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Support for up to 500 distinct values for Categorical target column

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## Change * Support for up to 500 distinct values for Categorical target column. * Support for **Precision at recall** and **Recall at precision** optimization objectives for classification models. [Learn more](https://cloud.google.com/automl-tables/docs/train#opt-obj). ## Change The AutoML Tables Python client library now includes additional methods that simplify using the AutoML API for common AutoML Tables tasks. [Learn more](https://cloud.google.com/automl-tables/docs/client-libraries).