GLANCE: Global Actions in a Nutshell for Counterfactual Explainability ============== .. contents:: :local: :depth: 1 Global Counterfactual Methods ------------ C-GLANCE (Iterative Merges) ~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. automodule:: humancompatible.explain.glance.iterative_merges.iterative_merges :members: :undoc-members: :show-inheritance: T-GLANCE (Counterfactual Tree) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. automodule:: humancompatible.explain.glance.counterfactual_tree.counterfactual_tree :members: :undoc-members: :show-inheritance: Clustering Method Wrappers ----------------- .. automodule:: humancompatible.explain.glance.clustering.kmeans :members: :undoc-members: :show-inheritance: Local Counterfactual Methods ---------------------------- .. automodule:: humancompatible.explain.glance.local_cfs.dice_method :members: :undoc-members: :show-inheritance: .. automodule:: humancompatible.explain.glance.local_cfs.nearest_neighbor :members: :undoc-members: :show-inheritance: .. automodule:: humancompatible.explain.glance.local_cfs.random_sampling :members: :undoc-members: :show-inheritance: Utility Functions ----------------- .. automodule:: humancompatible.explain.glance.utils.action :members: :undoc-members: :show-inheritance: .. automodule:: humancompatible.explain.glance.utils.centroid :members: :undoc-members: :show-inheritance: .. automodule:: humancompatible.explain.glance.utils.metadata_requests :members: :undoc-members: :show-inheritance: