arthurai.core.models.ExplainabilityParameters#

class arthurai.core.models.ExplainabilityParameters(enabled, explanation_algo=None, model_server_cpu=None, model_server_memory=None, explanation_nsamples=None)#

Bases: arthurai.core.base.ArthurBaseJsonDataclass

Methods

`clean_nones`	Helper function to filter out None objects from a json or dictionary representation of an object
`from_dict`	rtype `TypeVar`(`A`, bound= `DataClassJsonMixin`)
`from_json`	rtype `TypeVar`(`A`, bound= `DataClassJsonMixin`)
`schema`	rtype `SchemaF`[`TypeVar`(`A`)]
`to_dict`	Creates a dictionary representation of this object
`to_json`	Creates a json representation of this object

Attributes

`dataclass_json_config`
`explanation_algo`
`explanation_nsamples`
`model_server_cpu`
`model_server_memory`
`enabled`

static clean_nones(d)#

Helper function to filter out None objects from a json or dictionary representation of an object

Parameters: d – a Dictionary or Json representation of an ArthurBaseJsonDataclass object
Returns: Dictionary of the object with all None components removed

to_dict(skip_none=True)#

Creates a dictionary representation of this object

This function can be applied to any extension of the ArthurBaseJsonDataClass

Return type: dict
Returns: Dictionary of object data

to_json(skip_none=True)#

Creates a json representation of this object

This function can be applied to any extension of the ArthurBaseJsonDataClass

Return type: str
Returns: json of object data