ml-metadata | Python Package Wiki

Based on how often these packages appear together in public requirements.txt files on GitHub.

tensorflow-serving-api	TensorFlow Serving Python API.
tfx-bsl	tfx_bsl (TFX Basic Shared Libraries) contains libraries shared by many TFX (TensorFlow eXtended) libraries and components.
tfx	TensorFlow Extended (TFX) is a TensorFlow-based general-purpose machine learning platform implemented at Google
google-cloud-dlp	Cloud Data Loss Prevention (DLP) API API client library
tensorflow-model-analysis	A library for analyzing TensorFlow models
tensorflow-transform	A library for data preprocessing with TensorFlow
yamale	A schema and validator for YAML.
tensorflow-data-validation	A library for exploring and validating machine learning data.
keras-tuner	Hypertuner for Keras
tensorflow-metadata	Library and standards for schema and statistics.
grpcio-gcp	gRPC extensions for Google Cloud Platform
kfp-server-api	Kubeflow Pipelines API
google-cloud-videointelligence	Google Cloud Video Intelligence API client library
opt-einsum	Optimizing numpys einsum function
strip-hints	Function and command-line program to strip Python type hints.
tensorboard-plugin-wit	What-If Tool TensorBoard plugin.
papermill	Parametrize and run Jupyter and nteract Notebooks
argo-models	Generated openapi models for Argo objects.
astunparse	An AST unparser for Python

Proportion of downloaded versions in the last 3 months (only versions over 1%).

pip install ml-metadata==1.4.0