Software Open Access

shogun-toolbox/shogun: Shogun 6.0.0 - Baba Nobuharu

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


Dublin Core Export

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  <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>Soumyajit De</dc:creator>
  <dc:creator>Chiyuan Zhang</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>Pan Deng / Zora</dc:creator>
  <dc:creator>Saurabh Mahindre</dc:creator>
  <dc:creator>Abhijeet Kislay</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>Alex Binder</dc:creator>
  <dc:creator>serialhex</dc:creator>
  <dc:creator>Esben Sørig</dc:creator>
  <dc:creator>Björn Esser</dc:creator>
  <dc:date>2017-04-23</dc:date>
  <dc:description>
Add native MS Windows support [Viktor Gal]
Shogun requires the compiler to support C++11 features
Shogun cloud online: Jupyter notebook with Shogun from the browser, https://cloud.shogun.ml

Features

LDA now supports 32, 64 and 128 bit floating point numbers [Chris Goldsworthy]
Add SHOGUN_NUM_THREADS enviroment variable to control the number of threads
used by the models in runtime [Viktor Gal]
Added Scala Interface to the build [Abhinav Rai]
Major re-writing and API changes in kernel statistical hypothesis
testing framework, significant speed up in permutation test for
quadratic time MMD, new kernel selection algorithms for quadratic time MMD [Soumyajit De]
### Bugfixes:
Fix build error of R interface for R&gt;=3.3.0, #3460 [Heiko Strathmann]
Make the code compatible with Eigen 3.3.0 [Viktor Gal]
Fix number of CPUs detected on Linux [Viktor Gal]
Fix multi-threading in KMeansBase [Viktor Gal]
Make ExponentialARDKernel thread-safe [Viktor Gal]
Make PRNG thread-safe [Viktor Gal]
Fix python interface when using libshogun compiled with OpenMP [Viktor Gal]
Fix CART to work with cross-validation [Fernando Iglesias]
### Cleanup, efficiency updates, and API Changes:
Port multi-threading to use OpenMP backend in Kernel [Viktor Gal]
Fix false sharing in EuclideanDistance [Viktor Gal]
Fix out of source build of the whole project [Viktor Gal]
Add LIBSHOGUN cmake flag to turn off libshogun compilation [Viktor Gal]
Export Shogun target with cmake to enable to build modular interfaces to a
pre-compiled libshogun on the system without requiring to compile
libshogun itself [Viktor Gal]
### Notes


Contains major rewrite and clean-up of developer documentation in doc/readme [Heiko Strathmann, Lea Götz]
Known issue: Octave multithreaded crashes, currently bindings are initialized single-threaded, https://github.com/shogun-toolbox/shogun/issues/3772 [Heiko Strathman
n]
</dc:description>
  <dc:identifier>https://zenodo.org/record/556748</dc:identifier>
  <dc:identifier>10.5281/zenodo.556748</dc:identifier>
  <dc:identifier>oai:zenodo.org:556748</dc:identifier>
  <dc:relation>url:https://github.com/shogun-toolbox/shogun/tree/shogun_6.0.0</dc:relation>
  <dc:relation>doi:10.5281/zenodo.591641</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:title>shogun-toolbox/shogun: Shogun 6.0.0 - Baba Nobuharu</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>

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