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

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&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;
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Publication date:
November 28, 2017
DOI:
10.5281/zenodo.1067840

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Version shogun_6.1.0 10.5281/zenodo.1067840 Nov 28, 2017
Version shogun_6.0.0 10.5281/zenodo.556748 Apr 23, 2017
Version shogun_5.0.0 10.5281/zenodo.164882 Nov 4, 2016
Version shogun_4.1.0 10.5281/zenodo.51537 Feb 10, 2016
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