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Module: tfa  |  TensorFlow Addons

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track-metadata-eventdetail="/addons/api_docs/python/tfa/losses/giou_loss" ><span class="devsite-nav-text" tooltip>giou_loss</span></a></li><li class="devsite-nav-item"><a href="/addons/api_docs/python/tfa/losses/lifted_struct_loss" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /addons/api_docs/python/tfa/losses/lifted_struct_loss" track-type="bookNav" track-name="click" track-metadata-eventdetail="/addons/api_docs/python/tfa/losses/lifted_struct_loss" ><span class="devsite-nav-text" tooltip>lifted_struct_loss</span></a></li><li class="devsite-nav-item"><a href="/addons/api_docs/python/tfa/losses/npairs_loss" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /addons/api_docs/python/tfa/losses/npairs_loss" track-type="bookNav" track-name="click" track-metadata-eventdetail="/addons/api_docs/python/tfa/losses/npairs_loss" ><span 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track-metadata-eventdetail="/addons/api_docs/python/tfa/metrics/SpearmansRank" ><span class="devsite-nav-text" tooltip>SpearmansRank</span></a></li><li class="devsite-nav-item"><a href="/addons/api_docs/python/tfa/metrics/hamming_distance" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /addons/api_docs/python/tfa/metrics/hamming_distance" track-type="bookNav" track-name="click" track-metadata-eventdetail="/addons/api_docs/python/tfa/metrics/hamming_distance" ><span class="devsite-nav-text" tooltip>hamming_distance</span></a></li><li class="devsite-nav-item"><a href="/addons/api_docs/python/tfa/metrics/hamming_loss_fn" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /addons/api_docs/python/tfa/metrics/hamming_loss_fn" track-type="bookNav" track-name="click" track-metadata-eventdetail="/addons/api_docs/python/tfa/metrics/hamming_loss_fn" 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See the full announcement <a style="color:#d50000;background:none" href="/addons">here</a> or on <a style="color:#d50000;background:none" href="https://github.com/tensorflow/addons/issues/2807">github</a>. </p> </div> </div> </div> <div class="devsite-article-meta nocontent" role="navigation"> <ul class="devsite-breadcrumb-list" aria-label="Breadcrumb"> <li class="devsite-breadcrumb-item "> <a href="https://www.tensorflow.org/" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="1" track-type="globalNav" track-name="breadcrumb" track-metadata-position="1" track-metadata-eventdetail="TensorFlow" > TensorFlow </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://www.tensorflow.org/resources" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="2" track-type="globalNav" track-name="breadcrumb" track-metadata-position="2" track-metadata-eventdetail="" > Resources </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://www.tensorflow.org/addons" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="3" track-type="globalNav" track-name="breadcrumb" track-metadata-position="3" track-metadata-eventdetail="TensorFlow Addons" > Addons </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://www.tensorflow.org/addons/api_docs/python/tfa" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="4" track-type="globalNav" track-name="breadcrumb" track-metadata-position="4" track-metadata-eventdetail="" > API </a> </li> </ul> <devsite-thumb-rating position="header"> </devsite-thumb-rating> </div> <h1 class="devsite-page-title" tabindex="-1"> Module: tfa </h1> <devsite-feature-tooltip ack-key="AckCollectionsBookmarkTooltipDismiss" analytics-category="Site-Wide Custom Events" analytics-action-show="Callout Profile displayed" analytics-action-close="Callout Profile dismissed" analytics-label="Create Collection Callout" class="devsite-page-bookmark-tooltip nocontent" dismiss-button="true" id="devsite-collections-dropdown" dismiss-button-text="Dismiss" close-button-text="Got it"> <devsite-bookmark></devsite-bookmark> <span slot="popout-heading"> Stay organized with collections </span> <span slot="popout-contents"> Save and categorize content based on your preferences. </span> </devsite-feature-tooltip> <div class="devsite-page-title-meta"><devsite-view-release-notes></devsite-view-release-notes></div> <devsite-toc class="devsite-nav" depth="2" devsite-toc-embedded > </devsite-toc> <div class="devsite-article-body clearfix "> <p></p> <!-- DO NOT EDIT! Automatically generated file. --> <div itemscope itemtype="http://developers.google.com/ReferenceObject"> <meta itemprop="name" content="tfa" /> <meta itemprop="path" content="Stable" /> </div> <!-- Insert buttons and diff --> <table class="tfo-notebook-buttons tfo-api nocontent" align="left"> <td> <a target="_blank" href="https://github.com/tensorflow/addons/blob/v0.20.0/tensorflow_addons/__init__.py"> <img src="https://www.tensorflow.org/images/GitHub-Mark-32px.png"> View source on GitHub </a> </td> </table> <p>Useful extra functionality for TensorFlow maintained by SIG-addons.</p> <h2 id="modules" data-text="Modules" tabindex="-1">Modules</h2> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/activations"><code translate="no" dir="ltr">activations</code></a> module: Additional activation functions.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/callbacks"><code translate="no" dir="ltr">callbacks</code></a> module: Additional callbacks that conform to Keras API.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/image"><code translate="no" dir="ltr">image</code></a> module: Additional image manipulation ops.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/layers"><code translate="no" dir="ltr">layers</code></a> module: Additional layers that conform to Keras API.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/losses"><code translate="no" dir="ltr">losses</code></a> module: Additional losses that conform to Keras API.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/metrics"><code translate="no" dir="ltr">metrics</code></a> module: Additional metrics that conform to Keras API.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/optimizers"><code translate="no" dir="ltr">optimizers</code></a> module: Additional optimizers that conform to Keras API.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/options"><code translate="no" dir="ltr">options</code></a> module</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/rnn"><code translate="no" dir="ltr">rnn</code></a> module: Additional RNN cells that corform to Keras API.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/seq2seq"><code translate="no" dir="ltr">seq2seq</code></a> module: Additional layers for sequence to sequence models.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/text"><code translate="no" dir="ltr">text</code></a> module: Additional text-processing ops.</p> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/types"><code translate="no" dir="ltr">types</code></a> module: Types for typing functions signatures.</p> <h2 id="functions" data-text="Functions" tabindex="-1">Functions</h2> <p><a href="https://www.tensorflow.org/addons/api_docs/python/tfa/register_all"><code translate="no" dir="ltr">register_all(...)</code></a>: Register TensorFlow Addons&#39; objects in TensorFlow global dictionaries.</p> </div> <devsite-thumb-rating position="footer"> </devsite-thumb-rating> <div class="devsite-floating-action-buttons"> </div> </article> <devsite-content-footer class="nocontent"> <p>Except as otherwise noted, the content of this page is licensed under the <a href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 License</a>, and code samples are licensed under the <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache 2.0 License</a>. 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