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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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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Soeren Sonnenburg</dc:creator>
  <dc:creator>Heiko Strathmann</dc:creator>
  <dc:creator>Sergey Lisitsyn</dc:creator>
  <dc:creator>Viktor Gal</dc:creator>
  <dc:creator>Fernando J. Iglesias García</dc:creator>
  <dc:creator>Wu Lin</dc:creator>
  <dc:creator>Chiyuan Zhang</dc:creator>
  <dc:creator>Soumyajit De</dc:creator>
  <dc:creator>frx</dc:creator>
  <dc:creator>tklein23</dc:creator>
  <dc:creator>Evgeniy Andreev</dc:creator>
  <dc:creator>JonasBehr</dc:creator>
  <dc:creator>sploving</dc:creator>
  <dc:creator>Parijat Mazumdar</dc:creator>
  <dc:creator>Christian Widmer</dc:creator>
  <dc:creator>Abhijeet Kislay</dc:creator>
  <dc:creator>Saurabh Mahindre</dc:creator>
  <dc:creator>Kevin Hughes</dc:creator>
  <dc:creator>Roman Votyakov</dc:creator>
  <dc:creator>khalednasr</dc:creator>
  <dc:creator>Sanuj Sharma</dc:creator>
  <dc:creator>Alesis Novik</dc:creator>
  <dc:creator>Abinash Panda</dc:creator>
  <dc:creator>Evangelos Anagnostopoulos</dc:creator>
  <dc:creator>Liang Pang</dc:creator>
  <dc:creator>serialhex</dc:creator>
  <dc:creator>Alex Binder</dc:creator>
  <dc:creator>Esben Sørig</dc:creator>
  <dc:creator>Michal Uřičář</dc:creator>
  <dc:creator>Björn Esser</dc:creator>
  <dc:date>2016-11-04</dc:date>
  <dc:description>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;</dc:description>
  <dc:identifier>10.5281/zenodo.164882</dc:identifier>
  <dc:identifier>https://zenodo.org/record/164882</dc:identifier>
  <dc:identifier>oai:zenodo.org:164882</dc:identifier>
  <dc:relation>url:https://github.com/shogun-toolbox/shogun/tree/shogun_5.0.0</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:title>shogun-toolbox/shogun: Shogun 5.0.0 - Ōtomo no Yakamochi</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
</oai_dc:dc>

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