BudgetOptimizer
===============

.. currentmodule:: pymc_marketing.mmm.budget_optimizer

.. autoclass:: BudgetOptimizer

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      BudgetOptimizer.__init__
      BudgetOptimizer.allocate_budget
      BudgetOptimizer.construct
      BudgetOptimizer.copy
      BudgetOptimizer.dict
      BudgetOptimizer.extract_response_distribution
      BudgetOptimizer.from_orm
      BudgetOptimizer.json
      BudgetOptimizer.model_construct
      BudgetOptimizer.model_copy
      BudgetOptimizer.model_dump
      BudgetOptimizer.model_dump_json
      BudgetOptimizer.model_json_schema
      BudgetOptimizer.model_parametrized_name
      BudgetOptimizer.model_post_init
      BudgetOptimizer.model_rebuild
      BudgetOptimizer.model_validate
      BudgetOptimizer.model_validate_json
      BudgetOptimizer.model_validate_strings
      BudgetOptimizer.parse_file
      BudgetOptimizer.parse_obj
      BudgetOptimizer.parse_raw
      BudgetOptimizer.schema
      BudgetOptimizer.schema_json
      BudgetOptimizer.set_constraints
      BudgetOptimizer.update_forward_refs
      BudgetOptimizer.validate
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~BudgetOptimizer.DEFAULT_MINIMIZE_KWARGS
      ~BudgetOptimizer.model_computed_fields
      ~BudgetOptimizer.model_config
      ~BudgetOptimizer.model_extra
      ~BudgetOptimizer.model_fields
      ~BudgetOptimizer.model_fields_set
      ~BudgetOptimizer.num_periods
      ~BudgetOptimizer.mmm_model
      ~BudgetOptimizer.response_variable
      ~BudgetOptimizer.utility_function
      ~BudgetOptimizer.budgets_to_optimize
      ~BudgetOptimizer.custom_constraints
      ~BudgetOptimizer.default_constraints