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azureml-monitoring

Microsoft Azure Machine Learning Python SDK for collecting model data during operationalization

  • 0.1.0a21
  • PyPI
  • Socket score

Maintainers
5

Microsoft Azure Machine Learning Data Collection API for Python

This package has been tested with Python 2.7 and 3.5.

This is a preview release

The SDK is being released as a preview, for gathering feedback.

Future releases are subject to breaking changes.

.. :changelog:

Release History

0.1.0a15 (2019-05-14) ^^^^^^^^^^^^^^^^^^^^^

  • change 'identifier' keyword param to 'designation', Supported designations: 'inputs', 'predictions', 'labels', 'signals, 'general'
  • add 'collection_name' paramter to intialization params
  • collect method for 'inputs' designation now returns a dictionary with correlation data
  • add_correlations method added. This method will take input data and correlation data, and augment input data with correlations

0.1.0a1 (2017-05-30) ^^^^^^^^^^^^^^^^^^^^

  • Preview release.

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