immuneML.IO.ml_method package
Submodules
immuneML.IO.ml_method.MLExporter module
immuneML.IO.ml_method.MLImport module
- class immuneML.IO.ml_method.MLImport.MLImport[source]
Bases:
object
- static import_encoder(config: MLMethodConfiguration, config_dir: Path)[source]
- static import_label(config: MLMethodConfiguration) Label [source]
- static import_preprocessing_sequence(config: MLMethodConfiguration, config_dir) List[Preprocessor] [source]
immuneML.IO.ml_method.MLMethodConfiguration module
- class immuneML.IO.ml_method.MLMethodConfiguration.MLMethodConfiguration(label_name: str = None, label_values: list = None, label_positive_class: str = 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)[source]
Bases:
object
- encoding_class: str = None
- encoding_file: str = None
- encoding_name: str = None
- encoding_parameters: dict = None
- label_name: str = None
- label_positive_class: str = None
- label_values: list = None
- ml_method: str = None
- ml_method_name: str = None
- preprocessing_file: str = None
- preprocessing_parameters: dict = None
- preprocessing_sequence_name: str = None
- software_used: str = None
- train_dataset_id: str = None
- train_dataset_name: str = None
immuneML.IO.ml_method.UtilIO module
- class immuneML.IO.ml_method.UtilIO.UtilIO[source]
Bases:
object
- static export_comparison_data(comp_data: ComparisonData, path: Path)[source]
- static export_pairwise_comparison(pairwise_comparison: PairwiseRepertoireComparison, path: Path) Path [source]
- static import_comparison_data(path: Path) ComparisonData [source]
- static import_pairwise_comparison(path: Path) PairwiseRepertoireComparison [source]