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| <div class="section" id="welcome-to-apache-singa"> |
| <h1>Welcome to Apache SINGA<a class="headerlink" href="#welcome-to-apache-singa" title="Permalink to this headline">¶</a></h1> |
| <div class="section" id="recent-news"> |
| <h2>Recent News<a class="headerlink" href="#recent-news" title="Permalink to this headline">¶</a></h2> |
| <ul class="simple"> |
| <li>SINGA has graduated as a Top-Level Project (TLP) of the Apache Software Foundation on 16 Oct 2019.</li> |
| <li>Food(lg), the mobile app to <a class="reference external" href="https://ssi.nus.edu.sg/ntfgh/">help patients with prediabetes</a>, is powered by SINGA and this app can now be downloaded on the <a class="reference external" href="https://apps.apple.com/us/app/food-lg/id1213299378">APP Store</a> or <a class="reference external" href="https://play.google.com/store/apps/details?id=com.nusidmi.foodlg&hl=en_SG">Google Play</a>. Watch this <a class="reference external" href="https://www.youtube.com/watch?v=MHp-saJiP-0">video</a> of Food(lg) for more details.</li> |
| <li>A tutorial on SINGA was given at Singapore Infocomm Media Development Authority (IMDA), 16 August, 2019. Snapshots of the tutorial:</li> |
| </ul> |
| <a class="reference internal image-reference" href="_static/images/imda2019_1.png"><img alt="_static/images/imda2019_1.png" src="_static/images/imda2019_1.png" style="width: 45%;" /></a> |
| <a class="reference internal image-reference" href="_static/images/imda2019_2.png"><img alt="_static/images/imda2019_2.png" src="_static/images/imda2019_2.png" style="width: 45%;" /></a> |
| <ul class="simple"> |
| <li>SINGA participated in mentoring the Google Summer of Code 2019 project <a class="reference external" href="https://summerofcode.withgoogle.com/projects/#5612088771215360">SpamAssassin : Statistical Classifier Plugin</a> .</li> |
| <li>SINGA participated at <a class="reference external" href="https://eufossa.github.io/apache-hackathon-2019/">EU FOSSA Apache Hackathon</a> in Brussels on 4 and 5 May 2019.</li> |
| <li><strong>Version 2.0.0</strong> is now available, 20 April, 2019. <a class="reference external" href="downloads.html">Download SINGA v2.0.0</a></li> |
| <li>SINGA was presented at <a class="reference external" href="https://www.disi.unitn.it/">DISI, University of Trento, Italy</a> on 14 December 2018.</li> |
| <li>SINGA was presented at <a class="reference external" href="https://www.dibris.unige.it/">DIBRIS, University of Genoa, Italy</a> on 16 July 2018.</li> |
| <li><strong>Version 1.2.0</strong> is now available, 6 June, 2018. <a class="reference external" href="downloads.html">Download SINGA v1.2.0</a></li> |
| <li><strong>Version 1.1.0</strong> is now available, 12 Feb, 2017. <a class="reference external" href="downloads.html">Download SINGA v1.1.0</a></li> |
| <li>A tutorial on SINGA V1 will be given at <a class="reference external" href="https://www.eventbrite.sg/e/ai-eveningssginnovate-apache-singa-tickets-31505061487">SGInnovate</a>, on 23 March, 2017</li> |
| <li><strong>Version 1.0.0</strong> is now available, 9 Sep, 2016. <a class="reference external" href="downloads.html">Download SINGA v1.0.0</a></li> |
| <li>SINGA will be presented at <a class="reference external" href="https://www.re-work.co/events/deep-learning-singapore/schedule">REWORK</a>, 21 Oct, 2016.</li> |
| <li>SINGA was presented at <a class="reference external" href="http://www.meetup.com/PyData-SG/events/229691286/">PyDataSG</a>, 16 Aug, 2016.</li> |
| <li><strong>Version 0.3.0</strong> is now available, 20 April, 2016. <a class="reference external" href="downloads.html">Download SINGA v0.3.0</a></li> |
| <li><strong>Version 0.2.0</strong> is now available, 14 Jan, 2016. <a class="reference external" href="downloads.html">Download SINGA v0.2.0</a>.</li> |
| <li>SINGA will be presented at <a class="reference external" href="http://strataconf.com/big-data-conference-sg-2015/public/schedule/detail/45123">Strata+Hadoop</a> on 2 Dec, 2015</li> |
| <li>SINGA was presented at <a class="reference external" href="http://www.acmmm.org/2015/at-a-glance/">ACM Multimedia</a> Best Paper session and Open Source Software Competition session, 26-30 Oct, 2015 (<a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/mm2015.ppt">Slides</a>)</li> |
| <li><strong>Version 0.1.0</strong> is now available, 8 Oct, 2015. <a class="reference external" href="downloads.html">Download SINGA v0.1.0</a>.</li> |
| <li>SINGA was presented at <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/workshop">workshop on deep learning</a> held on 16 Sep, 2015</li> |
| <li>SINGA was presented at <a class="reference external" href="http://boss.dima.tu-berlin.de/">BOSS</a> of <a class="reference external" href="http://www.vldb.org/2015/">VLDB 2015</a> at Hawaii, 4 Sep, 2015. (slides: <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/singa-vldb-boss.pptx">overview</a>, <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/basic-user-guide.pptx">basic</a>, <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/advanced-user-guide.pptx">advanced</a>)</li> |
| <li>SINGA was presented at <a class="reference external" href="http://adsc.illinois.edu/contact-us">ADSC/I2R Deep Learning Workshop</a>, 25 Aug, 2015.</li> |
| <li>A tutorial on SINGA was given at VLDB summer school at Tsinghua University, 25-31 July, 2015.</li> |
| <li>A half day tutorial on SINGA was given at I2R, 29 June, 2015.</li> |
| <li>SINGA was presented at <a class="reference external" href="http://danac.org/">DanaC</a> of <a class="reference external" href="http://www.sigmod2015.org/index.shtml">SIGMOD 2015</a> at Melbourne, 31 May - 4 June, 2015.</li> |
| <li>SINGA has been accepted by <a class="reference external" href="http://incubator.apache.org/">Apache Incubator</a>, 17 March, 2015.</li> |
| </ul> |
| </div> |
| <div class="section" id="getting-started"> |
| <h2>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this headline">¶</a></h2> |
| <ul class="simple"> |
| <li><a class="reference external" href="docs/installation.html">Install SINGA</a> via conda, apt-get, or from source.</li> |
| <li>Try SINGA on <a class="reference external" href="https://aws.amazon.com/marketplace/pp/B01NAUAWZW">AWS</a> or via <a class="reference external" href="https://hub.docker.com/r/apache/singa/">Docker</a>.</li> |
| <li>Refer to the <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb">Jupyter notebooks</a> for some basic examples and the <a class="reference external" href="./docs/model_zoo/index.html">model zoo page</a> for more examples.</li> |
| </ul> |
| <table border="1" class="docutils"> |
| <colgroup> |
| <col width="100%" /> |
| </colgroup> |
| <tbody valign="top"> |
| <tr class="row-odd"><td><a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb"><img alt="logo" class="align-middle" src="_static/jupyter.png" /></a></td> |
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| </div> |
| <div class="section" id="documentation"> |
| <h2>Documentation<a class="headerlink" href="#documentation" title="Permalink to this headline">¶</a></h2> |
| <ul class="simple"> |
| <li>Documentation and Python APIs are listed <a class="reference external" href="docs.html">here</a>.</li> |
| <li><a class="reference external" href="doxygen/html/index.html">C++ APIs</a> are generated by Doxygen.</li> |
| <li>Research publication list is available <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/research/publication/">here</a>.</li> |
| </ul> |
| </div> |
| <div class="section" id="how-to-contribute"> |
| <h2>How to contribute<a class="headerlink" href="#how-to-contribute" title="Permalink to this headline">¶</a></h2> |
| <p>As with any open source project, there are several ways you can help:</p> |
| <ul class="simple"> |
| <li>Join the [mailing list](<a class="reference external" href="http://singa.apache.org/en/community/mail-lists.html">http://singa.apache.org/en/community/mail-lists.html</a>) and answer other user’s questions.</li> |
| <li>[Help with the documentation](<a class="reference external" href="http://singa.apache.org/en/develop/contribute-docs.html">http://singa.apache.org/en/develop/contribute-docs.html</a>) by updating webpages that are lacking or unclear.</li> |
| <li>[Contribute code to SINGA](<a class="reference external" href="http://singa.apache.org/en/develop/contribute-code.html">http://singa.apache.org/en/develop/contribute-code.html</a>) by fixing errors or adding new features. [All issues are tracked](<a class="reference external" href="http://singa.apache.org/en/community/issue-tracking.html">http://singa.apache.org/en/community/issue-tracking.html</a>) on the JIRA system.</li> |
| </ul> |
| </div> |
| <div class="section" id="history"> |
| <h2>History<a class="headerlink" href="#history" title="Permalink to this headline">¶</a></h2> |
| <p>SINGA was initiated by the DB System Group at National University of Singapore in 2014, in collaboration with the database group of Zhejiang University. |
| Please cite the following two papers if you use SINGA in your research:</p> |
| <ul class="simple"> |
| <li>B. C. Ooi, K.-L. Tan, S. Wang, W. Wang, Q. Cai, G. Chen, J. Gao, Z. Luo, A. K. H. Tung, Y. Wang, Z. Xie, M. Zhang, and K. Zheng. <a class="reference external" href="http://www.comp.nus.edu.sg/~ooibc/singaopen-mm15.pdf">SINGA: A distributed deep learning platform</a>. ACM Multimedia (Open Source Software Competition) 2015 (<a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-oss.txt">BibTex</a>).</li> |
| <li>W. Wang, G. Chen, T. T. A. Dinh, B. C. Ooi, K.-L.Tan, J. Gao, and S. Wang. <a class="reference external" href="http://www.comp.nus.edu.sg/~ooibc/singa-mm15.pdf">SINGA: putting deep learning in the hands of multimedia users</a>. ACM Multimedia 2015 (<a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-singa.txt">BibTex</a>, <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/mm2015.ppt">Slides</a>).</li> |
| </ul> |
| <p>Rafiki is a sub module of SINGA. Please cite the following paper if you use Rafiki in your research:</p> |
| <ul class="simple"> |
| <li>Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad. <a class="reference external" href="http://www.vldb.org/pvldb/vol12/p128-wang.pdf">Rafiki: Machine Learning as an Analytics Service System</a>. <a class="reference external" href="http://vldb.org/2019/">VLDB 2019</a> (<a class="reference external" href="https://dblp.org/rec/bib2/journals/pvldb/WangWGZCNOS18.bib">BibTex</a>).</li> |
| </ul> |
| <p>Companies like <a class="reference external" href="http://tech.163.com/17/0602/17/CLUL016I00098GJ5.html">NetEase</a>, <a class="reference external" href="http://www.yzbigdata.com/en/index.html">yzBigData</a>, <a class="reference external" href="https://shentilium.com/">Shentilium</a>, <a class="reference external" href="http://www.foodlg.com/">Foodlg</a> and <a class="reference external" href="https://medilot.com/technologies">Medilot</a> are using SINGA for their applications.</p> |
| <div class="toctree-wrapper compound"> |
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| </div> |
| <div class="section" id="license"> |
| <h2>License<a class="headerlink" href="#license" title="Permalink to this headline">¶</a></h2> |
| <p>SINGA is released under <a class="reference external" href="http://www.apache.org/licenses/LICENSE-2.0">Apache License Version 2.0</a>.</p> |
| </div> |
| <div class="section" id="disclaimers"> |
| <h2>Disclaimers<a class="headerlink" href="#disclaimers" title="Permalink to this headline">¶</a></h2> |
| <p>Apache SINGA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.</p> |
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