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kolena.workflow contains the definitions to build a workflow:

  1. Design data types, including any annotations or assets:

    Defining a workflow

    TestSample, GroundTruth, and Inference can be thought of as the data model, or schema, for a workflow.

    Learn more ↗

  2. Define metrics and how they are computed:

  3. Create tests:

    Managing tests

    See the test case and test suite developer guide for an introduction to the test case and test suite concept.

  4. Test models:

    • Model: descriptor for a model
    • test: interface to run tests