immuneML.hyperparameter_optimization package

Subpackages

• immuneML.hyperparameter_optimization.config package
  • Submodules
  • immuneML.hyperparameter_optimization.config.ClusterValidationType module
  • immuneML.hyperparameter_optimization.config.LeaveOneOutConfig module
    • LeaveOneOutConfig
      • LeaveOneOutConfig.min_count
      • LeaveOneOutConfig.parameter
  • immuneML.hyperparameter_optimization.config.ManualSplitConfig module
    • ManualSplitConfig
      • ManualSplitConfig.test_metadata_path
      • ManualSplitConfig.train_metadata_path
  • immuneML.hyperparameter_optimization.config.ReportConfig module
    • ReportConfig
      • ReportConfig.get_documentation()
  • immuneML.hyperparameter_optimization.config.SplitConfig module
    • SplitConfig
      • SplitConfig.get_documentation()
  • immuneML.hyperparameter_optimization.config.SplitType module
    • SplitType
      • SplitType.K_FOLD
      • SplitType.LEAVE_ONE_OUT_STRATIFICATION
      • SplitType.LOOCV
      • SplitType.MANUAL
      • SplitType.RANDOM
      • SplitType.STRATIFIED_K_FOLD
  • Module contents
• immuneML.hyperparameter_optimization.core package
  • Submodules
  • immuneML.hyperparameter_optimization.core.HPAssessment module
  • immuneML.hyperparameter_optimization.core.HPSelection module
  • immuneML.hyperparameter_optimization.core.HPUtil module
  • Module contents
• immuneML.hyperparameter_optimization.states package
  • Submodules
  • immuneML.hyperparameter_optimization.states.HPAssessmentState module
    • HPAssessmentState
  • immuneML.hyperparameter_optimization.states.HPItem module
  • immuneML.hyperparameter_optimization.states.HPLabelState module
    • HPLabelState
      • HPLabelState.optimal_assessment_item
      • HPLabelState.optimal_hp_setting
  • immuneML.hyperparameter_optimization.states.HPSelectionState module
  • immuneML.hyperparameter_optimization.states.TrainMLModelState module
  • Module contents
• immuneML.hyperparameter_optimization.strategy package
  • Submodules
  • immuneML.hyperparameter_optimization.strategy.GridSearch module
  • immuneML.hyperparameter_optimization.strategy.HPOptimizationStrategy module
  • Module contents

Submodules

immuneML.hyperparameter_optimization.HPSetting module

immuneML.hyperparameter_optimization.HPSettingResult module

Module contents