2. Register new model
The first step to integrate your model is to register it.
Model registration is a super easy step, as Superwise does not require the model artifact.
To register a new model, you will just need to supply basic metadata about the model.
Pay attention!
After creating a model for a particular project, there is no way to change its location
Registering a new model via the console
Registering a new model via the SDK
Install the SDK
To install and get started with our SDK visit our SDK docs
import os
from superwise import Superwise
from superwise.models.model import Model
os.environ['SUPERWISE_CLIENT_ID'] = 'REPLACE_WITH_YOUR_CLIENT'
os.environ['SUPERWISE_SECRET'] = 'REPLACE_WITH_YOUR_SECRET'
sw = Superwise()
diamond_model = Model(
name="Diamond Model",
description="Regression model which predict the diamond price"
project_id=project.id
)
diamond_model = sw.model.create(diamond_model)
print(f"New task Created - {diamond_model.id}")
Updated over 1 year ago