fairxai.explain package

Subpackages

• fairxai.explain.adapter package
  • Submodules
  • fairxai.explain.adapter.generic_explainer_adapter module
    • GenericExplainerAdapter
      • GenericExplainerAdapter.GLOBAL_EXPLANATION
      • GenericExplainerAdapter.LOCAL_EXPLANATION
      • GenericExplainerAdapter.WILDCARD
      • GenericExplainerAdapter.explain_global()
      • GenericExplainerAdapter.explain_instance()
      • GenericExplainerAdapter.explainer_name
      • GenericExplainerAdapter.is_compatible()
      • GenericExplainerAdapter.supported_datasets
      • GenericExplainerAdapter.supported_models
  • Module contents
• fairxai.explain.explaination package
  • Submodules
  • fairxai.explain.explaination.counter_example_explanation module
    • CounterExampleExplanation
      • CounterExampleExplanation.GLOBAL_EXPLANATION
      • CounterExampleExplanation.LOCAL_EXPLANATION
      • CounterExampleExplanation.to_dict()
      • CounterExampleExplanation.visualize()
  • fairxai.explain.explaination.counterfactual_rule_explanation module
    • CounterfactualRuleExplanation
      • CounterfactualRuleExplanation.GLOBAL_EXPLANATION
      • CounterfactualRuleExplanation.LOCAL_EXPLANATION
      • CounterfactualRuleExplanation.to_dict()
      • CounterfactualRuleExplanation.visualize()
  • fairxai.explain.explaination.example_explanation module
    • ExampleExplanation
      • ExampleExplanation.GLOBAL_EXPLANATION
      • ExampleExplanation.LOCAL_EXPLANATION
      • ExampleExplanation.to_dict()
      • ExampleExplanation.visualize()
  • fairxai.explain.explaination.feature_importance_explanation module
    • FeatureImportanceExplanation
      • FeatureImportanceExplanation.GLOBAL_EXPLANATION
      • FeatureImportanceExplanation.LOCAL_EXPLANATION
      • FeatureImportanceExplanation.to_dict()
      • FeatureImportanceExplanation.visualize()
  • fairxai.explain.explaination.generic_explanation module
    • GenericExplanation
      • GenericExplanation.GLOBAL_EXPLANATION
      • GenericExplanation.LOCAL_EXPLANATION
      • GenericExplanation.to_dict()
      • GenericExplanation.visualize()
  • fairxai.explain.explaination.rule_based_explanation module
    • RuleBasedExplanation
      • RuleBasedExplanation.GLOBAL_EXPLANATION
      • RuleBasedExplanation.LOCAL_EXPLANATION
      • RuleBasedExplanation.to_dict()
      • RuleBasedExplanation.visualize()
  • Module contents
• fairxai.explain.explainer_manager package
  • Submodules
  • fairxai.explain.explainer_manager.basic_io_handler module
    • BaseIoHandler
      • BaseIoHandler.ask_choice()
      • BaseIoHandler.confirm()
      • BaseIoHandler.show_message()
  • fairxai.explain.explainer_manager.explainer_manager module
    • ExplainerManager
      • ExplainerManager.create_explainer()
      • ExplainerManager.list_available_compatible_explainers()
    • import_all_adapters()
  • fairxai.explain.explainer_manager.guided_explanation_wizard module
    • GuidedExplanationWizard
      • GuidedExplanationWizard.run()
  • Module contents

Module contents