econml.metalearners.SLearner
============================

.. currentmodule:: econml.metalearners

.. autoclass:: SLearner

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~SLearner.dowhy
      ~SLearner.transformer