simpleml.orm.model
ORM module for model objects
Module Contents
Classes
Base class for all Model objects. Defines the required |
Attributes
- class simpleml.orm.model.ORMModel[source]
Bases:
simpleml.orm.persistable.ORMPersistable
Base class for all Model objects. Defines the required parameters for versioning and all other metadata can be stored in the arbitrary metadata field
params: model parameter metadata for easy insight into hyperparameters across trainings feature_metadata: metadata insight into resulting features and importances
- pipeline_id: foreign key relation to the pipeline used to transform input to the model
(training is also dependent on originating dataset but scoring only needs access to the pipeline)