# tfx-addons

**Repository Path**: mirrors_tensorflow/tfx-addons

## Basic Information

- **Project Name**: tfx-addons
- **Description**: Developers helping developers.  TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX.  The projects are organized under the auspices of the special interest group, SIG TFX-Addons.  Join  the group at http://goo.gle/tfx-addons-group
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-03-17
- **Last Updated**: 2026-03-15

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# TFX Addons

[![TFX Addons package CI](https://github.com/tensorflow/tfx-addons/actions/workflows/ci.yml/badge.svg)](https://github.com/tensorflow/tfx-addons/actions/workflows/ci.yml)
[![TFX Addons CI for examples](https://github.com/tensorflow/tfx-addons/actions/workflows/ci_examples.yml/badge.svg)](https://github.com/tensorflow/tfx-addons/actions/workflows/ci_examples.yml)
[![PyPI](https://badge.fury.io/py/tfx-addons.svg)](https://badge.fury.io/py/tfx-addons)


SIG TFX-Addons is a community-led open source project. As such, the project depends on public contributions, bug fixes, and documentation. This project adheres to the [TensorFlow Code of Conduct](https://github.com/tensorflow/tensorflow/blob/master/CODE_OF_CONDUCT.md). By participating, you are expected to uphold this code.

## Maintainership

The maintainers of TensorFlow Addons can be found in the [CODEOWNERS](https://github.com/tensorflow/tfx-addons/blob/main/CODEOWNERS) file of the repo. If you would
like to maintain something, please feel free to submit a PR. We encourage multiple 
owners for all submodules.


## Installation

TFX Addons is available on PyPI for all OS. To install the latest version, 
run the following:

```
pip install tfx-addons
```

To ensure you have a compatible version of dependencies for any given project, 
you can specify the project name  as an extra requirement during install:

```
pip install tfx-addons[feast_examplegen,schema_curation]
``` 

To use TFX Addons:

```python
from tfx import v1 as tfx
import tfx_addons as tfxa

# Then you can easily load projects tfxa.{project_name}. Ex:

tfxa.feast_examplegen.FeastExampleGen(...)

```


## TFX Addons projects

* [tfxa.feast_examplegen](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/feast_examplegen) 
* [tfxa.feature_selection](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/feature_selection)
* [tfxa.firebase_publisher](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/firebase_publisher)
* [tfxa.huggingface_pusher](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/huggingface_pusher)
* [tfxa.message_exit_handler](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/message_exit_handler) 
* [tfxa.mlmd_client](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/mlmd_client) 
* [tfxa.model_card_generator](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/model_card_generator)
* [tfxa.pandas_transform](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/pandas_transform) 
* [tfxa.predictions_to_bigquery](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/predictions_to_bigquery) 
* [tfxa.sampling](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/sampling)
* [tfxa.schema_curation](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/schema_curation) 
* [tfxa.xgboost_evaluator](https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/xgboost_evaluator)
 

Check out [proposals](https://github.com/tensorflow/tfx-addons/tree/main/proposals) for a list of existing or upcoming projects proposals for TFX Addons.


## Tutorials and examples
See [`examples/`](examples/)
for end-to-end examples of various addons.

## Contributing

TFX Addons is a community-led project. Please have a look at our contributing and development guides if you want to contribute to the project: [CONTRIBUTING.md](https://github.com/tensorflow/tfx-addons/blob/main/CONTRIBUTING.md)

### Meeting cadence:

We meet bi-weekly on Wednesday. Check out our [Meeting notes](https://docs.google.com/document/d/1T0uZPoZhwNStuKkeCNsfE-kfc-PINISKIitYxkTK3Gw/edit?resourcekey=0-N9vT9Tn171wYplyYn4IPjQ) and join [sig-tfx-addons@tensorflow.com](https://groups.google.com/a/tensorflow.org/g/sig-tfx-addons) to get invited to the meeting.

## Package releases

Check out [RELEASE.md](https://github.com/tensorflow/tfx-addons/blob/main/RELEASE.md) to learn how TFX Addons is released.

## Resources

- [sig-tfx-addons@tensorflow.org](https://groups.google.com/a/tensorflow.org/g/sig-tfx-addons) – Join our Google group
- [tfx@tensorflow.org](https://groups.google.com/a/tensorflow.org/g/tfx) – General TFX mailing list
- [TFX Addons Slack](https://tfxaddons.slack.com) -  join [here](https://join.slack.com/t/tfxaddons/shared_invite/zt-tu1981lj-npIhRSHF8gl9G0ldUovbcw)
- [SIG Repository](http://github.com/tensorflow/tfx-addons) (this repo)
- [SIG Charter](https://github.com/tensorflow/community/blob/master/sigs/tfx-addons/CHARTER.md)