ModelBuilder
============

.. currentmodule:: pymc_marketing.model_builder

.. autoclass:: ModelBuilder

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      ModelBuilder.__init__
      ModelBuilder.attrs_to_init_kwargs
      ModelBuilder.build_from_idata
      ModelBuilder.build_model
      ModelBuilder.create_fit_data
      ModelBuilder.create_idata_attrs
      ModelBuilder.fit
      ModelBuilder.graphviz
      ModelBuilder.load
      ModelBuilder.load_from_idata
      ModelBuilder.post_sample_model_transformation
      ModelBuilder.predict
      ModelBuilder.predict_posterior
      ModelBuilder.predict_proba
      ModelBuilder.sample_posterior_predictive
      ModelBuilder.sample_prior_predictive
      ModelBuilder.save
      ModelBuilder.set_idata_attrs
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~ModelBuilder.X
      ~ModelBuilder.default_model_config
      ~ModelBuilder.default_sampler_config
      ~ModelBuilder.fit_result
      ~ModelBuilder.id
      ~ModelBuilder.output_var
      ~ModelBuilder.posterior
      ~ModelBuilder.posterior_predictive
      ~ModelBuilder.predictions
      ~ModelBuilder.prior
      ~ModelBuilder.prior_predictive
      ~ModelBuilder.version
      ~ModelBuilder.y