Key methods of Model

All usage in superduperdb proceeds by changing or setting the attributes of a Component and then calling db.apply.

However it may be useful to know that the following methods specific to Model play a key role. See here for an overview of key-methods specific to Component.

Method	Description	Optional
Model.predict	Predict on a single data-point	FALSE
Model.predict_batches	Predict on batches of data-points	FALSE
Model.predict_in_db	Predict and save predictions in db	FALSE
Model.predict_in_db_job	predict_in_db as compute job	FALSE
Model.validate	Validate on datasets with metrics	FALSE
Model.validate_in_db	Validate on datasets with metrics and save in db	FALSE
Model.validate_in_db_job	validate_in_db as job	FALSE
Model.fit	Fit on datasets	TRUE
Model.fit_in_db	Fit on data in db	TRUE
Model.fit_in_db_job	.fit_in_db as job	TRUE