Source code for immuneML.IO.ml_method.MLMethodConfiguration

from dataclasses import dataclass
from pathlib import Path

import yaml

from immuneML.util.PathBuilder import PathBuilder


[docs]@dataclass class MLMethodConfiguration: labels_with_values: dict = None encoding_name: str = None encoding_class: str = None encoding_parameters: dict = None encoding_file: str = None preprocessing_sequence_name: str = None preprocessing_parameters: dict = None preprocessing_file: str = None ml_method: str = None ml_method_name: str = None train_dataset_id: str = None train_dataset_name: str = None software_used: str = None
[docs] def store(self, path: Path): PathBuilder.build(path.parent) with path.open("w") as file: yaml.dump(self.__dict__, file)
[docs] def load(self, path: Path): with path.open('r') as file: obj = yaml.safe_load(file) self.__init__(**obj)