Machine Learning

Build 10.6.0.1.1

• Support for ONNX models:
  • Dedicated microservice which allows deployment and management of ONNX models.
  • Updated UI to enable ONNX model management and inferencing.
• Support for Multi-Variate State Space Models:
  • Representation and computation of confidence intervals as an output for state space models.
  • Support for multi-valued output for multi-step forecasts and confidence intervals.
• Enable grouping of multiple models:
  • Models with homogenous input/output schema can be added to a logical group.
  • Inferencing can be done on a model group – one or more models at the same time.
  • Grouping also allows combining multiple versions of same model into a logical group.
• Performance improvements to the job scheduling feature by including pagination.