FACTS: Fairness Aware Counterfactual for Subgroups package ============= .. contents:: :local: :depth: 2 --- FACTS -------------- These are the main entry points to using the FACTS framework. .. automodule:: humancompatible.explain.facts.__init__ :members: :undoc-members: :show-inheritance: --- .. Preprocessing & Cleaning .. ------------------------ .. .. automodule:: src.clean .. :members: .. :undoc-members: .. :show-inheritance: .. .. automodule:: src.formatting .. :members: .. :undoc-members: .. :show-inheritance: --- Rule Mining & Filtering ----------------------- .. automodule:: humancompatible.explain.facts.frequent_itemsets :members: :undoc-members: :show-inheritance: .. automodule:: humancompatible.explain.facts.predicate :members: :undoc-members: :show-inheritance: .. automodule:: humancompatible.explain.facts.rule_filters :members: :undoc-members: :show-inheritance: --- Metrics -------------------- .. automodule:: humancompatible.explain.facts.metrics :members: :undoc-members: :show-inheritance: --- Optimization & Utilities ------------------------ .. automodule:: humancompatible.explain.facts.optimization :members: :undoc-members: :show-inheritance: .. automodule:: humancompatible.explain.facts.utils :members: :undoc-members: :show-inheritance: .. automodule:: humancompatible.explain.facts.misc :members: :undoc-members: :show-inheritance: .. automodule:: humancompatible.explain.facts.parameters :members: :undoc-members: :show-inheritance: