relevanceai.operations_new.scaling.models.base

Module Contents

class relevanceai.operations_new.scaling.models.base.ScalerModelBase

Helper class that provides a standard way to create an ABC using inheritance.

model_name :str

alias :Union[str, None]

static import_from_string(name)

It takes a string, splits it on the period, and then imports the module

Parameters

name – The name of the class to import.

Return type

The module object.

vector_name(self, field: str) → str

If the alias is a string, then return the alias if it contains the string “_vector_”, otherwise return the alias with “_vector_” appended to it.

If the alias is not a string, then return “concat_model_name_vector_” if there are more than one fields, otherwise return “field_model_name_vector_”

Parameters

fields (List[str]) – List[str]

Return type

The name of the vector.

abstract fit(self, *args, **kwargs) → None

abstract fit_transform(self, *args, **kwargs) → Any