CompositePreprocessor

Bases: DataPreprocessor

Data preprocessor that composes multiple data preprocessors

PARAMETER	DESCRIPTION
data_preprocessors	data preprocessors TYPE: list[DataPreprocessor]

from_config classmethod

Creates a composite preprocessor from the configuration.

PARAMETER	DESCRIPTION
config	configuration TYPE: CompositePreprocessorConfig

RETURNS	DESCRIPTION
CompositePreprocessor	composite preprocessor

__call__

Preprocesses the data with each data preprocessor.

PARAMETER	DESCRIPTION
data	data TYPE: npt.NDArray

RETURNS	DESCRIPTION
npt.NDArray	preprocessed data

---

CompositePreprocessorConfig

Bases: pydantic.BaseModel

Configuration for the from_config class method of CompositePreprocessor

ATTRIBUTE	DESCRIPTION
data_preprocessors_configs	configurations of the data preprocessors TYPE: list[DataPreprocessorConfig]

---

DataPreprocessorConfig

Bases: pydantic.BaseModel

Configuration for data preprocessors

ATTRIBUTE	DESCRIPTION
name	name of the data preprocessor TYPE: str
config	configuration of the data preprocessor TYPE: NormalizePreprocessorConfig | StandardizePreprocessorConfig