econml.metalearners.XLearner
============================

.. currentmodule:: econml.metalearners

.. autoclass:: XLearner

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~XLearner.dowhy
      ~XLearner.transformer