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v1.3.0

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@shuklak13 shuklak13 released this 24 Feb 21:00

Major Features and Improvements

  • ModelCardArtifact, a TFX/MLMD artifact which references the assets generated by MCT. This can be created with model_card_toolkit.tfx.create_and_save_artifact().
  • tfx.executor.Executor, which can be used as the core MCT logic for a TFX custom component.
  • tfx.component.ModelCardGenerator, a component that can be used to generate Model Cards directly in a TFX pipeline.

Bug fixes and other changes

  • ModelCard.merge_from_json(), allowing ModelCards to be populated with JSON without overwriting all pre-existing fields.
  • Minor styling change to table CSS in default HTML template
  • Minor update to CSS linting in default HTML template

Breaking changes and Deprecations

  • source classes now uses tfx.types.Artifact instead of standard_artifacts.