baybe.utils.validation.validate_target_input

baybe.utils.validation.validate_target_input(data: DataFrame, targets: Iterable[Target])

Validate input dataframe columns corresponding to targets.

Parameters:

• data (DataFrame) – The input dataframe to be validated.

• targets (Iterable[Target]) – The allowed targets.

Raises:

• ValueError – If the data is empty.

• ValueError – If the data misses columns for a target.

• TypeError – If any numerical target data contain non-numeric values.

• ValueError – If any binary target data contain values not part of the targets’ allowed values or NaN.

Return type:

None