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shogun-toolbox/shogun: Shogun 6.1.0

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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  <identifier identifierType="DOI">10.5281/zenodo.1067840</identifier>
  <creators>
    <creator>
      <creatorName>Soeren Sonnenburg</creatorName>
      <affiliation>TomTom Traffic Production Unit Berlin</affiliation>
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    <creator>
      <creatorName>Heiko Strathmann</creatorName>
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    <creator>
      <creatorName>Sergey Lisitsyn</creatorName>
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    <creator>
      <creatorName>Viktor Gal</creatorName>
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    <creator>
      <creatorName>Fernando J. Iglesias García</creatorName>
    </creator>
    <creator>
      <creatorName>Wu Lin</creatorName>
    </creator>
    <creator>
      <creatorName>Soumyajit De</creatorName>
      <affiliation>Oracle India Pvt. Ltd</affiliation>
    </creator>
    <creator>
      <creatorName>Chiyuan Zhang</creatorName>
      <affiliation>MIT</affiliation>
    </creator>
    <creator>
      <creatorName>frx</creatorName>
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    <creator>
      <creatorName>tklein23</creatorName>
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    <creator>
      <creatorName>Evgeniy Andreev</creatorName>
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      <creatorName>JonasBehr</creatorName>
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    <creator>
      <creatorName>sploving</creatorName>
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    <creator>
      <creatorName>Parijat Mazumdar</creatorName>
      <affiliation>University of Illinois Urbana Champaign</affiliation>
    </creator>
    <creator>
      <creatorName>Christian Widmer</creatorName>
      <affiliation>Activision-Blizzard</affiliation>
    </creator>
    <creator>
      <creatorName>Pan Deng / Zora</creatorName>
    </creator>
    <creator>
      <creatorName>Giovanni De Toni</creatorName>
    </creator>
    <creator>
      <creatorName>Saurabh Mahindre</creatorName>
    </creator>
    <creator>
      <creatorName>Abhijeet Kislay</creatorName>
      <affiliation>@bloomberg</affiliation>
    </creator>
    <creator>
      <creatorName>Kevin Hughes</creatorName>
      <affiliation>Shopify</affiliation>
    </creator>
    <creator>
      <creatorName>Roman Votyakov</creatorName>
    </creator>
    <creator>
      <creatorName>khalednasr</creatorName>
    </creator>
    <creator>
      <creatorName>Sanuj Sharma</creatorName>
    </creator>
    <creator>
      <creatorName>Alesis Novik</creatorName>
    </creator>
    <creator>
      <creatorName>Abinash Panda</creatorName>
    </creator>
    <creator>
      <creatorName>Evangelos Anagnostopoulos</creatorName>
    </creator>
    <creator>
      <creatorName>Liang Pang</creatorName>
      <affiliation>ICT</affiliation>
    </creator>
    <creator>
      <creatorName>Alex Binder</creatorName>
    </creator>
    <creator>
      <creatorName>serialhex</creatorName>
      <affiliation>Level 3 Inspection</affiliation>
    </creator>
    <creator>
      <creatorName>Björn Esser</creatorName>
    </creator>
  </creators>
  <titles>
    <title>Shogun-Toolbox/Shogun: Shogun 6.1.0</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2017</publicationYear>
  <dates>
    <date dateType="Issued">2017-11-28</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/1067840</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/shogun-toolbox/shogun/tree/shogun_6.1.0</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsPartOf">10.5281/zenodo.591641</relatedIdentifier>
  </relatedIdentifiers>
  <version>shogun_6.1.0</version>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;ul&gt;
&lt;li&gt;&lt;p&gt;This release is dedicated for Heiko's successful PhD defense!&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Add conda-forge packages, to get prebuilt binaries via the cross-platform conda package manager [Dougal Sutherland]&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;Change interface cmake variables to INTERFACE_*&lt;/li&gt;
&lt;li&gt;Move GPL code to gpl submodule [Heiko Strathmann]&lt;/li&gt;
&lt;/ul&gt;
Features
&lt;ul&gt;
&lt;li&gt;Enable using BLAS/LAPACK from Eigen by default [Viktor Gal]&lt;/li&gt;
&lt;li&gt;Add iterators to SGVector and SGMatrix [Viktor Gal]&lt;/li&gt;
&lt;li&gt;Significantly lower the runtime of KernelPCA (GSoC '17) [Michele Mazzoni]&lt;/li&gt;
&lt;li&gt;Refactor FisherLDA and LDA solvers (GSoC '17) [Michele Mazzoni]&lt;/li&gt;
&lt;li&gt;Add automated test for trained model serialization (GSoC '17) [Michele Mazzoni]&lt;/li&gt;
&lt;li&gt;Enable SWIG director classes by default [Viktor Gal]&lt;/li&gt;
&lt;li&gt;Vectorize DotFeatures covariance/mean calculation [Michele Mazzoni]&lt;/li&gt;
&lt;li&gt;Support for premature stopping of model training (GSoC '17) [Giovanni De Toni]&lt;/li&gt;
&lt;li&gt;Add support for observable variables (GSoC '17) [Giovanni De Toni]&lt;/li&gt;
&lt;li&gt;Use TFLogger to serialize observed variables for TensorBoard (GSoC '17) [Giovanni De Toni]&lt;/li&gt;
&lt;li&gt;Drop CMath::dot and SGVector::dot and use linalg::dot [Viktor Gal]&lt;/li&gt;
&lt;li&gt;Added class probabilities for BaggingMachine (GSoC '17) [Olivier Nguyen]
### Bugfixes&lt;/li&gt;
&lt;li&gt;Fix transpose bug in Ruby typemap for matrices [Elias Saalmann]&lt;/li&gt;
&lt;li&gt;Fix MKL detection and linking; use mkl_rt when available [Viktor Gal]&lt;/li&gt;
&lt;li&gt;Fix Windows static linking [Viktor Gal]&lt;/li&gt;
&lt;li&gt;Fix SWIG interface compilation on Windows [qcrist]&lt;/li&gt;
&lt;li&gt;Fix CircularBuffer bug that broke parsing of big CSV and LibSVM files #1991 [Viktor Gal]&lt;/li&gt;
&lt;li&gt;Fix R interface when using clang to compile the interface [Viktor Gal]&lt;/li&gt;
&lt;/ul&gt;</description>
  </descriptions>
</resource>

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