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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


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  "created": "2017-04-23T10:02:36.250249+00:00", 
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    "creators": [
      {
        "affiliation": "TomTom Traffic Production Unit Berlin", 
        "name": "Soeren Sonnenburg"
      }, 
      {
        "name": "Heiko Strathmann"
      }, 
      {
        "name": "Sergey Lisitsyn"
      }, 
      {
        "name": "Viktor Gal"
      }, 
      {
        "affiliation": "SciSports", 
        "name": "Fernando J. Iglesias Garc\u00eda"
      }, 
      {
        "name": "Wu Lin"
      }, 
      {
        "affiliation": "Oracle India Pvt. Ltd", 
        "name": "Soumyajit De"
      }, 
      {
        "affiliation": "MIT", 
        "name": "Chiyuan Zhang"
      }, 
      {
        "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"
      }, 
      {
        "name": "Pan Deng / Zora"
      }, 
      {
        "name": "Saurabh Mahindre"
      }, 
      {
        "affiliation": "University of Minnesota", 
        "name": "Abhijeet Kislay"
      }, 
      {
        "affiliation": "Shopify", 
        "name": "Kevin Hughes"
      }, 
      {
        "name": "Roman Votyakov"
      }, 
      {
        "name": "khalednasr"
      }, 
      {
        "affiliation": "EasyECom", 
        "name": "Sanuj Sharma"
      }, 
      {
        "name": "Alesis Novik"
      }, 
      {
        "name": "Abinash Panda"
      }, 
      {
        "name": "Evangelos Anagnostopoulos"
      }, 
      {
        "affiliation": "ICT", 
        "name": "Liang Pang"
      }, 
      {
        "name": "Alex Binder"
      }, 
      {
        "affiliation": "Level 3 Inspection", 
        "name": "serialhex"
      }, 
      {
        "name": "Esben S\u00f8rig"
      }, 
      {
        "name": "Bj\u00f6rn Esser"
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    ], 
    "description": "<ul>\n<li>Add native MS Windows support [Viktor Gal]</li>\n<li>Shogun requires the compiler to support C++11 features</li>\n<li>Shogun cloud online: Jupyter notebook with Shogun from the browser, <a href=\"https://cloud.shogun.ml\">https://cloud.shogun.ml</a></li>\n</ul>\nFeatures\n<ul>\n<li>LDA now supports 32, 64 and 128 bit floating point numbers [Chris Goldsworthy]</li>\n<li>Add SHOGUN_NUM_THREADS enviroment variable to control the number of threads\nused by the models in runtime [Viktor Gal]</li>\n<li>Added Scala Interface to the build [Abhinav Rai]</li>\n<li>Major re-writing and API changes in kernel statistical hypothesis\ntesting framework, significant speed up in permutation test for\nquadratic time MMD, new kernel selection algorithms for quadratic time MMD [Soumyajit De]\n### Bugfixes:<ul>\n<li>Fix build error of R interface for R&gt;=3.3.0, #3460 [Heiko Strathmann]</li>\n<li>Make the code compatible with Eigen 3.3.0 [Viktor Gal]</li>\n<li>Fix number of CPUs detected on Linux [Viktor Gal]</li>\n<li>Fix multi-threading in KMeansBase [Viktor Gal]</li>\n<li>Make ExponentialARDKernel thread-safe [Viktor Gal]</li>\n<li>Make PRNG thread-safe [Viktor Gal]</li>\n<li>Fix python interface when using libshogun compiled with OpenMP [Viktor Gal]</li>\n<li>Fix CART to work with cross-validation [Fernando Iglesias]\n### Cleanup, efficiency updates, and API Changes:</li>\n<li>Port multi-threading to use OpenMP backend in Kernel [Viktor Gal]</li>\n<li>Fix false sharing in EuclideanDistance [Viktor Gal]</li>\n<li>Fix out of source build of the whole project [Viktor Gal]</li>\n<li>Add LIBSHOGUN cmake flag to turn off libshogun compilation [Viktor Gal]</li>\n<li>Export Shogun target with cmake to enable to build modular interfaces to a\npre-compiled libshogun on the system without requiring to compile\nlibshogun itself [Viktor Gal]\n### Notes</li>\n</ul>\n</li>\n<li>Contains major rewrite and clean-up of developer documentation in doc/readme [Heiko Strathmann, Lea G\u00f6tz]</li>\n<li>Known issue: Octave multithreaded crashes, currently bindings are initialized single-threaded, <a href=\"https://github.com/shogun-toolbox/shogun/issues/3772\">https://github.com/shogun-toolbox/shogun/issues/3772</a> [Heiko Strathman\nn]</li>\n</ul>", 
    "doi": "10.5281/zenodo.556748", 
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    "publication_date": "2017-04-23", 
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    "title": "shogun-toolbox/shogun: Shogun 6.0.0 - Baba Nobuharu", 
    "version": "shogun_6.0.0"
  }, 
  "owners": [
    22099
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  "revision": 4, 
  "updated": "2017-11-02T17:17:07.198970+00:00"
}

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