tensorflow-metadata

Name	tensorflow-metadata JSON
Version	1.16.1 JSON
	download
home_page	None
Summary	Library and standards for schema and statistics.
upload_time	2024-10-09 19:57:12
maintainer	None
docs_url	None
author	Google Inc.
requires_python	<4,>=3.9
license	Apache 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%7C3.9%7C3.10%7C3.11-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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    "author": "Google Inc.",
    "author_email": "tensorflow-extended-dev@googlegroups.com",
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    "description": "# TensorFlow Metadata\n\n[![Python](https://img.shields.io/badge/python%7C3.9%7C3.10%7C3.11-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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    "license": "Apache 2.0",
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