MindSphere Application Subscribers

Predictive Learning

What's new?

  • Within this release we provide UI support for Docker model creation/uploading and automated execution.

  • Python 2 support will be phased out. You will experience several deprecation warnings within Predictive Learning. The environment Controller templates contain deprecated (Python2 based) and new configurations (labeled with “Second Gen”).

  • The actual output of running jobs will contain warnings and deprecation hints similar to this one:

    • "[DEPRECATION WARNING] This template uses Python 2.7.4 by default. This template will be removed. Please update existing Environment Controller configurations to a newer template and update this current job with the new configuration. Any new template will not have helper libraries installed. Please make sure that your models will install the appropriate libraries needed to run (e.g. awscli, boto, botocore, seaborn etc)." 

  • API calls reflect these messages as well.

  • You should be aware of your library needs and know what is installed, and act based on that. This means you have to update your models to install the libraries that you used to have preinstalled.