immuneML.hyperparameter_optimization.states package

Submodules

immuneML.hyperparameter_optimization.states.HPAssessmentState module

class immuneML.hyperparameter_optimization.states.HPAssessmentState.HPAssessmentState(split_index: int, train_val_dataset, test_dataset, path: Path, label_configuration: LabelConfiguration)[source]

Bases: object

immuneML.hyperparameter_optimization.states.HPItem module

immuneML.hyperparameter_optimization.states.HPLabelState module

class immuneML.hyperparameter_optimization.states.HPLabelState.HPLabelState(label, auxiliary_labels)[source]

Bases: object

property optimal_assessment_item
property optimal_hp_setting

immuneML.hyperparameter_optimization.states.HPSelectionState module

immuneML.hyperparameter_optimization.states.TrainMLModelState module

Module contents