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Can you take a look at pipeline_class.rst to see how to add these class properties to the API reference? Basically you need to manually add autoattribute for default_parameters for it to show up in the API reference. You would need to do this for both pipelines and components. Then you can verify either locally by building docs or looking at your build on RTD. I know this is quite a confusing process so let me know if you want to talk about it!
@jeremyliweishih I just added default_parameters to pipeline_class.rst, transformer_class.rst and estimator_class.rst.
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