScale and Batch - IAE - Hive.ipynb │ │ │ │ ├── Watson OpenScale and Batch - Remote Spark - Hive.ipynb │ │ │ │ └── Watson OpenScale and Batch - WML - IAE - hive.ipynb │ │ └── jdbc │ │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package.ipynb │ │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv.ipynb │ │ │ ├── analyze_drifted_transactions_jdbc.ipynb │ │ │ ├── common_configuration_notebook_jdbc.ipynb │ │ │ ├── common_configuration_notebook_simplified_jdbc.ipynb │ │ │ └── samples │ │ │ ├── Watson OpenScale and Batch - IAE - JDBC.ipynb │ │ │ ├── Watson OpenScale and Batch - Remote Spark - JDBC.ipynb │ │ │ └── Watson OpenScale and Batch - WML - IAE - JDBC.ipynb │ ├── Analyze drifted transactions.ipynb │ ├── Configuration generation for OpenScale batch subscription.ipynb │ ├── Watson OpenScale and Batch Support with IBM Analytics Engine.ipynb │ └── Watson OpenScale and Batch Support with Remote Spark.ipynb ├── Multi Output │ ├── Watson Openscale MultiOutput Classification.ipynb │ └── Watson Openscale MultiOutput Regression.ipynb ├── SPSS C&DS │ ├── assets │ │ ├── data │ │ │ └── credit_risk_spss │ │ │ │ ├── feedback_credit_risk.csv │ │ │ │ └── payload_credit_risk.csv │ │ └── models │ │ │ ├── german_credit_risk_tutorial.str │ │ │ └── spss_creditrisk_drift_detection_model.tar.gz │ └── notebooks │ │ └── binary │ │ └── AI OpenScale and SPSS C&DS Engine.ipynb ├── WML │ ├── assets │ │ ├── data │ │ │ └── credit_risk │ │ │ │ ├── additional_feedback_data_v2.json │ │ │ │ ├── credit_risk_test_data.csv │ │ │ │ ├── credit_risk_training.csv │ │ │ │ ├── german_credit_data_biased_training.csv │ │ │ │ └── german_credit_feed.json │ │ └── models │ │ │ └── credit_risk │ │ │ ├── german_credit_risk_20.joblib │ │ │ └── german_credit_risk_23.joblib │ └── notebooks │ │ ├── binary │ │ └── spark │ │ │ └── Watson OpenScale and Watson ML Engine.ipynb │ │ ├── custom_metrics │ │ ├── 4.5 │ │ │ ├── Custom Metrics Provider Batch Deployment for Cloud Pak for Data.ipynb │ │ │ ├── Custom Metrics Provider for Cloud Pak for Data.ipynb │ │ │ ├── Simplified Custom Metrics Provider Batch Deployment for Cloud Pak for Data.ipynb │ │ │ └── Simplified Custom Metrics Provider for Cloud Pak for Data.ipynb │ │ ├── Custom Metrics Provider Batch Deployment for Cloud Pak for Data.ipynb │ │ └── Custom Metrics Provider for Cloud Pak for Data.ipynb │ │ ├── indirect_bias │ │ └── OpenScale Indirect Bias and active debias API usage - CP4D.ipynb │ │ ├── misc │ │ └── Watson OpenScale and Watson ML Engine with AI-function.ipynb │ │ ├── model risk management │ │ ├── MRM E2E with Openpages on CP4D.ipynb │ │ ├── MRM and Factsheets integration on CPD.ipynb │ │ └── OpenScale MRM Cloud pak for Data.ipynb │ │ ├── unstructured_image │ │ ├── Watson OpenScale Explanation for Image Binary Classification.ipynb │ │ └── Watson OpenScale Explanation for Image Multiclass.ipynb │ │ └── unstructured_text │ │ └── Watson OpenScale Explanation for Text Model.ipynb ├── metrics │ ├── explainability │ │ ├── LIME_multimodal_structured_text.ipynb │ │ ├── SHAP_text_binary.ipynb │ │ ├── Watson_Openscale_SHAP_Kernel_binary.ipynb │ │ ├── Watson_Openscale_SHAP_Kernel_binary_Spark_Job.ipynb │ │ ├── Watson_Openscale_SHAP_Kernel_regression.ipynb │ │ ├── Watson_Openscale_SHAP_Tree_multiclass.ipynb │ │ ├── Watson_Openscale_SHAP_Tree_regression.ipynb │ │ ├── Watson_Openscale_SHAP_Tree_regression_Spark_Job.ipynb │ │ ├── compute_protodash_using_sdk.ipynb │ │ └── contrastive_anamoly_sample.ipynb │ └── fairness │ │ ├── Watson OpenScale Fairness Metrics and Transformers with Remote Spark.ipynb │ │ ├── Watson OpenScale and Fairness Metrics - Equality Metrics.ipynb │ │ └── Watson OpenScale and Fairness Metrics.ipynb ├── misc │ ├── Adversarial Robustness Metrics for Image models.ipynb │ └── OpenScale Headless Subscription - All Monitors.ipynb ├── troubleshooting │ ├── 4.5.0 │ │ └── Migration for Integrated Systems.ipynb │ ├── 4.5.1 │ │ └── Migration for Custom Monitor Instances.ipynb │ └── 4.8.x │ │ └── Db2-connect-attempt.ipynb └── zLinux │ ├── Watson OpenScale and Watson ML Engine-cp4d scikit learn-training.ipynb │ └── Watson OpenScale and Watson ML Engine-cp4d scikit learn.ipynb ├── IBM Cloud ├── AWS Sagemaker │ ├── assets │ │ ├── data │ │ │ └── credit_risk_aws │ │ │ │ ├── credit_risk_feedback_recoded.csv │ │ │ │ ├── credit_risk_scoring_recoded.csv │ │ │ │ ├── credit_risk_scoring_recoded.json │ │ │ │ └── credit_risk_training_recoded.csv │ │ └── models │ │ │ └── credit_risk │ │ │ └── aws_creditrisk_drift_detection_model.tar.gz │ └── notebooks │ │ ├── AI OpenScale and SageMaker ML Engine.ipynb │ │ └── Credit model with SageMaker linear-learner.ipynb ├── Azure │ ├── assets │ │ └── models │ │ │ └── credit_risk │ │ │ ├── azure_creditrisk_drift_detection_model.tar.gz │ │ │ ├── german_credit_risk_122.joblib │ │ │ ├── german_credit_risk_20.joblib │ │ │ └── german_credit_risk_23.joblib │ └── notebooks │ │ ├── ML Studio │ │ ├── AI OpenScale and Azure Designer based container endpoints.ipynb │ │ └── AI OpenScale and Azure ML Studio Engine.ipynb │ │ └── ML service │ │ ├── Credit model with Azure Service and scikit-learn.ipynb │ │ ├── Credit scoring endpoint wrapper with payload logging.ipynb │ │ └── Managed Endpoints │ │ └── Credit risk managed endpoints with custom scoring script.ipynb ├── Custom ML Provider │ └── OpenScale Custom ML Provider - All Monitors.ipynb ├── WML │ ├── assets │ │ ├── data │ │ │ ├── adult_census │ │ │ │ └── Indirect_bias_AdultCensusdata.csv │ │ │ ├── credit_risk │ │ │ │ ├── additional_feedback_data_v2.json │ │ │ │ ├── credit_risk_training.csv │ │ │ │ ├── german_credit_data_biased_training.csv │ │ │ │ ├── german_credit_feed.json │ │ │ │ ├── german_credit_feedback_data.json │ │ │ │ └── german_credit_scoring_data.json │ │ │ ├── go_sales │ │ │ │ ├── GoSales_Tx.csv │ │ │ │ ├── custom_feedback_50.json │ │ │ │ └── custom_scoring_payloads_50.json │ │ │ ├── historical_data │ │ │ │ └── credit_risk │ │ │ │ │ ├── history_debias_v2.json │ │ │ │ │ ├── history_drift_measurement_0.json │ │ │ │ │ ├── history_drift_measurement_1.json │ │ │ │ │ ├── history_drift_measurement_2.json │ │ │ │ │ ├── history_drift_measurement_3.json │ │ │ │ │ ├── history_drift_measurement_4.json │ │ │ │ │ ├── history_drift_measurement_5.json │ │ │ │ │ ├── history_drift_measurement_6.json │ │ │ │ │ ├── history_fairness_v2.json │ │ │ │ │ └── history_quality_metrics.json │ │ │ ├── house_price │ │ │ │ ├── custom_feedback_50_regression.json │ │ │ │ ├── custom_scoring_payloads_50_regression.json │ │ │ │ └── house_price_regression.csv │ │ │ ├── spam_detection │ │ │ │ └── SMSSpam.csv │ │ │ ├── summarization │ │ │ │ └── summarisation.csv │ │ │ └── watsonx │ │ │ │ ├── Multi_Lingual_Support │ │ │ │ ├── llm_content_extraction_ja.csv │ │ │ │ ├── llm_content_generation_ja.csv │ │ │ │ ├── llm_content_qa_ja.csv │ │ │ │ └── llm_content_summarization_ja.csv │ │ │ │ ├── llm_content.csv │ │ │ │ ├── llm_content_classification.csv │ │ │ │ ├── llm_content_generation.csv │ │ │ │ ├── llm_content_qa.csv │ │ │ │ ├── llm_extraction.csv │ │ │ │ ├── llm_insurance_qa.csv │ │ │ │ ├── llm_insurance_qa_fr.csv │ │ │ │ ├── rag_ibm_faq.csv │ │ │ │ └── rag_state_union.csv │ │ └── models │ │ │ ├── credit_risk │ │ │ ├── azure_creditrisk_drift_detection_model.tar.gz │ │ │ ├── german_credit_risk_20.joblib │ │ │ ├── german_credit_risk_23.joblib │ │ │ ├── german_credit_risk_tutorial.str │ │ │ └── spss_creditrisk_drift_detection_model.tar.gz │ │ │ ├── image_cats_dogs │ │ │ └── dog_cat_cnn.tar.gz │ │ │ └── mnist │ │ │ └── mnist_cnn.tar.gz │ └── notebooks │ │ ├── Misc │ │ └── Configure subscription monitors using training statistics.ipynb │ │ ├── binary │ │ ├── scikit_learn │ │ │ ├── Watson OpenScale and Watson ML Engine For Integrated Experience.ipynb │ │ │ ├── Watson OpenScale and Watson ML Engine Simplified.ipynb │ │ │ └── Watson OpenScale and Watson ML Engine.ipynb │ │ └── spark │ │ │ └── Watson OpenScale and Watson ML Engine.ipynb │ │ ├── custom_metrics │ │ ├── Custom Metrics Provider Batch Deployment for Cloud.ipynb │ │ ├── Custom Metrics Provider Detached Prompt for Cloud.ipynb │ │ ├── Custom Metrics Provider for Cloud.ipynb │ │ ├── Simplified Custom Metrics Provider Batch Deployment for Cloud.ipynb │ │ └── Simplified Custom Metrics Provider for Cloud.ipynb │ │ ├── headless_subscription │ │ └── OpenScale Headless Subscription - Cloud.ipynb │ │ ├── indirect_bias │ │ └── OpenScale Indirect Bias and Watson ML.ipynb │ │ ├── model_risk_management │ │ ├── OpenScale and OpenPages model risk management on IBM Cloud.ipynb │ │ ├── OpenScale model risk management on IBM Cloud.ipynb │ │ └── Openscale MRM Metrics Mapping.ipynb │ │ ├── multiclass │ │ └── spark │ │ │ └── Watson OpenScale and Watson ML Engine Multiclass.ipynb │ │ ├── regression │ │ └── xgboost_scikit_wrapper │ │ │ └── Watson OpenScale and Watson ML Engine Regression.ipynb │ │ ├── unstructured_image │ │ └── keras │ │ │ ├── Watson OpenScale Explanation for Image Binary Classification.ipynb │ │ │ └── Watson OpenScale Explanation for Image Multiclass.ipynb │ │ ├── unstructured_text │ │ └── spark │ │ │ └── Watson OpenScale Explanation for Text Model.ipynb │ │ └── watsonx │ │ ├── LLM Metrics Evals - AWS Bedrock.ipynb │ │ ├── LLM Metrics Evals - General.ipynb │ │ ├── LLM Metrics Evals-Azure-OpenAI-OpenPages.ipynb │ │ ├── LLM Metrics Evals-IBM watsonx.ai-OpenPages.ipynb │ │ ├── LLM Metrics Evals-VertexAI-OpenPages.ipynb │ │ ├── Prompt Evaluation with watsonxgov.ipynb │ │ ├── README.md │ │ └── source-attribution-using-protodash-for-rag-usecase .ipynb └── configuration │ └── online │ ├── Configuration Notebook for Structured Data Models.ipynb │ ├── Configuration Notebook for Unstructured Image Models.ipynb │ └── Configuration Notebook for Unstructured Text Models.ipynb ├── LICENSE ├── README.md ├── WatsonX.Governance ├── Cloud │ └── GenAI │ │ ├── configuration │ │ └── Configuration Notebook for Prompt Templates.ipynb │ │ └── samples │ │ ├── Detached Prompt Evaluation HF FLAN model.ipynb │ │ ├── Detached Prompt Evaluation RAG task type.ipynb │ │ ├── Detached Prompt Evaluation using OpenAI.ipynb │ │ ├── Detached Prompt Evaluation with WatsonXGov.ipynb │ │ ├── Embeddings Generation and Persistence for LLMs.ipynb │ │ ├── Embeddings Generation for LLMs.ipynb │ │ ├── LLM Metrics Evals - AWS Bedrock.ipynb │ │ ├── LLM Metrics Evals - General.ipynb │ │ ├── LLM Metrics Evals-Azure-OpenAI-OpenPages.ipynb │ │ ├── LLM Metrics Evals-IBM watsonx.ai-OpenPages.ipynb │ │ ├── LLM Metrics Evals-VertexAI-OpenPages.ipynb │ │ ├── LLM development phase Metrics - RedTeaming with watsonxgov.ipynb │ │ ├── Multi Lingual Support Notebook.ipynb │ │ ├── Multi Lingual Support Runtime Notebook.ipynb │ │ ├── Prompt Evaluation with watsonxgov.ipynb │ │ ├── Prompt_evaluation_for_RAG_task_with_watsonxgov.ipynb │ │ ├── Prompt_evaluation_for_RAG_task_with_watsonxgov_API.ipynb │ │ ├── RAG metrics computation with llm and IBM watsonx.gov.ipynb │ │ ├── RAG_metrics_computation_using_fine_tuned_models.ipynb │ │ ├── README.md │ │ ├── Red Teaming metrics computation for RAG using watsonxgov.ipynb │ │ ├── custom_evaluators │ │ ├── Openai_gen_ai_evaluator_py_function_wrapper.ipynb │ │ ├── Watson_NLP_custom_evaluator.ipynb │ │ └── Watsonx.ai_gen_ai_evaluator_py_function_wrapper.ipynb │ │ ├── langchain │ │ ├── Content Generation Evaluation using langchain and watsonxgov.ipynb │ │ └── Summarisation Evaluation using langchain and watsonxgov.ipynb │ │ ├── redteaming │ │ ├── French │ │ │ └── Red Teaming with watsonx gov via watsonx ai provider.ipynb │ │ ├── LLM development phase Metrics - RedTeaming with watsonxgov via scoring_fn.ipynb │ │ ├── Red Teaming Azure Open AI models using watsonx governance.ipynb │ │ ├── Red Teaming metrics computation for RAG using watsonxgov.ipynb │ │ ├── RedTeaming with watsonx gov via watsonx ai provider.ipynb │ │ └── agents │ │ │ └── Agentic Red Teaming using watsonx.ai and watsonx gov.ipynb │ │ └── source-attribution-using-protodash-for-rag-usecase .ipynb └── OnPrem │ └── GenAI │ ├── 1.1 │ └── configuration │ │ └── Configuration Notebook for Prompt Templates.ipynb │ └── 2.0 │ ├── configuration │ └── Configuration Notebook for Prompt Templates.ipynb │ └── samples │ ├── Detached Prompt Evaluation HF FLAN model.ipynb │ ├── Detached Prompt Evaluation on RAG task type.ipynb │ ├── Detached Prompt Evaluation using OpenAI.ipynb │ ├── Detached Prompt Evaluation with WatsonXGov.ipynb │ ├── Embeddings Generation and Persistence for LLMs.ipynb │ ├── Embeddings Generation for LLMs.ipynb │ ├── Evaluate RAG application using langchain and watsonx.governance.ipynb │ ├── Prompt_evaluation_for_RAG_task_with_watsonxgov.ipynb │ ├── RAG_metrics_computation_with_IBM_watsonx.governance.ipynb │ ├── Text Detections using GuardRails API.ipynb │ └── custom_evaluators │ ├── Openai_gen_ai_evaluator_py_function_wrapper.ipynb │ └── Watsonx.ai_gen_ai_evaluator_py_function_wrapper.ipynb ├── cpd_5.0 └── Predictive ML │ ├── configuration │ ├── batch │ │ ├── Common Configuration for Self-managed subscriptions (Hive).ipynb │ │ ├── Common Configuration for Self-managed subscriptions (JDBC).ipynb │ │ ├── Openscale Headless Subscription.ipynb │ │ ├── Simplified Common Configuration for Self-managed subscriptions (Hive).ipynb │ │ ├── Simplified Common Configuration for Self-managed subscriptions (JDBC).ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package - DB2.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package - Hive.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv - DB2.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv - Hive.ipynb │ │ ├── Watson OpenScale and Batch - IAE - Hive.ipynb │ │ ├── Watson OpenScale and Batch - IAE - JDBC.ipynb │ │ ├── Watson OpenScale and Batch - Remote Spark - Hive.ipynb │ │ ├── Watson OpenScale and Batch - Remote Spark - JDBC.ipynb │ │ ├── Watson OpenScale and Batch - WML - IAE - JDBC.ipynb │ │ └── Watson OpenScale and Batch - WML - IAE - hive.ipynb │ └── online │ │ ├── Configuration Notebook for Structured Data Models.ipynb │ │ ├── Configuration Notebook for Unstructured Image Models.ipynb │ │ └── Configuration Notebook for Unstructured Text Models.ipynb │ └── samples │ ├── Analyze Drifted Transactions (Hive).ipynb │ └── Analyze Drifted Transactions (JDBC).ipynb ├── cpd_5.1 └── Predictive ML │ ├── configuration │ ├── batch │ │ ├── Common Configuration for Self-managed subscriptions (Hive).ipynb │ │ ├── Common Configuration for Self-managed subscriptions (JDBC).ipynb │ │ ├── Openscale Headless Subscription.ipynb │ │ ├── Simplified Common Configuration for Self-managed subscriptions (Hive).ipynb │ │ ├── Simplified Common Configuration for Self-managed subscriptions (JDBC).ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package - DB2.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package - Hive.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package - JDBC.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv - DB2.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv - Hive.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv - JDBC.ipynb │ │ ├── Watson OpenScale and Batch - IAE - Hive.ipynb │ │ ├── Watson OpenScale and Batch - IAE - JDBC.ipynb │ │ ├── Watson OpenScale and Batch - Remote Spark - Hive.ipynb │ │ ├── Watson OpenScale and Batch - Remote Spark - JDBC.ipynb │ │ ├── Watson OpenScale and Batch - WML - IAE - JDBC.ipynb │ │ └── Watson OpenScale and Batch - WML - IAE - hive.ipynb │ └── online │ │ ├── Configuration Notebook for Structured Data Models.ipynb │ │ ├── Configuration Notebook for Unstructured Image Models.ipynb │ │ └── Configuration Notebook for Unstructured Text Models.ipynb │ └── samples │ ├── Analyze Drifted Transactions (Hive).ipynb │ └── Analyze Drifted Transactions (JDBC).ipynb ├── cpd_5.2 └── Predictive ML │ ├── configuration │ ├── batch │ │ ├── Common Configuration for Self-managed subscriptions (Hive).ipynb │ │ ├── Common Configuration for Self-managed subscriptions (JDBC).ipynb │ │ ├── Openscale Headless Subscription.ipynb │ │ ├── Simplified Common Configuration for Self-managed subscriptions (Hive).ipynb │ │ ├── Simplified Common Configuration for Self-managed subscriptions (JDBC).ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package - DB2.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package - Hive.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using Configuration Package - JDBC.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv - DB2.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv - Hive.ipynb │ │ ├── Watson OpenScale - Onboard models for monitoring using training data table and a sample csv - JDBC.ipynb │ │ ├── Watson OpenScale and Batch - IAE - Hive.ipynb │ │ ├── Watson OpenScale and Batch - IAE - JDBC.ipynb │ │ ├── Watson OpenScale and Batch - Remote Spark - Hive.ipynb │ │ ├── Watson OpenScale and Batch - Remote Spark - JDBC.ipynb │ │ ├── Watson OpenScale and Batch - WML - IAE - JDBC.ipynb │ │ └── Watson OpenScale and Batch - WML - IAE - hive.ipynb │ └── online │ │ ├── Configuration Notebook for Structured Data Models.ipynb │ │ ├── Configuration Notebook for Unstructured Image Models.ipynb │ │ └── Configuration Notebook for Unstructured Text Models.ipynb │ └── samples │ ├── Analyze Drifted Transactions (Hive).ipynb │ └── Analyze Drifted Transactions (JDBC).ipynb └── training statistics ├── 4.0 └── training_statistics_notebook.ipynb ├── 4.5 └── training_statistics_notebook.ipynb ├── 4.6 └── training_statistics_notebook.ipynb ├── 4.7 └── training_statistics_notebook.ipynb ├── 4.8 └── training_statistics_notebook.ipynb ├── 5.1 └── training_statistics_notebook.ipynb ├── License.txt ├── README.md ├── Score function templates for drift detection.md ├── training_statistics_notebook.ipynb └── training_statistics_notebook_for_3_5_10.ipynb 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