CustomModelWrapper

class pymc_marketing.mmm.budget_optimizer.CustomModelWrapper(base_model, idata, channels)

Wrapper for the BudgetOptimizer to handle custom PyMC models.

Methods

CustomModelWrapper.__init__(base_model, ...)	Create a new model by parsing and validating input data from keyword arguments.
CustomModelWrapper.construct([_fields_set])
CustomModelWrapper.copy(*[, include, ...])	Returns a copy of the model.
CustomModelWrapper.dict(*[, include, ...])
CustomModelWrapper.from_orm(obj)
CustomModelWrapper.json(*[, include, ...])
CustomModelWrapper.model_parametrized_name(params)	Compute the class name for parametrizations of generic classes.
CustomModelWrapper.parse_file(path, *[, ...])
CustomModelWrapper.parse_obj(obj)
CustomModelWrapper.parse_raw(b, *[, ...])
CustomModelWrapper.schema([by_alias, ...])
CustomModelWrapper.schema_json(*[, ...])
CustomModelWrapper.update_forward_refs(**localns)
CustomModelWrapper.validate(value)

Attributes

model_computed_fields
model_config	Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].
model_extra	Get extra fields set during validation.
model_fields
model_fields_set	Returns the set of fields that have been explicitly set on this model instance.
base_model
idata
channel_columns
adstock