tfx-addons 0.7.0rc0
TFX Addons libraries
Requires Python: >=3.7

# TFX Addons

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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)