Project: tensorflow-metadata

Library and standards for schema and statistics.

Project Details

Latest version
1.14.0
Home Page
PyPI Page
https://pypi.org/project/tensorflow-metadata/

Project Popularity

PageRank
0.00607440426468059
Number of downloads
3227688

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.