class `monad.config.ExtraColumn`

Defines early stopping callback for the training.

from monad.config import ExtraColumn, SQLLambda
from monad.ui.module import BinaryClassificationTask, load_from_foundation_model

transaction_id_column = ExtraColumn(
  data_source_name="transactions",
  columns=["transaction_id"],
)

trainer = load_from_foundation_model(
	checkpoint_path = "path/to/foundation/model,
  downstream_task = BinaryClassificationTask(), 
  target_fn = ...,
	extra_columns = [transaction_id_column]

)

Parameters

data_source_name: str
Name of the data source

columns: list[str |SQLLambda]
Columns discarded during fit stage, that should be available in the data_source e.g. for target function definition. Columns can be defined with a column name or sql_lambda.

class monad.config.ExtraColumn

class `monad.config.ExtraColumn`