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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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{
  "DOI": "10.5281/zenodo.556748", 
  "abstract": "<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>", 
  "author": [
    {
      "family": "Soeren Sonnenburg"
    }, 
    {
      "family": "Heiko Strathmann"
    }, 
    {
      "family": "Sergey Lisitsyn"
    }, 
    {
      "family": "Viktor Gal"
    }, 
    {
      "family": "Fernando J. Iglesias Garc\u00eda"
    }, 
    {
      "family": "Wu Lin"
    }, 
    {
      "family": "Soumyajit De"
    }, 
    {
      "family": "Chiyuan Zhang"
    }, 
    {
      "family": "frx"
    }, 
    {
      "family": "tklein23"
    }, 
    {
      "family": "Evgeniy Andreev"
    }, 
    {
      "family": "JonasBehr"
    }, 
    {
      "family": "sploving"
    }, 
    {
      "family": "Parijat Mazumdar"
    }, 
    {
      "family": "Christian Widmer"
    }, 
    {
      "family": "Pan Deng / Zora"
    }, 
    {
      "family": "Saurabh Mahindre"
    }, 
    {
      "family": "Abhijeet Kislay"
    }, 
    {
      "family": "Kevin Hughes"
    }, 
    {
      "family": "Roman Votyakov"
    }, 
    {
      "family": "khalednasr"
    }, 
    {
      "family": "Sanuj Sharma"
    }, 
    {
      "family": "Alesis Novik"
    }, 
    {
      "family": "Abinash Panda"
    }, 
    {
      "family": "Evangelos Anagnostopoulos"
    }, 
    {
      "family": "Liang Pang"
    }, 
    {
      "family": "Alex Binder"
    }, 
    {
      "family": "serialhex"
    }, 
    {
      "family": "Esben S\u00f8rig"
    }, 
    {
      "family": "Bj\u00f6rn Esser"
    }
  ], 
  "id": "556748", 
  "issued": {
    "date-parts": [
      [
        2017, 
        4, 
        23
      ]
    ]
  }, 
  "publisher": "Zenodo", 
  "title": "shogun-toolbox/shogun: Shogun 6.0.0 - Baba Nobuharu", 
  "type": "article"
}

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