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59 changes: 59 additions & 0 deletions _book.yaml
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upper_tabs:
- name: "Install"
lower_tabs:
guides:
- include: /install/_toc.yaml

- name: "Learn"
path: /learn/
is_default: true
menu:
- include: /learn/_menu_toc.yaml
lower_tabs:
other:
- name: "Tutorials"
contents:
- include: /tfx/tutorials/_toc.yaml
- name: "Guide"
contents:
- include: /tfx/guide/_toc.yaml
- name: "TFX-Addons"
contents:
- title: TFX-Addons
path: /tfx/addons
- name: API
skip_translation: true
contents:
- title: TFX API
path: /tfx/api_overview
- heading: TFX V1
- include: /tfx/api_docs/python/tfx/v1/_toc.yaml
- heading: Data Validation
- include: /tfx/data_validation/api_docs/python/tfdv/_toc.yaml
- heading: Transform
- include: /tfx/transform/api_docs/python/tft/_toc.yaml
- break: true
- include: /tfx/transform/api_docs/python/tft_beam/_toc.yaml
- heading: Model Analysis
- include: /tfx/model_analysis/api_docs/python/tfma/_toc.yaml
- heading: Serving
- title: Client API (REST)
path: /tfx/serving/api_rest/
- title: Client API (gRPC)
path: https://github.com/tensorflow/serving/tree/master/tensorflow_serving/apis
status: external
- title: Server API (C++)
section:
- title: Overview
path: /tfx/serving/api_docs/cc/
- include: /tfx/serving/api_docs/cc/_doxygen.yaml
- heading: ML Metadata
- include: /tfx/ml_metadata/api_docs/python/mlmd/_toc.yaml
- heading: TF Metadata
- include: /tfx/tf_metadata/api_docs/python/tfmd/proto/_toc.yaml
- heading: tfx_bsl
- include: /tfx/tfx_bsl/api_docs/python/tfx_bsl/public/_toc.yaml

- include: /api_docs/_upper_tabs_api.yaml
- include: /resources/_upper_tabs_resources.yaml
- include: /_upper_tabs_right.yaml
155 changes: 155 additions & 0 deletions addons/_index.yaml
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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
# ==============================================================================
book_path: /tfx/_book.yaml
project_path: /tfx/_project.yaml
description: A library of useful extra functionality for TFX, created and maintained by
the SIG TFX-Addons community.
landing_page:
custom_css_path: /site-assets/css/style.css
rows:
- heading: Community-developed components, examples, and tools for TFX
items:
- classname: devsite-landing-row-50
description: >
<p>
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.
</P><P>
<a target='#' href='http://goo.gle/tfx-addons-group'>Join the community and
share your work with the world!</a>
</p>
code_block: |
<p>
TFX-Addons is available on PyPI for all OS. To install the latest version, run:
</p>
<pre class = "prettyprint">
pip install tfx-addons
</pre>
<p>
You can then use TFX-Addons like this:
</p>
<pre class = "prettyprint">
from tfx import v1 as tfx
import tfx_addons as tfxa
# Then you can easily load projects tfxa.{project_name}. For example:
tfxa.feast_examplegen.FeastExampleGen(...)
</pre>
- classname: devsite-landing-row-cards
items:
- heading: "Feast ExampleGen Component"
description: >
<p>An
<a target='#' href='https://www.tensorflow.org/tfx/guide/examplegen'>ExampleGen</a>
component for ingesting datasets from a
<a target='#' href='https://feast.dev/'>Feast Feature Store</a>.</p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/feast_examplegen
buttons:
- label: "Feast ExampleGen"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/feast_examplegen
- heading: "Feature Selection Component"
description: >
<p>Perform feature selection using various algorithms
with this TFX component.</p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/feature_selection
buttons:
- label: "Feature Selection"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/feature_selection
- heading: "Firebase Publisher Component"
description: >
<p>A TFX component to publish/update ML models to
<a target='#' href='https://firebase.google.com/products/ml'>Firebase ML.</a></p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/firebase_publisher
buttons:
- label: "Firebase Publisher"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/firebase_publisher
- heading: "Hugging Face Pusher Component"
description: >
<p>Pushes a blessed model to the
<a target='#' href='https://huggingface.co/models'>Hugging Face Model Hub.</a>
Optionally pushes the application to the
<a target='#' href='https://huggingface.co/spaces'>Hugging Face Spaces Hub.</a></p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/huggingface_pusher
buttons:
- label: "Hugging Face Pusher"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/huggingface_pusher
- heading: "Message Exit Handler Component"
description: >
<p>Handle the completion or failure of a pipeline by notifying users, including any error
messages.</p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/message_exit_handler
buttons:
- label: "Message Exit Handler"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/message_exit_handler
- heading: "MLMD Client Library"
description: >
<p>Client library to inspect content in
<a target='#' href='https://www.tensorflow.org/tfx/guide/mlmd'>ML Metadata</a>
populated by TFX pipelines.</p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/mlmd_client
buttons:
- label: "MLMD Client"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/mlmd_client
- heading: "Model Card Generator"
description: >
<p>The ModelCardGenerator takes
<a target='#' href='https://www.tensorflow.org/tfx/guide/statsgen'>dataset statistics</a>,
<a target='#' href='https://www.tensorflow.org/tfx/guide/evaluator'>model evaluation</a>,
and a <a target='#' href='https://www.tensorflow.org/tfx/guide/pusher'>pushed model</a>
to automatically populate parts of a model card.</p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/model_card_generator
buttons:
- label: "Model Card Generator"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/model_card_generator
- heading: "Pandas Transform Component"
description: >
<p>Use <a target='#' href='https://pandas.pydata.org/'>Pandas dataframes</a>
instead of the standard Transform component for your feature engineering. Processing is
distributed using <a target='#' href='https://beam.apache.org/'>Apache Beam</a>
for scalability.</p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/pandas_transform
buttons:
- label: "Pandas Transform"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/pandas_transform
- heading: "Sampling Component"
description: >
<p>A TFX component to sample data from examples, using probabilistic estimation.</p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/sampling
buttons:
- label: "Sampling"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/sampling
- heading: "Schema Curation Component"
description: >
<p>Apply user code to a schema produced by the
<a target='#' href='https://www.tensorflow.org/tfx/guide/schemagen'>SchemaGen component</a>,
and curate it based on domain knowledge.</p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/schema_curation
buttons:
- label: "Schema Curation"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/schema_curation
- heading: "XGBoost Evaluator Component"
description: >
<p>Evaluate
<a target='#' href='https://xgboost.ai/'>XGBoost</a>
models by extending the standard
<a target='#' href='https://www.tensorflow.org/tfx/guide/evaluator'>Evaluator component</a>.
</p>
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/xgboost_evaluator
buttons:
- label: "XGBoost Evaluator"
path: https://github.com/tensorflow/tfx-addons/tree/main/tfx_addons/xgboost_evaluator
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