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shogun-toolbox/shogun: Shogun 6.1.0

Authors: Soeren Sonnenburg; Strathmann, Heiko; Lisitsyn, Sergey; Gal, Viktor; García, Fernando J. Iglesias; Lin, Wu; Soumyajit De; +23 Authors

shogun-toolbox/shogun: Shogun 6.1.0

Abstract

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]

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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4
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