HSGP
====

.. currentmodule:: pymc_marketing.mmm.hsgp

.. autoclass:: HSGP

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      HSGP.__init__
      HSGP.construct
      HSGP.copy
      HSGP.create_variable
      HSGP.deterministics_to_replace
      HSGP.dict
      HSGP.from_dict
      HSGP.from_orm
      HSGP.json
      HSGP.model_construct
      HSGP.model_copy
      HSGP.model_dump
      HSGP.model_dump_json
      HSGP.model_json_schema
      HSGP.model_parametrized_name
      HSGP.model_post_init
      HSGP.model_rebuild
      HSGP.model_validate
      HSGP.model_validate_json
      HSGP.model_validate_strings
      HSGP.parameterize_from_data
      HSGP.parse_file
      HSGP.parse_obj
      HSGP.parse_raw
      HSGP.plot_curve
      HSGP.register_data
      HSGP.sample_prior
      HSGP.schema
      HSGP.schema_json
      HSGP.to_dict
      HSGP.update_forward_refs
      HSGP.validate
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~HSGP.model_computed_fields
      ~HSGP.model_config
      ~HSGP.model_extra
      ~HSGP.model_fields
      ~HSGP.model_fields_set
      ~HSGP.ls
      ~HSGP.eta
      ~HSGP.L
      ~HSGP.centered
      ~HSGP.drop_first
      ~HSGP.cov_func
      ~HSGP.m
      ~HSGP.X
      ~HSGP.X_mid
      ~HSGP.dims
      ~HSGP.transform
      ~HSGP.demeaned_basis