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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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{
  "created": "2016-11-04T21:41:19.043145+00:00", 
  "doi": "10.5281/zenodo.164882", 
  "id": 164882, 
  "links": {
    "badge": "https://zenodo.org/badge/doi/10.5281/zenodo.164882.svg", 
    "doi": "https://doi.org/10.5281/zenodo.164882", 
    "html": "https://zenodo.org/record/164882"
  }, 
  "metadata": {
    "access_right": "open", 
    "access_right_category": "success", 
    "creators": [
      {
        "affiliation": "TomTom Traffic Production Unit Berlin", 
        "name": "Soeren Sonnenburg"
      }, 
      {
        "name": "Heiko Strathmann"
      }, 
      {
        "name": "Sergey Lisitsyn"
      }, 
      {
        "name": "Viktor Gal"
      }, 
      {
        "affiliation": "University of Twente", 
        "name": "Fernando J. Iglesias Garc\u00eda"
      }, 
      {
        "name": "Wu Lin"
      }, 
      {
        "affiliation": "MIT", 
        "name": "Chiyuan Zhang"
      }, 
      {
        "affiliation": "Oracle India Pvt. Ltd", 
        "name": "Soumyajit De"
      }, 
      {
        "name": "frx"
      }, 
      {
        "name": "tklein23"
      }, 
      {
        "name": "Evgeniy Andreev"
      }, 
      {
        "name": "JonasBehr"
      }, 
      {
        "name": "sploving"
      }, 
      {
        "affiliation": "University of Illinois Urbana Champaign", 
        "name": "Parijat Mazumdar"
      }, 
      {
        "affiliation": "Activision-Blizzard", 
        "name": "Christian Widmer"
      }, 
      {
        "affiliation": "University of Minnesota", 
        "name": "Abhijeet Kislay"
      }, 
      {
        "name": "Saurabh Mahindre"
      }, 
      {
        "affiliation": "Shopify", 
        "name": "Kevin Hughes"
      }, 
      {
        "name": "Roman Votyakov"
      }, 
      {
        "name": "khalednasr"
      }, 
      {
        "name": "Sanuj Sharma"
      }, 
      {
        "name": "Alesis Novik"
      }, 
      {
        "name": "Abinash Panda"
      }, 
      {
        "name": "Evangelos Anagnostopoulos"
      }, 
      {
        "affiliation": "ICT", 
        "name": "Liang Pang"
      }, 
      {
        "affiliation": "Level 3 Inspection", 
        "name": "serialhex"
      }, 
      {
        "name": "Alex Binder"
      }, 
      {
        "name": "Esben S\u00f8rig"
      }, 
      {
        "affiliation": "Czech Technical University in Prague", 
        "name": "Michal U\u0159i\u010d\u00e1\u0159"
      }, 
      {
        "name": "Bj\u00f6rn Esser"
      }
    ], 
    "description": "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>", 
    "doi": "10.5281/zenodo.164882", 
    "license": {
      "id": "other-open"
    }, 
    "publication_date": "2016-11-04", 
    "related_identifiers": [
      {
        "identifier": "https://github.com/shogun-toolbox/shogun/tree/shogun_5.0.0", 
        "relation": "isSupplementTo", 
        "scheme": "url"
      }
    ], 
    "resource_type": {
      "title": "Software", 
      "type": "software"
    }, 
    "title": "shogun-toolbox/shogun: Shogun 5.0.0 - \u014ctomo no Yakamochi"
  }, 
  "owners": [
    22099
  ], 
  "revision": 2, 
  "updated": "2016-12-13T12:01:23.916399+00:00"
}

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