Metadata-Version: 1.1
Name: cloudml-hypertune
Version: 0.1.0.dev2
Summary: A library to report Google CloudML Engine HyperTune metrics.
Home-page: http://pypi.python.org/pypi/hypertune/
Author: Google CloudML Engine
Author-email: cloudml-feedback@google.com
License: Apache Software License
Description: cloudml-hypertune - Helper Functions for CloudML Engine Hypertune Services.
        ===========================================================================
        
        ``cloudml-hypertune`` provides functionalities to report metrics for `Google CloudML
        Engine Hyperparameter Tuning Service <https://cloud.google.com/ml-engine/docs/tensorflow/hyperparameter-tuning-overview>`__.
        
        Installation
        ------------
        
        Install via `pip <https://pypi.python.org/pypi/pip>`__:
        
        ::
        
            pip install cloudml-hypertune
        
        
        Prerequisites
        -------------
        
        -  Google CloudML Engine `Hyperparameter Tuning
           Overview <https://cloud.google.com/ml-engine/docs/tensorflow/hyperparameter-tuning-overview>`__.
        
        
        Usage
        -----
        
        .. code:: python
        
            import hypertune
        
            hpt = hypertune.HyperTune()
            hpt.report_hyperparameter_tuning_metric(
                hyperparameter_metric_tag='my_metric_tag',
                metric_value=0.987,
                global_step=1000)
        
        By default, the metric entries will be stored to ``/var/hypertune/outout.metric`` in json format:
        
        ::
        
            {"global_step": "1000", "my_metric_tag": "0.987", "timestamp": 1525851440.123456, "trial": "0"}
        
        
        Licensing
        ---------
        
        - Apache 2.0
        
Keywords: ml hyperparameter tuning
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Internet
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: System :: Distributed Computing
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.5
Classifier: Operating System :: POSIX
Classifier: Operating System :: MacOS
Classifier: Operating System :: Unix
