ModelIO

class pymc_marketing.model_builder.ModelIO

Mixin to handle saving and loading of models.

Methods

ModelIO.__init__(*args, **kwargs)
ModelIO.attrs_to_init_kwargs(attrs)	Convert the model configuration and sampler configuration from the attributes to keyword arguments.
ModelIO.build_from_idata(idata)	Build the model from the InferenceData object.
ModelIO.create_idata_attrs()	Create attributes for the inference data.
ModelIO.idata_to_init_kwargs(idata)	Create the model configuration and sampler configuration from the InferenceData to keyword arguments.
ModelIO.load(fname[, check])	Create a ModelBuilder instance from a file.
ModelIO.load_from_idata(idata[, check])	Create a ModelBuilder instance from an InferenceData object.
ModelIO.save(fname, **kwargs)	Save the model's inference data to a file.
ModelIO.set_idata_attrs([idata])	Set attributes on an InferenceData object.

Attributes

id	Generate a unique hash value for the model.
version
idata
sampler_config
model_config