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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&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;</subfield>
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