pip install tfx==1.2.1

TensorFlow Extended (TFX) is a TensorFlow-based general-purpose machine learning platform implemented at Google.

Source
Among top 1000 packages on PyPI.
Over 2.9M downloads in the last 90 days.

Commonly used with tfx

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

tfx-bsl

tfx_bsl (TFX Basic Shared Libraries) contains libraries shared by many TFX (TensorFlow eXtended) libraries and components.

tensorflow-model-analysis

A library for analyzing TensorFlow models

tensorflow-serving-api

TensorFlow Serving Python API.

yamale

A schema and validator for YAML.

ml-metadata

A library for maintaining metadata for artifacts.

google-cloud-dlp

Cloud Data Loss Prevention (DLP) API API client library

tensorflow-data-validation

A library for exploring and validating machine learning data.

keras-tuner

Hypertuner for Keras

tensorflow-transform

A library for data preprocessing with TensorFlow

tensorflow-metadata

Library and standards for schema and statistics.

papermill

Parametrize and run Jupyter and nteract Notebooks

grpcio-gcp

gRPC extensions for Google Cloud Platform

argo-models

Generated openapi models for Argo objects.

google-cloud-videointelligence

Google Cloud Video Intelligence API client library

kfp-server-api

Kubeflow Pipelines API

ansiwrap

textwrap, but savvy to ANSI colors and styles

nest-asyncio

Patch asyncio to allow nested event loops

nbclient

A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.

tensorboard-plugin-wit

What-If Tool TensorBoard plugin.

Version usage of tfx

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

0.28.0

38.44%

0.29.0

20.95%

0.30.0

15.19%

0.27.0

14.78%

0.23.0

3.82%

1.2.0

1.95%

0.26.4

1.16%