kumoai.trainer.ColumnProcessingPlan

kumoai.trainer.ColumnProcessingPlan#

class kumoai.trainer.ColumnProcessingPlan[source]#

Configuration parameters that define how columns are encoded in the training and batch prediction pipelines. Please see the Kumo documentation for more information.

Variables:

  • encoder_overrides – (dict[str, Encoder] | None) A dictionary of encoder overrides, which maps the {table_name}.{column name} to an Encoder (default: None). Supported Task Types: All

  • na_strategy – (dict[Stype, NAStrategy] | None) A dictionary of N/A strategies based on semantic types. Supported Task Types: All

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