Software Open Access

shogun-toolbox/shogun: Shogun 5.0.0 - Ōtomo no Yakamochi

Soeren Sonnenburg; Heiko Strathmann; Sergey Lisitsyn; Viktor Gal; Fernando J. Iglesias García; Wu Lin; Chiyuan Zhang; Soumyajit De; frx; tklein23; Evgeniy Andreev; JonasBehr; sploving; Parijat Mazumdar; Christian Widmer; Abhijeet Kislay; Saurabh Mahindre; Kevin Hughes; Roman Votyakov; khalednasr; Sanuj Sharma; Alesis Novik; Abinash Panda; Evangelos Anagnostopoulos; Liang Pang; serialhex; Alex Binder; Esben Sørig; Michal Uřičář; Björn Esser


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  <identifier identifierType="DOI">10.5281/zenodo.164882</identifier>
  <creators>
    <creator>
      <creatorName>Soeren Sonnenburg</creatorName>
      <affiliation>TomTom Traffic Production Unit Berlin</affiliation>
    </creator>
    <creator>
      <creatorName>Heiko Strathmann</creatorName>
    </creator>
    <creator>
      <creatorName>Sergey Lisitsyn</creatorName>
    </creator>
    <creator>
      <creatorName>Viktor Gal</creatorName>
    </creator>
    <creator>
      <creatorName>Fernando J. Iglesias García</creatorName>
      <affiliation>University of Twente</affiliation>
    </creator>
    <creator>
      <creatorName>Wu Lin</creatorName>
    </creator>
    <creator>
      <creatorName>Chiyuan Zhang</creatorName>
      <affiliation>MIT</affiliation>
    </creator>
    <creator>
      <creatorName>Soumyajit De</creatorName>
      <affiliation>Oracle India Pvt. Ltd</affiliation>
    </creator>
    <creator>
      <creatorName>frx</creatorName>
    </creator>
    <creator>
      <creatorName>tklein23</creatorName>
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    <creator>
      <creatorName>Evgeniy Andreev</creatorName>
    </creator>
    <creator>
      <creatorName>JonasBehr</creatorName>
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    <creator>
      <creatorName>sploving</creatorName>
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    <creator>
      <creatorName>Parijat Mazumdar</creatorName>
      <affiliation>University of Illinois Urbana Champaign</affiliation>
    </creator>
    <creator>
      <creatorName>Christian Widmer</creatorName>
      <affiliation>Activision-Blizzard</affiliation>
    </creator>
    <creator>
      <creatorName>Abhijeet Kislay</creatorName>
      <affiliation>University of Minnesota</affiliation>
    </creator>
    <creator>
      <creatorName>Saurabh Mahindre</creatorName>
    </creator>
    <creator>
      <creatorName>Kevin Hughes</creatorName>
      <affiliation>Shopify</affiliation>
    </creator>
    <creator>
      <creatorName>Roman Votyakov</creatorName>
    </creator>
    <creator>
      <creatorName>khalednasr</creatorName>
    </creator>
    <creator>
      <creatorName>Sanuj Sharma</creatorName>
    </creator>
    <creator>
      <creatorName>Alesis Novik</creatorName>
    </creator>
    <creator>
      <creatorName>Abinash Panda</creatorName>
    </creator>
    <creator>
      <creatorName>Evangelos Anagnostopoulos</creatorName>
    </creator>
    <creator>
      <creatorName>Liang Pang</creatorName>
      <affiliation>ICT</affiliation>
    </creator>
    <creator>
      <creatorName>serialhex</creatorName>
      <affiliation>Level 3 Inspection</affiliation>
    </creator>
    <creator>
      <creatorName>Alex Binder</creatorName>
    </creator>
    <creator>
      <creatorName>Esben Sørig</creatorName>
    </creator>
    <creator>
      <creatorName>Michal Uřičář</creatorName>
      <affiliation>Czech Technical University in Prague</affiliation>
    </creator>
    <creator>
      <creatorName>Björn Esser</creatorName>
    </creator>
  </creators>
  <titles>
    <title>Shogun-Toolbox/Shogun: Shogun 5.0.0 - Ōtomo No Yakamochi</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2016</publicationYear>
  <dates>
    <date dateType="Issued">2016-11-04</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/shogun-toolbox/shogun/tree/shogun_5.0.0</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">Features
&lt;ul&gt;
&lt;li&gt;GSoC 2016 project of Saurabh Mahindre: Major efficiency improvements for KMeans, LARS, Random Forests, Bagging, KNN.&lt;/li&gt;
&lt;li&gt;Add new Shogun cookbook for documentation and testing across all target languages [Heiko Strathmann, Sergey Lisitsyn, Esben Sorig, Viktor Gal].&lt;/li&gt;
&lt;li&gt;Added option to learn CombinedKernel weights with GP approximate inference [Wu Lin].&lt;/li&gt;
&lt;li&gt;LARS now supports 32, 64, and 128 bit floating point numbers [Chris Goldsworthy].&lt;/li&gt;
&lt;/ul&gt;
Bugfixes:
&lt;ul&gt;
&lt;li&gt;Fix gTest segfaults with GCC &amp;gt;= 6.0.0 [Björn Esser].&lt;/li&gt;
&lt;li&gt;Make Java and CSharp install-dir configurable [Björn Esser].&lt;/li&gt;
&lt;li&gt;Autogenerate modshogun.rb with correct module-suffix [Björn Esser].&lt;/li&gt;
&lt;li&gt;Fix KMeans++ initialization [Saurabh Mahindre].&lt;/li&gt;
&lt;/ul&gt;
Cleanup, efficiency updates, and API Changes:
&lt;ul&gt;
&lt;li&gt;Make Eigen3 a hard requirement. Bundle if not found on system. [Heiko Strathmann]&lt;/li&gt;
&lt;li&gt;Drop ALGLIB (GPL) dependency in CStatistics and ship CDFLIB (public domain) instead [Heiko Strathmann]&lt;/li&gt;
&lt;li&gt;Drop p-value estimation in model-selection [Heiko Strathmann]&lt;/li&gt;
&lt;li&gt;Static interfaces have been removed [Viktor Gal]&lt;/li&gt;
&lt;li&gt;New base class ShiftInvariantKernel of which GaussianKernel inherits [Rahul De].&lt;/li&gt;
&lt;/ul&gt;
NOTE
&lt;p&gt;This version contains a new CMake option USE_GPL_SHOGUN, which  when set to OFF will exclude all GPL codes from Shogun [Heiko Strathmann].&lt;/p&gt;</description>
  </descriptions>
</resource>

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