eegproc.model_explainability package

Model-agnostic counterfactual explanations through external adapters.

Subpackages

• eegproc.model_explainability.model_agnostic package
  • Submodules
    • eegproc.model_explainability.model_agnostic.adapter module
      • CounterfactualAdapter
      • KerasInputAdapter
      • TrialDataset
      • create_adapter()
      • create_keras_input_adapter()
      • load_json_mapping()
      • load_trial_dataset()
      • validate_trial_dataset()
    • eegproc.model_explainability.model_agnostic.optimizer module
      • ModelAgnosticCounterfactualOptimizer
    • eegproc.model_explainability.model_agnostic.plotting module
      • flatten_trial()
      • load_counterfactual_trial()
      • plot_band_topographies()
      • resolve_channel_names()
      • split_channel_bands()
      • summarize_activity()
    • eegproc.model_explainability.model_agnostic.runner module
      • build_parser()
      • main()
      • parse_args()
      • run()
    • eegproc.model_explainability.model_agnostic.topography module
      • build_parser()
      • main()
      • restore_source_units()