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ML Insights Library documentation
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ML Insights Library documentation
  • What is ML Insights
  • Tutorials
    • Installation and Setup
    • ML Insights API in 10 minutes
    • Low Code Setup with Config Reader
    • Push Insights Notifications to OCI Monitoring
    • MLM CLI Command Reference
    • OCI Autonomous Data Warehouse Readers
      • Installation and setup of oracle-adw package
      • Reading data from OCI Autonomous Data Warehouse(ADW)
  • Getting Started
    • Builder Object
    • Runner Object
    • Config Writer Component
    • Data Reader Component
    • Data Source Component
    • Profile Reader Component
    • Transformer Component
    • Metric Component
    • Post Processor Component
    • Test/Test Suites Component
  • Release Notes

API Reference:

  • mlm_insights package
    • mlm_insights.builder package
      • mlm_insights.builder.runner package
    • mlm_insights.core package
      • mlm_insights.core.data_sources package
      • mlm_insights.core.features package
      • mlm_insights.core.interfaces package
      • mlm_insights.core.metrics package
        • mlm_insights.core.metrics.classification_metrics package
        • mlm_insights.core.metrics.drift_metrics package
        • mlm_insights.core.metrics.interfaces package
        • mlm_insights.core.metrics.regression_metrics package
        • mlm_insights.core.metrics.data_quality package
        • mlm_insights.core.metrics.conflict_metrics package
      • mlm_insights.core.post_processors package
        • mlm_insights.core.post_processors.constants package
        • mlm_insights.core.post_processors.interfaces package
      • mlm_insights.core.profiles package
      • mlm_insights.core.readers package
        • mlm_insights.core.readers.interfaces package
      • mlm_insights.core.sdcs package
        • mlm_insights.core.sdcs.confusion_matrix package
        • mlm_insights.core.sdcs.interfaces package
      • mlm_insights.core.sfcs package
        • mlm_insights.core.sfcs.interfaces package
      • mlm_insights.core.transformers package
        • mlm_insights.core.transformers.exceptions package
        • mlm_insights.core.transformers.interfaces package
      • mlm_insights.core.utils package
        • mlm_insights.core.utils.oci package
      • mlm_insights.core.profile_readers package
        • mlm_insights.core.profile_readers.interfaces package
    • mlm_insights.mlm_dask package
      • mlm_insights.mlm_dask.execution_engine package
      • mlm_insights.mlm_dask.interfaces package
      • mlm_insights.mlm_dask.readers package
      • mlm_insights.mlm_dask.schema package
    • mlm_insights.mlm_native package
      • mlm_insights.mlm_native.exceptions package
      • mlm_insights.mlm_native.execution_engine package
      • mlm_insights.mlm_native.interfaces package
      • mlm_insights.mlm_native.readers package
      • mlm_insights.mlm_native.schema package
    • mlm_insights.tests package
      • mlm_insights.tests.exceptions package
      • mlm_insights.tests.selectors package
        • mlm_insights.tests.selectors.interfaces package
      • mlm_insights.tests.test_builder package
      • mlm_insights.tests.test_context package
        • mlm_insights.tests.test_context.interfaces package
      • mlm_insights.tests.test_runner package
      • mlm_insights.tests.test_suites package
      • mlm_insights.tests.test_types package
        • mlm_insights.tests.test_types.interfaces package
        • mlm_insights.tests.test_types.metric_based_tests package
          • mlm_insights.tests.test_types.metric_based_tests.interfaces package
        • mlm_insights.tests.test_types.predicate_based_tests package
          • mlm_insights.tests.test_types.predicate_based_tests.interfaces package
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mlm_insights.core.queries package¶

Subpackages¶

  • mlm_insights.core.queries.profile_query package
    • Submodules
    • mlm_insights.core.queries.profile_query.profile_json_query module
      • ProfileJsonQuery
        • ProfileJsonQuery.get_dataset_metric_by_key()
        • ProfileJsonQuery.get_feature_metric_by_key()
        • ProfileJsonQuery.profile_json
    • Module contents

Module contents¶

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  • mlm_insights.core.queries package
    • Subpackages
    • Module contents