SaturationTransformation
========================

.. currentmodule:: pymc_marketing.mmm.components.saturation

.. autoclass:: SaturationTransformation

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      SaturationTransformation.__init__
      SaturationTransformation.apply
      SaturationTransformation.plot_curve
      SaturationTransformation.plot_curve_hdi
      SaturationTransformation.plot_curve_samples
      SaturationTransformation.sample_curve
      SaturationTransformation.sample_prior
      SaturationTransformation.set_dims_for_all_priors
      SaturationTransformation.to_dict
      SaturationTransformation.update_priors
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~SaturationTransformation.combined_dims
      ~SaturationTransformation.function_priors
      ~SaturationTransformation.model_config
      ~SaturationTransformation.prefix
      ~SaturationTransformation.variable_mapping
      ~SaturationTransformation.default_priors
      ~SaturationTransformation.function
      ~SaturationTransformation.lookup_name