Manual Update of ML Algorithm

Whether you use automated retraining or data gathering only, you are free to upload a new algorithm version at any point. As long as you maintain the same input and output schema, algorithm reference name, the digital twins will be able to reload the uploaded algorithm without the need to redeploy the digital twin model itself.

Navigate to the Machine Learning tab of the digital twin model.

On that page, click on the “Replace Algorithm” link:

A pop-up window will appear to allow you to provide a new Zip file produced by the ScaleOut Machine Learning Training Tool.

As long as the input/output schema, properties and reference names are the same as the original algorithm, the new algorithm version will be made available immediately to all digital twin instances.