Library and standards for schema and statistics.
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Meta
Author: Google Inc.
Requires Python: >=2.7,<4
Classifiers
Development Status
- 4 - Beta
Intended Audience
- Developers
- Education
- Science/Research
License
- OSI Approved :: Apache Software License
Operating System
- OS Independent
Programming Language
- Python
- Python :: 2
- Python :: 2.7
- Python :: 3
- Python :: 3.4
- Python :: 3.5
- Python :: 3.6
- Python :: 3.7
Topic
- Scientific/Engineering :: Artificial Intelligence
- Scientific/Engineering :: Mathematics
- Software Development
- Software Development :: Libraries
- Software Development :: Libraries :: Python Modules
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.
The metadata may be produced by hand or automatically during input data analysis, and may be consumed for data validation, exploration, and transformation.
1.17.2
Jun 24, 2025
1.17.1
Apr 10, 2025
1.17.0
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1.16.1
Oct 09, 2024
1.16.0
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1.15.0
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1.14.0
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1.13.1
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1.2.0
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1.1.0
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1.0.0
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0.30.0
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0.22.2
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0.22.1
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0.21.2
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0.21.1
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0.21.0
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0.15.2
Dec 19, 2019
0.15.1
Nov 14, 2019
0.15.0
Oct 07, 2019
0.14.0
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0.13.0
Mar 06, 2019
0.12.1
Feb 21, 2019
0.9.0
Aug 31, 2018
0.6.0
Jul 23, 2018
0.5.0
Mar 06, 2018
