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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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Welcome to ML Insights documentation!¶

If you are new to ML Insights and want to know what is it please check out

What is ML Insights

Insight can also be run with minimal code with the low code option. More can be read here

Low Code Setup with Config Reader

Indices and tables¶

  • Module Index

Next
What is ML Insights
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