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


Citation Style Language JSON Export

{
  "DOI": "10.5281/zenodo.164882", 
  "abstract": "Features\n<ul>\n<li>GSoC 2016 project of Saurabh Mahindre: Major efficiency improvements for KMeans, LARS, Random Forests, Bagging, KNN.</li>\n<li>Add new Shogun cookbook for documentation and testing across all target languages [Heiko Strathmann, Sergey Lisitsyn, Esben Sorig, Viktor Gal].</li>\n<li>Added option to learn CombinedKernel weights with GP approximate inference [Wu Lin].</li>\n<li>LARS now supports 32, 64, and 128 bit floating point numbers [Chris Goldsworthy].</li>\n</ul>\nBugfixes:\n<ul>\n<li>Fix gTest segfaults with GCC &gt;= 6.0.0 [Bj\u00f6rn Esser].</li>\n<li>Make Java and CSharp install-dir configurable [Bj\u00f6rn Esser].</li>\n<li>Autogenerate modshogun.rb with correct module-suffix [Bj\u00f6rn Esser].</li>\n<li>Fix KMeans++ initialization [Saurabh Mahindre].</li>\n</ul>\nCleanup, efficiency updates, and API Changes:\n<ul>\n<li>Make Eigen3 a hard requirement. Bundle if not found on system. [Heiko Strathmann]</li>\n<li>Drop ALGLIB (GPL) dependency in CStatistics and ship CDFLIB (public domain) instead [Heiko Strathmann]</li>\n<li>Drop p-value estimation in model-selection [Heiko Strathmann]</li>\n<li>Static interfaces have been removed [Viktor Gal]</li>\n<li>New base class ShiftInvariantKernel of which GaussianKernel inherits [Rahul De].</li>\n</ul>\nNOTE\n<p>This version contains a new CMake option USE_GPL_SHOGUN, which  when set to OFF will exclude all GPL codes from Shogun [Heiko Strathmann].</p>", 
  "author": [
    {
      "family": "Soeren Sonnenburg"
    }, 
    {
      "family": "Heiko Strathmann"
    }, 
    {
      "family": "Sergey Lisitsyn"
    }, 
    {
      "family": "Viktor Gal"
    }, 
    {
      "family": "Fernando J. Iglesias Garc\u00eda"
    }, 
    {
      "family": "Wu Lin"
    }, 
    {
      "family": "Chiyuan Zhang"
    }, 
    {
      "family": "Soumyajit De"
    }, 
    {
      "family": "frx"
    }, 
    {
      "family": "tklein23"
    }, 
    {
      "family": "Evgeniy Andreev"
    }, 
    {
      "family": "JonasBehr"
    }, 
    {
      "family": "sploving"
    }, 
    {
      "family": "Parijat Mazumdar"
    }, 
    {
      "family": "Christian Widmer"
    }, 
    {
      "family": "Abhijeet Kislay"
    }, 
    {
      "family": "Saurabh Mahindre"
    }, 
    {
      "family": "Kevin Hughes"
    }, 
    {
      "family": "Roman Votyakov"
    }, 
    {
      "family": "khalednasr"
    }, 
    {
      "family": "Sanuj Sharma"
    }, 
    {
      "family": "Alesis Novik"
    }, 
    {
      "family": "Abinash Panda"
    }, 
    {
      "family": "Evangelos Anagnostopoulos"
    }, 
    {
      "family": "Liang Pang"
    }, 
    {
      "family": "serialhex"
    }, 
    {
      "family": "Alex Binder"
    }, 
    {
      "family": "Esben S\u00f8rig"
    }, 
    {
      "family": "Michal U\u0159i\u010d\u00e1\u0159"
    }, 
    {
      "family": "Bj\u00f6rn Esser"
    }
  ], 
  "id": "164882", 
  "issued": {
    "date-parts": [
      [
        2016, 
        11, 
        4
      ]
    ]
  }, 
  "publisher": "Zenodo", 
  "title": "shogun-toolbox/shogun: Shogun 5.0.0 - \u014ctomo no Yakamochi", 
  "type": "dataset"
}

Share

Cite as