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href="/datacollection/channel/"><span>Channel</span></a></li><li
class="level-2"><a class="final"
href="/datacollection/batchimport/"><span>Importing Data in
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href="/datacollection/analytics/"><span>Using Analytics
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href="/algorithm/"><span>Built-in Algorithm Libraries</span></a></li><li
class="level-2"><a class="final" href="/algorithm/switch/"><span>Switching to
Another Algorithm</span></a></li><li class="level-2"><a class="final"
href="/algorithm/multiple/"><span>Combining Multiple
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href="/algorithm/custom/"><span>Adding Your Own
Algorithms</span></a></li></ul></li><li class="level-1"><a class="expandible"
href="#"><span>ML Tuning and Evaluation</span></a><ul><li class="level-2"><a
class="final" href="/evaluation/"><span>Overview</span></a></li><li
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href="/evaluation/evaluationdashboard/"><span>Evaluation
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valuation Metrics</span></a></li><li class="level-2"><a class="final"
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Metrics</span></a></li></ul></li><li class="level-1"><a class="expandible"
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class="final" href="/system/"><span>Architecture Overview</span></a></li><li
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Start</span></a></li><li class="level-3"><a class="final"
href="/templates/recommendation/dase/"><span>DASE</span></a></li><li
class="level-3"><a class="fi
nal" href="/templates/recommendation/evaluation/"><span>Evaluation
Explained</span></a></li><li class="level-3"><a class="final"
href="/templates/recommendation/how-to/"><span>How-To</span></a></li><li
class="level-3"><a class="final"
href="/templates/recommendation/reading-custom-events/"><span>Read Custom
Events</span></a></li><li class="level-3"><a class="final"
href="/templates/recommendation/customize-data-prep/"><span>Customize Data
Preparator</span></a></li><li class="level-3"><a class="final"
href="/templates/recommendation/customize-serving/"><span>Customize
Serving</span></a></li><li class="level-3"><a class="final"
href="/templates/recommendation/training-with-implicit-preference/"><span>Train
with Implicit Preference</span></a></li><li class="level-3"><a class="final"
href="/templates/recommendation/blacklist-items/"><span>Filter Recommended
Items by Blacklist in Query</span></a></li><li class="level-3"><a class="final"
href="/templates/recommendation/batch-evaluator/"><
span>Batch Persistable Evaluator</span></a></li></ul></li><li
class="level-2"><a class="expandible" href="#"><span>E-Commerce
Recommendation</span></a><ul><li class="level-3"><a class="final"
href="/templates/ecommercerecommendation/quickstart/"><span>Quick
Start</span></a></li><li class="level-3"><a class="final"
href="/templates/ecommercerecommendation/dase/"><span>DASE</span></a></li><li
class="level-3"><a class="final"
href="/templates/ecommercerecommendation/how-to/"><span>How-To</span></a></li><li
class="level-3"><a class="final"
href="/templates/ecommercerecommendation/train-with-rate-event/"><span>Train
with Rate Event</span></a></li><li class="level-3"><a class="final"
href="/templates/ecommercerecommendation/adjust-score/"><span>Adjust
Score</span></a></li></ul></li><li class="level-2"><a class="expandible"
href="#"><span>Similar Product</span></a><ul><li class="level-3"><a
class="final" href="/templates/similarproduct/quickstart/"><span>Quick
Start</span></a></li><li clas
s="level-3"><a class="final"
href="/templates/similarproduct/dase/"><span>DASE</span></a></li><li
class="level-3"><a class="final"
href="/templates/similarproduct/how-to/"><span>How-To</span></a></li><li
class="level-3"><a class="final"
href="/templates/similarproduct/multi-events-multi-algos/"><span>Multiple
Events and Multiple Algorithms</span></a></li><li class="level-3"><a
class="final"
href="/templates/similarproduct/return-item-properties/"><span>Returns Item
Properties</span></a></li><li class="level-3"><a class="final"
href="/templates/similarproduct/train-with-rate-event/"><span>Train with Rate
Event</span></a></li><li class="level-3"><a class="final"
href="/templates/similarproduct/rid-user-set-event/"><span>Get Rid of Events
for Users</span></a></li><li class="level-3"><a class="final"
href="/templates/similarproduct/recommended-user/"><span>Recommend
Users</span></a></li></ul></li><li class="level-2"><a class="expandible"
href="#"><span>Classification</span></a><ul><li c
lass="level-3"><a class="final"
href="/templates/classification/quickstart/"><span>Quick
Start</span></a></li><li class="level-3"><a class="final"
href="/templates/classification/dase/"><span>DASE</span></a></li><li
class="level-3"><a class="final"
href="/templates/classification/how-to/"><span>How-To</span></a></li><li
class="level-3"><a class="final"
href="/templates/classification/add-algorithm/"><span>Use Alternative
Algorithm</span></a></li><li class="level-3"><a class="final"
href="/templates/classification/reading-custom-properties/"><span>Read Custom
Properties</span></a></li></ul></li></ul></li><li class="level-1"><a
class="expandible" href="#"><span>Engine Template Gallery</span></a><ul><li
class="level-2"><a class="final"
href="/gallery/template-gallery/"><span>Browse</span></a></li><li
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href="/community/submit-template/"><span>Submit your Engine as a
Template</span></a></li></ul></li><li class="level-1"><a class="expandible"
href="#"><span
>Demo Tutorials</span></a><ul><li class="level-2"><a class="final"
>href="/demo/tapster/"><span>Comics Recommendation Demo</span></a></li><li
>class="level-2"><a class="final" href="/demo/community/"><span>Community
>Contributed Demo</span></a></li><li class="level-2"><a class="final"
>href="/demo/textclassification/"><span>Text Classification Engine
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munity/projects/"><span>Community Projects</span></a></li></ul></li><li
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Cadence</span></a></li><li class="level-2"><a class="final"
href="/resources/intellij/"><span>Developing Engines with IntelliJ
IDEA</span></a></li><li class="level-2"><a class="final"
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class="level-2"><a class="final"
href="/resources/glossary/"><span>Glossary</span></a></li></ul></li><li
class="level-1"><a class="expandible" href="#"><spa
n>Apache Software Foundation</span></a><ul><li class="level-2"><a
class="final" href="https://www.apache.org/";><span>Apache
Homepage</span></a></li><li class="level-2"><a class="final"
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href="https://www.apache.org/foundation/thanks.html";><span>Thanks</span></a></li><li
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class="col-md-9 col-sm-12"><div class="content-header hidden-md
hidden-lg"><div id="breadcrumbs" class="hidden-sm hidden xs"><ul><li><a
href="/community/">Getting Involved</a><span
class="spacer">></span></li><li><span class="last">Community
Projects</span></li></ul></div><div id="page-title"><h1>Community Powered
Projects</h1></div></div><div id="table
-of-content-wrapper"><h5>On this page</h5><aside id="table-of-contents"><ul>
<li> <a href="#sdks">SDKs</a> </li> <li> <a
href="#magento-2-personalised-products-module">Magento 2 Personalised Products
Module</a> </li> <li> <a href="#vagrant-installation-for-predictionio">Vagrant
Installation for PredictionIO</a> </li> <li> <a
href="#docker-installation-for-predictionio">Docker Installation for
PredictionIO</a> </li> <li> <a
href="#another-docker-installation-for-predictionio">Another Docker
Installation for PredictionIO</a> </li> <li> <a
href="#third-docker-installation-for-predictionio">Third Docker Installation
for PredictionIO</a> </li> <li> <a
href="#graphx-parallel-simrank-algorithm">GraphX Parallel SimRank Algorithm</a>
</li> <li> <a href="#magento-similar-products-extension">Magento Similar
Products Extension</a> </li> </ul> </aside><hr/><a id="edit-page-link"
href="https://github.com/apache/incubator-predictionio/tree/livedoc/docs/manual/source/community/projects.html.md";><im
g src="/images/icons/edit-pencil-d6c1bb3d.png"/>Edit this page</a></div><div
class="content-header hidden-sm hidden-xs"><div id="breadcrumbs"
class="hidden-sm hidden xs"><ul><li><a href="/community/">Getting
Involved</a><span class="spacer">></span></li><li><span
class="last">Community Projects</span></li></ul></div><div
id="page-title"><h1>Community Powered Projects</h1></div></div><div
class="content"> <p>Here you will find great projects contributed by the Apache
PredictionIO (incubating) community. Stay tuned.</p><div class="alert-message
info"><p>If you have built a Apache PredictionIO-related project, we would love
to showcase it to the community! Simply edit <a
href="https://github.com/apache/incubator-predictionio/blob/livedoc/docs/manual/source/community/projects.html.md";>this
page</a> and submit a pull request.</p></div><h2 id='sdks'
class='header-anchors'>SDKs</h2><p>Community-powered SDKs are <a
href="/sdk/">separately listed</a>.</p><h2 id='magento-2-personalised-pro
ducts-module' class='header-anchors'>Magento 2 Personalised Products
Module</h2><p>URL: <a
href="https://github.com/richdynamix/personalised-products";>https://github.com/richdynamix/personalised-products</a></p><p>Personalised
Products is a Magento 2 module that will serve realtime predicted suggestions
for product upsells on the product page and complimentary suggestions for cross
sells on the basket page. All powered by PredictionIO using the <a
title="Similar Product"
href="/gallery/template-gallery/#recommender-systems">Similar Product</a>
engine and the <a title="Complementary Purchase"
href="/gallery/template-gallery/#unsupervised-learning">Complementary
Purchase</a> engine.</p> <ul> <li><p>Core Author: Steven Richardson</p></li>
<li><p>Status: It works with PredictionIO v0.9.5 - Under active
development</p></li> </ul> <h2 id='vagrant-installation-for-predictionio'
class='header-anchors'>Vagrant Installation for PredictionIO</h2><p>URL: <a
href="https://github.com/PredictionIO
/PredictionIO-Vagrant">https://github.com/PredictionIO/PredictionIO-Vagrant</a></p><p>Bring
Up PredictionIO 0.9.x VM with Vagrant.</p> <ul> <li><p>Core Author: Raphael
Mäder</p></li> <li><p>Status: It works with PredictionIO v0.8 - Under active
development</p></li> </ul> <h2 id='docker-installation-for-predictionio'
class='header-anchors'>Docker Installation for PredictionIO</h2><p>URL: <a
href="https://github.com/mingfang/docker-predictionio";>https://github.com/mingfang/docker-predictionio</a></p><p>Run
PredictionIO inside Docker.</p> <ul> <li><p>Core Author: Ming Fang</p></li>
<li><p>Status: It works with PredictionIO v0.8 - Under active
development</p></li> </ul> <h2
id='another-docker-installation-for-predictionio'
class='header-anchors'>Another Docker Installation for PredictionIO</h2><p>URL:
<a
href="https://github.com/sphereio/docker-predictionio";>https://github.com/sphereio/docker-predictionio</a></p><p>Docker
container for PredictionIO-based machine learning services.</p>
<ul> <li><p>Core Author: Fabian M. Borschel</p></li> <li><p>Status: It works
with PredictionIO v0.9.3 - Under active development</p></li> </ul> <h2
id='third-docker-installation-for-predictionio' class='header-anchors'>Third
Docker Installation for PredictionIO</h2><p>URL: <a
href="https://github.com/steveny2k/docker-predictionio";>https://github.com/steveny2k/docker-predictionio</a></p><p>Docker
container for PredictionIO-based machine learning services.</p> <ul>
<li><p>Maintainer: Steven Yan</p></li> <li><p>Status: Runs latest stable
version of PredictionIO v0.12.0 (as well as v0.10.0) - Under active
development</p></li> </ul> <h2 id='graphx-parallel-simrank-algorithm'
class='header-anchors'>GraphX Parallel SimRank Algorithm</h2><p>URL: <a
href="https://github.com/ZhouYii/PIO-Parallel-Simrank-Engine";>https://github.com/ZhouYii/PIO-Parallel-Simrank-Engine</a></p><p>Implementation
of Delta-Simrank algorithm using Spark's GraphX framework.</p> <ul>
<li><p>Core Author: Joey Zhou</p
></li> <li><p>Status: It works with PredictionIO v0.8 - Under active
>development</p></li> </ul> <h2 id='magento-similar-products-extension'
>class='header-anchors'>Magento Similar Products Extension</h2><p>URL: <a
>href="https://github.com/magento-hackathon/Predictionio";>https://github.com/magento-hackathon/Predictionio</a></p><p>Similar
> Products is a Magento extension that utilizes PredictionIO to create a more
>personalized suggestion of up-sell products on the Magento product page.</p>
><ul> <li><p>Core Author: Steven Richardson, Raphael Mäder & Damian
>Luszczymak</p></li> <li><p>Status: It works with PredictionIO v0.8 - Under
>active development</p></li> </ul> </div></div></div></div><footer><div
>class="container"><div class="seperator"></div><div class="row"><div
>class="col-md-6 footer-link-column"><div
>class="footer-link-column-row"><h4>Community</h4><ul><li><a
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>Projects</h1></div></div><div id="table-
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<li> <a href="#sdks">SDKs</a> </li> <li> <a
href="#magento-2-personalised-products-module">Magento 2 Personalised Products
Module</a> </li> <li> <a href="#vagrant-installation-for-predictionio">Vagrant
Installation for PredictionIO</a> </li> <li> <a
href="#docker-installation-for-predictionio">Docker Installation for
PredictionIO</a> </li> <li> <a
href="#another-docker-installation-for-predictionio">Another Docker
Installation for PredictionIO</a> </li> <li> <a
href="#third-docker-installation-for-predictionio">Third Docker Installation
for PredictionIO</a> </li> <li> <a
href="#graphx-parallel-simrank-algorithm">GraphX Parallel SimRank Algorithm</a>
</li> <li> <a href="#magento-similar-products-extension">Magento Similar
Products Extension</a> </li> </ul> </aside><hr/><a id="edit-page-link"
href="https://github.com/apache/incubator-predictionio/tree/livedoc/docs/manual/source/community/projects.html.md";><img
src="/images/icons/edit-pencil-d6c1bb3d.png"/>Edit this page</a></div><div
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class="hidden-sm hidden xs"><ul><li><a href="/community/">Getting
Involved</a><span class="spacer">></span></li><li><span
class="last">Community Projects</span></li></ul></div><div
id="page-title"><h1>Community Powered Projects</h1></div></div><div
class="content"> <p>Here you will find great projects contributed by the Apache
PredictionIO (incubating) community. Stay tuned.</p><div class="alert-message
info"><p>If you have built a Apache PredictionIO-related project, we would love
to showcase it to the community! Simply edit <a
href="https://github.com/apache/incubator-predictionio/blob/livedoc/docs/manual/source/community/projects.html.md";>this
page</a> and submit a pull request.</p></div><h2 id='sdks'
class='header-anchors'>SDKs</h2><p>Community-powered SDKs are <a
href="/sdk/">separately listed</a>.</p><h2 id='magento-2-personalised-prod
ucts-module' class='header-anchors'>Magento 2 Personalised Products
Module</h2><p>URL: <a
href="https://github.com/richdynamix/personalised-products";>https://github.com/richdynamix/personalised-products</a></p><p>Personalised
Products is a Magento 2 module that will serve realtime predicted suggestions
for product upsells on the product page and complimentary suggestions for cross
sells on the basket page. All powered by PredictionIO using the <a
title="Similar Product"
href="/gallery/template-gallery/#recommender-systems">Similar Product</a>
engine and the <a title="Complementary Purchase"
href="/gallery/template-gallery/#unsupervised-learning">Complementary
Purchase</a> engine.</p> <ul> <li><p>Core Author: Steven Richardson</p></li>
<li><p>Status: It works with PredictionIO v0.9.5 - Under active
development</p></li> </ul> <h2 id='vagrant-installation-for-predictionio'
class='header-anchors'>Vagrant Installation for PredictionIO</h2><p>URL: <a
href="https://github.com/PredictionIO/
PredictionIO-Vagrant">https://github.com/PredictionIO/PredictionIO-Vagrant</a></p><p>Bring
Up PredictionIO 0.9.x VM with Vagrant.</p> <ul> <li><p>Core Author: Raphael
Mäder</p></li> <li><p>Status: It works with PredictionIO v0.8 - Under active
development</p></li> </ul> <h2 id='docker-installation-for-predictionio'
class='header-anchors'>Docker Installation for PredictionIO</h2><p>URL: <a
href="https://github.com/mingfang/docker-predictionio";>https://github.com/mingfang/docker-predictionio</a></p><p>Run
PredictionIO inside Docker.</p> <ul> <li><p>Core Author: Ming Fang</p></li>
<li><p>Status: It works with PredictionIO v0.8 - Under active
development</p></li> </ul> <h2
id='another-docker-installation-for-predictionio'
class='header-anchors'>Another Docker Installation for PredictionIO</h2><p>URL:
<a
href="https://github.com/sphereio/docker-predictionio";>https://github.com/sphereio/docker-predictionio</a></p><p>Docker
container for PredictionIO-based machine learning services.</p> <
ul> <li><p>Core Author: Fabian M. Borschel</p></li> <li><p>Status: It works
with PredictionIO v0.9.3 - Under active development</p></li> </ul> <h2
id='third-docker-installation-for-predictionio' class='header-anchors'>Third
Docker Installation for PredictionIO</h2><p>URL: <a
href="https://github.com/steveny2k/docker-predictionio";>https://github.com/steveny2k/docker-predictionio</a></p><p>Docker
container for PredictionIO-based machine learning services.</p> <ul>
<li><p>Maintainer: Steven Yan</p></li> <li><p>Status: Runs latest stable
version of PredictionIO v0.12.0 (as well as v0.10.0) - Under active
development</p></li> </ul> <h2 id='graphx-parallel-simrank-algorithm'
class='header-anchors'>GraphX Parallel SimRank Algorithm</h2><p>URL: <a
href="https://github.com/ZhouYii/PIO-Parallel-Simrank-Engine";>https://github.com/ZhouYii/PIO-Parallel-Simrank-Engine</a></p><p>Implementation
of Delta-Simrank algorithm using Spark's GraphX framework.</p> <ul>
<li><p>Core Author: Joey Zhou</p>
</li> <li><p>Status: It works with PredictionIO v0.8 - Under active
development</p></li> </ul> <h2 id='magento-similar-products-extension'
class='header-anchors'>Magento Similar Products Extension</h2><p>URL: <a
href="https://github.com/magento-hackathon/Predictionio";>https://github.com/magento-hackathon/Predictionio</a></p><p>Similar
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