djai.model.models.ml.skl module

DjAI SciKit-Learn Machine Learning Model class.

class djai.model.models.ml.skl.SKLModel(*args, **kwargs)

Bases: djai.model.models.base._AIModelWithArtifactFilesABC

DjAI SciKit-Learn Machine Learning Model class.

class Meta

Bases: djai.model.models.base._AIModelWithArtifactFilesABC.Meta

Django Model Class Metadata.

abstract = False

aimodel_ptr

Accessor to the related object on the forward side of a one-to-one relation.

In the example:

class Restaurant(Model):
    place = OneToOneField(Place, related_name='restaurant')

Restaurant.place is a ForwardOneToOneDescriptor instance.

aimodel_ptr_id

artifact_global_url: django.db.models.fields.CharField

A wrapper for a deferred-loading field. When the value is read from this object the first time, the query is executed.

artifact_local_path: django.db.models.fields.CharField

A wrapper for a deferred-loading field. When the value is read from this object the first time, the query is executed.

load() → None

Load the Model’s native object from it artifact file.

polymorphic_primary_key_name = 'uuid'

polymorphic_super_sub_accessors_replaced = False

save(*args, **kwargs)

Save the Model into the DB, and its native object into file.