https://github.com/tensorflow/metadata

Utilities for passing TensorFlow-related metadata between tools
https://github.com/tensorflow/metadata

Last synced: 7 days ago
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Utilities for passing TensorFlow-related metadata between tools

• Host: GitHub
• URL: https://github.com/tensorflow/metadata
• Owner: tensorflow
• License: apache-2.0
• Created: 2017-06-30T17:48:01.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2024-11-24T17:01:22.000Z (3 months ago)
• Last Synced: 2025-02-07T22:11:12.385Z (14 days ago)
• Language: Python
• Size: 434 KB
• Stars: 107
• Watchers: 17
• Forks: 50
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-production-machine-learning - TensorFlow Metadata - TensorFlow Metadata provides standard representations for metadata that are useful when training machine learning models with TensorFlow. (Metadata Management)

README

        
# 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.