Software Open Access

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


Dublin Core Export

<?xml version='1.0' encoding='utf-8'?>
<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Soeren Sonnenburg</dc:creator>
  <dc:creator>Heiko Strathmann</dc:creator>
  <dc:creator>Sergey Lisitsyn</dc:creator>
  <dc:creator>Viktor Gal</dc:creator>
  <dc:creator>Fernando J. Iglesias García</dc:creator>
  <dc:creator>Wu Lin</dc:creator>
  <dc:creator>Soumyajit De</dc:creator>
  <dc:creator>Chiyuan Zhang</dc:creator>
  <dc:creator>frx</dc:creator>
  <dc:creator>tklein23</dc:creator>
  <dc:creator>Evgeniy Andreev</dc:creator>
  <dc:creator>JonasBehr</dc:creator>
  <dc:creator>sploving</dc:creator>
  <dc:creator>Parijat Mazumdar</dc:creator>
  <dc:creator>Christian Widmer</dc:creator>
  <dc:creator>Pan Deng / Zora</dc:creator>
  <dc:creator>Giovanni De Toni</dc:creator>
  <dc:creator>Saurabh Mahindre</dc:creator>
  <dc:creator>Abhijeet Kislay</dc:creator>
  <dc:creator>Kevin Hughes</dc:creator>
  <dc:creator>Roman Votyakov</dc:creator>
  <dc:creator>khalednasr</dc:creator>
  <dc:creator>Sanuj Sharma</dc:creator>
  <dc:creator>Alesis Novik</dc:creator>
  <dc:creator>Abinash Panda</dc:creator>
  <dc:creator>Evangelos Anagnostopoulos</dc:creator>
  <dc:creator>Liang Pang</dc:creator>
  <dc:creator>Alex Binder</dc:creator>
  <dc:creator>serialhex</dc:creator>
  <dc:creator>Björn Esser</dc:creator>
  <dc:date>2017-11-28</dc:date>
  <dc:description>
This release is dedicated for Heiko's successful PhD defense!

Add conda-forge packages, to get prebuilt binaries via the cross-platform conda package manager [Dougal Sutherland]

Change interface cmake variables to INTERFACE_*
Move GPL code to gpl submodule [Heiko Strathmann]

Features

Enable using BLAS/LAPACK from Eigen by default [Viktor Gal]
Add iterators to SGVector and SGMatrix [Viktor Gal]
Significantly lower the runtime of KernelPCA (GSoC '17) [Michele Mazzoni]
Refactor FisherLDA and LDA solvers (GSoC '17) [Michele Mazzoni]
Add automated test for trained model serialization (GSoC '17) [Michele Mazzoni]
Enable SWIG director classes by default [Viktor Gal]
Vectorize DotFeatures covariance/mean calculation [Michele Mazzoni]
Support for premature stopping of model training (GSoC '17) [Giovanni De Toni]
Add support for observable variables (GSoC '17) [Giovanni De Toni]
Use TFLogger to serialize observed variables for TensorBoard (GSoC '17) [Giovanni De Toni]
Drop CMath::dot and SGVector::dot and use linalg::dot [Viktor Gal]
Added class probabilities for BaggingMachine (GSoC '17) [Olivier Nguyen]
### Bugfixes
Fix transpose bug in Ruby typemap for matrices [Elias Saalmann]
Fix MKL detection and linking; use mkl_rt when available [Viktor Gal]
Fix Windows static linking [Viktor Gal]
Fix SWIG interface compilation on Windows [qcrist]
Fix CircularBuffer bug that broke parsing of big CSV and LibSVM files #1991 [Viktor Gal]
Fix R interface when using clang to compile the interface [Viktor Gal]
</dc:description>
  <dc:identifier>https://zenodo.org/record/1067840</dc:identifier>
  <dc:identifier>10.5281/zenodo.1067840</dc:identifier>
  <dc:identifier>oai:zenodo.org:1067840</dc:identifier>
  <dc:relation>url:https://github.com/shogun-toolbox/shogun/tree/shogun_6.1.0</dc:relation>
  <dc:relation>doi:10.5281/zenodo.591641</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:title>shogun-toolbox/shogun: Shogun 6.1.0</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>

Share

Cite as