tensorflow-metadata 0.22.2


pip install tensorflow-metadata==0.22.2

Project Links

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

Python PyPI

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.

Wheel compatibility matrix

Platform Python 2 Python 3
any

Files in release

Extras: None
Dependencies:
googleapis-common-protos
protobuf (<4,>=3.7)