Causal Counter Module
======================

The ``causal_counter`` module provides counterfactual explanation generation and evaluation.

Classes
-------

CausalCounterfactual
~~~~~~~~~~~~~~~~~~~~

.. autoclass:: mini_causal.causal_counter.CausalCounterfactual
   :members:
   :undoc-members:
   :show-inheritance:
   :exclude-members: __init__,_check_is_fitted,_predict_both,_preds_exp,summary_,correlation_,t_statistic_,p_value_,hypotheses,fit_treatment_model,fit_control_model

   **Attributes:**

   - ``treatment_model_ (sklearn estimator)``: The fitted treatment model
   - ``control_model_ (sklearn estimator)``: The fitted control model

CausalCounterfactualClassifier
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: mini_causal.causal_counter.CausalCounterfactualClassifier
   :members:
   :undoc-members:
   :show-inheritance:
   :exclude-members: __init__

CausalCounterfactualRegression
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: mini_causal.causal_counter.CausalCounterfactualRegression
   :members:
   :undoc-members:
   :show-inheritance:
   :exclude-members: __init__