econml.dr.ForestDRLearner
=========================

.. currentmodule:: econml.dr

.. autoclass:: ForestDRLearner

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~ForestDRLearner.__init__
      ~ForestDRLearner.ate
      ~ForestDRLearner.ate_inference
      ~ForestDRLearner.ate_interval
      ~ForestDRLearner.cate_feature_names
      ~ForestDRLearner.cate_output_names
      ~ForestDRLearner.cate_treatment_names
      ~ForestDRLearner.const_marginal_ate
      ~ForestDRLearner.const_marginal_ate_inference
      ~ForestDRLearner.const_marginal_ate_interval
      ~ForestDRLearner.const_marginal_effect
      ~ForestDRLearner.const_marginal_effect_inference
      ~ForestDRLearner.const_marginal_effect_interval
      ~ForestDRLearner.effect
      ~ForestDRLearner.effect_inference
      ~ForestDRLearner.effect_interval
      ~ForestDRLearner.feature_importances_
      ~ForestDRLearner.fit
      ~ForestDRLearner.marginal_ate
      ~ForestDRLearner.marginal_ate_inference
      ~ForestDRLearner.marginal_ate_interval
      ~ForestDRLearner.marginal_effect
      ~ForestDRLearner.marginal_effect_inference
      ~ForestDRLearner.marginal_effect_interval
      ~ForestDRLearner.model_cate
      ~ForestDRLearner.multitask_model_cate
      ~ForestDRLearner.refit_final
      ~ForestDRLearner.score
      ~ForestDRLearner.shap_values
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~ForestDRLearner.dowhy
      ~ForestDRLearner.featurizer_
      ~ForestDRLearner.fitted_models_final
      ~ForestDRLearner.model_final
      ~ForestDRLearner.model_final_
      ~ForestDRLearner.models_nuisance_
      ~ForestDRLearner.models_propensity
      ~ForestDRLearner.models_regression
      ~ForestDRLearner.multitask_model_final
      ~ForestDRLearner.nuisance_scores_propensity
      ~ForestDRLearner.nuisance_scores_regression
      ~ForestDRLearner.ortho_learner_model_final_
      ~ForestDRLearner.transformer