tensorflow-metadata


Nametensorflow-metadata JSON
Version 1.14.0 PyPI version JSON
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home_page
SummaryLibrary and standards for schema and statistics.
upload_time2023-08-09 21:48:31
maintainer
docs_urlNone
authorGoogle Inc.
requires_python>=3.8,<4
licenseApache 2.0
keywords tensorflow metadata tfx
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # TensorFlow Metadata

[![Python](https://img.shields.io/badge/python%20-3.8%7C3.9-blue)](https://github.com/tensorflow/metadata)
[![PyPI](https://badge.fury.io/py/tensorflow-metadata.svg)](https://badge.fury.io/py/tensorflow-metadata)

TensorFlow Metadata provides standard representations for metadata that are
useful when training machine learning models with TensorFlow.

The metadata serialization formats include:

* A schema describing tabular data (e.g., tf.Examples).
* A collection of summary statistics over such datasets.
* A problem statement quantifying the objectives of a model.

The metadata may be produced by hand or automatically during input data
analysis, and may be consumed for data validation, exploration, and
transformation.

            

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    "description": "# TensorFlow Metadata\n\n[![Python](https://img.shields.io/badge/python%20-3.8%7C3.9-blue)](https://github.com/tensorflow/metadata)\n[![PyPI](https://badge.fury.io/py/tensorflow-metadata.svg)](https://badge.fury.io/py/tensorflow-metadata)\n\nTensorFlow Metadata provides standard representations for metadata that are\nuseful when training machine learning models with TensorFlow.\n\nThe metadata serialization formats include:\n\n* A schema describing tabular data (e.g., tf.Examples).\n* A collection of summary statistics over such datasets.\n* A problem statement quantifying the objectives of a model.\n\nThe metadata may be produced by hand or automatically during input data\nanalysis, and may be consumed for data validation, exploration, and\ntransformation.\n",
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