MMMModelBuilder
===============

.. currentmodule:: pymc_marketing.mmm.base

.. autoclass:: MMMModelBuilder

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      MMMModelBuilder.__init__
      MMMModelBuilder.attrs_to_init_kwargs
      MMMModelBuilder.build_from_idata
      MMMModelBuilder.build_model
      MMMModelBuilder.compute_channel_contribution_original_scale
      MMMModelBuilder.compute_mean_contributions_over_time
      MMMModelBuilder.create_fit_data
      MMMModelBuilder.create_idata_attrs
      MMMModelBuilder.fit
      MMMModelBuilder.get_channel_contribution_share_samples
      MMMModelBuilder.get_errors
      MMMModelBuilder.get_target_transformer
      MMMModelBuilder.graphviz
      MMMModelBuilder.load
      MMMModelBuilder.load_from_idata
      MMMModelBuilder.plot_channel_contribution_share_hdi
      MMMModelBuilder.plot_components_contributions
      MMMModelBuilder.plot_errors
      MMMModelBuilder.plot_grouped_contribution_breakdown_over_time
      MMMModelBuilder.plot_posterior_predictive
      MMMModelBuilder.plot_prior_predictive
      MMMModelBuilder.plot_prior_vs_posterior
      MMMModelBuilder.plot_waterfall_components_decomposition
      MMMModelBuilder.post_sample_model_transformation
      MMMModelBuilder.predict
      MMMModelBuilder.predict_posterior
      MMMModelBuilder.predict_proba
      MMMModelBuilder.preprocess
      MMMModelBuilder.sample_posterior_predictive
      MMMModelBuilder.sample_prior_predictive
      MMMModelBuilder.save
      MMMModelBuilder.set_idata_attrs
      MMMModelBuilder.validate
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~MMMModelBuilder.X
      ~MMMModelBuilder.default_model_config
      ~MMMModelBuilder.default_sampler_config
      ~MMMModelBuilder.fit_result
      ~MMMModelBuilder.id
      ~MMMModelBuilder.methods
      ~MMMModelBuilder.output_var
      ~MMMModelBuilder.posterior
      ~MMMModelBuilder.posterior_predictive
      ~MMMModelBuilder.predictions
      ~MMMModelBuilder.preprocessing_methods
      ~MMMModelBuilder.prior
      ~MMMModelBuilder.prior_predictive
      ~MMMModelBuilder.validation_methods
      ~MMMModelBuilder.version
      ~MMMModelBuilder.y
      ~MMMModelBuilder.model