November 28, 2017 Software Open Access

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; Giovanni De Toni; Saurabh Mahindre; Abhijeet Kislay; Kevin Hughes; Roman Votyakov; khalednasr; Sanuj Sharma; Alesis Novik; Abinash Panda; Evangelos Anagnostopoulos; Liang Pang; Alex Binder; serialhex; Björn Esser

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{
  "description": "<ul>\n<li><p>This release is dedicated for Heiko's successful PhD defense!</p>\n</li>\n<li><p>Add conda-forge packages, to get prebuilt binaries via the cross-platform conda package manager [Dougal Sutherland]</p>\n</li>\n<li>Change interface cmake variables to INTERFACE_*</li>\n<li>Move GPL code to gpl submodule [Heiko Strathmann]</li>\n</ul>\nFeatures\n<ul>\n<li>Enable using BLAS/LAPACK from Eigen by default [Viktor Gal]</li>\n<li>Add iterators to SGVector and SGMatrix [Viktor Gal]</li>\n<li>Significantly lower the runtime of KernelPCA (GSoC '17) [Michele Mazzoni]</li>\n<li>Refactor FisherLDA and LDA solvers (GSoC '17) [Michele Mazzoni]</li>\n<li>Add automated test for trained model serialization (GSoC '17) [Michele Mazzoni]</li>\n<li>Enable SWIG director classes by default [Viktor Gal]</li>\n<li>Vectorize DotFeatures covariance/mean calculation [Michele Mazzoni]</li>\n<li>Support for premature stopping of model training (GSoC '17) [Giovanni De Toni]</li>\n<li>Add support for observable variables (GSoC '17) [Giovanni De Toni]</li>\n<li>Use TFLogger to serialize observed variables for TensorBoard (GSoC '17) [Giovanni De Toni]</li>\n<li>Drop CMath::dot and SGVector::dot and use linalg::dot [Viktor Gal]</li>\n<li>Added class probabilities for BaggingMachine (GSoC '17) [Olivier Nguyen]\n### Bugfixes</li>\n<li>Fix transpose bug in Ruby typemap for matrices [Elias Saalmann]</li>\n<li>Fix MKL detection and linking; use mkl_rt when available [Viktor Gal]</li>\n<li>Fix Windows static linking [Viktor Gal]</li>\n<li>Fix SWIG interface compilation on Windows [qcrist]</li>\n<li>Fix CircularBuffer bug that broke parsing of big CSV and LibSVM files #1991 [Viktor Gal]</li>\n<li>Fix R interface when using clang to compile the interface [Viktor Gal]</li>\n</ul>", 
  "license": "", 
  "creator": [
    {
      "affiliation": "TomTom Traffic Production Unit Berlin", 
      "@type": "Person", 
      "name": "Soeren Sonnenburg"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Heiko Strathmann"
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    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Sergey Lisitsyn"
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    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Viktor Gal"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Fernando J. Iglesias Garc\u00eda"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Wu Lin"
    }, 
    {
      "affiliation": "Oracle India Pvt. Ltd", 
      "@type": "Person", 
      "name": "Soumyajit De"
    }, 
    {
      "affiliation": "MIT", 
      "@type": "Person", 
      "name": "Chiyuan Zhang"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "frx"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "tklein23"
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    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Evgeniy Andreev"
    }, 
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      "name": "JonasBehr"
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    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "sploving"
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    {
      "affiliation": "University of Illinois Urbana Champaign", 
      "@type": "Person", 
      "name": "Parijat Mazumdar"
    }, 
    {
      "affiliation": "Activision-Blizzard", 
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      "name": "Christian Widmer"
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    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Pan Deng / Zora"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Giovanni De Toni"
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      "@type": "Person", 
      "name": "Saurabh Mahindre"
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    {
      "affiliation": "@bloomberg", 
      "@type": "Person", 
      "name": "Abhijeet Kislay"
    }, 
    {
      "affiliation": "Shopify", 
      "@type": "Person", 
      "name": "Kevin Hughes"
    }, 
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      "affiliation": "", 
      "@type": "Person", 
      "name": "Roman Votyakov"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "khalednasr"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Sanuj Sharma"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Alesis Novik"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Abinash Panda"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Evangelos Anagnostopoulos"
    }, 
    {
      "affiliation": "ICT", 
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      "name": "Liang Pang"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Alex Binder"
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    {
      "affiliation": "Level 3 Inspection", 
      "@type": "Person", 
      "name": "serialhex"
    }, 
    {
      "affiliation": "", 
      "@type": "Person", 
      "name": "Bj\u00f6rn Esser"
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  ], 
  "url": "https://zenodo.org/record/1067840", 
  "codeRepository": "https://github.com/shogun-toolbox/shogun/tree/shogun_6.1.0", 
  "datePublished": "2017-11-28", 
  "version": "shogun_6.1.0", 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.1067840", 
  "@id": "https://doi.org/10.5281/zenodo.1067840", 
  "@type": "SoftwareSourceCode", 
  "name": "shogun-toolbox/shogun: Shogun 6.1.0"
}