1.0.0 - 2022.04.21

AI SDK Release Notes

Product
AI Software Development Kit
Product Version
2.1.0
Language
en-US

Initial released version.Main features include:

  • Basic scikit-learn pipeline elements for building machine learning models that process time series of aligned signals.

  • Python API for packaging trained models into pipeline configuration packages to be executed on AI Inference Server.

    • Supports pipeline configurations with multiple components running in isolated Python environments.

    • Supports PEP 440 public version identifiers to specify required inference serving environment.

    • Supports providing required Python packages as wheels.

  • Python API to check availability of required Python packages for AI Inference Server.

  • Python API to drive pipeline configuration packages with test data.

    • Creates required inference serving environment automatically.

    • Supports test driving the pipeline as a whole or component-by-component.

    • Provides a local mock of the logging interface on AI Inference Server.

  • Tested on Linux and Windows.