ScaleOut Machine Learning Training Tool™

The ScaleOut Machine Learning Training Tool is a GUI development environment for training, importing and packaging machine learning algorithms for use by C# Digital Twin models for anomaly detection.

The tool supports:

• Training of a new ML.NET algorithm

• Importing an existing TensorFlow algorithm that is already trained.

The following sections describe how to use the tool by stepping through a guided wizard to create a deployment-ready package to use in a C# Digital Twin model.

• Prerequisites
• Create and Train an ML.NET Machine Learning Algorithm
• Import an Existing TensorFlow Trained Algorithm
• Use a Trained Algorithm (ML.NET or TensorFlow) for C# Digital Twins
• Continuous Learning for Algorithms used in C# Digital Twins

Note

The ScaleOut Machine Learning Training Tool is currently only available for supported Microsoft Windows/Windows Server operating systems.