# 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.
Raw data
{
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"name": "tensorflow-metadata",
"maintainer": "",
"docs_url": null,
"requires_python": ">=3.8,<4",
"maintainer_email": "",
"keywords": "tensorflow metadata tfx",
"author": "Google Inc.",
"author_email": "tensorflow-extended-dev@googlegroups.com",
"download_url": "https://github.com/tensorflow/metadata/tags",
"platform": null,
"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",
"bugtrack_url": null,
"license": "Apache 2.0",
"summary": "Library and standards for schema and statistics.",
"version": "1.14.0",
"project_urls": {
"Download": "https://github.com/tensorflow/metadata/tags"
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