shogun-cmdline-static_3.2.0-7.3build4_i386.deb


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Description

shogun-cmdline-static - Large Scale Machine Learning Toolbox

Distribution: Ubuntu 16.04 LTS (Xenial Xerus)
Repository: Ubuntu Universe i386
Package name: shogun-cmdline-static
Package version: 3.2.0
Package release: 7.3build4
Package architecture: i386
Package type: deb
Installed size: 173 B
Download size: 31.81 KB
Official Mirror: archive.ubuntu.com
SHOGUN - is a new machine learning toolbox with focus on large scale kernel methods and especially on Support Vector Machines (SVM) with focus to bioinformatics. It provides a generic SVM object interfacing to several different SVM implementations. Each of the SVMs can be combined with a variety of the many kernels implemented. It can deal with weighted linear combination of a number of sub-kernels, each of which not necessarily working on the same domain, where an optimal sub-kernel weighting can be learned using Multiple Kernel Learning. Apart from SVM 2-class classification and regression problems, a number of linear methods like Linear Discriminant Analysis (LDA), Linear Programming Machine (LPM), (Kernel) Perceptrons and also algorithms to train hidden markov models are implemented. The input feature-objects can be dense, sparse or strings and of type int/short/double/char and can be converted into different feature types. Chains of preprocessors (e.g. substracting the mean) can be attached to each feature object allowing for on-the-fly pre-processing. SHOGUN comes in different flavours, a stand-a-lone version and also with interfaces to Matlab(tm), R, Octave, Readline and Python. This is the Readline package.

Alternatives

Conflicts

  • shogun-cmdline

Replaces

  • shogun-cmdline

    Download

    Source package: shogun

    Install Howto

    1. Update the package index:
      # sudo apt-get update
    2. Install shogun-cmdline-static deb package:
      # sudo apt-get install shogun-cmdline-static

    Files

    • /usr/bin/shogun
    • /usr/share/doc/shogun-cmdline-static/changelog.Debian.gz
    • /usr/share/doc/shogun-cmdline-static/copyright
    • /usr/share/doc/shogun-cmdline-static/examples/CMakeLists.txt
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_gmnpsvm.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_gpbtsvm.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_knn.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_lda.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_liblinear.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_libsvm.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_libsvmmulticlass.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_libsvmoneclass.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_mpdsvm.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_perceptron.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_svmlin.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_svmocas.sg
    • /usr/share/doc/shogun-cmdline-static/examples/classifier_svmsgd.sg
    • /usr/share/doc/shogun-cmdline-static/examples/clustering_hierarchical.sg
    • /usr/share/doc/shogun-cmdline-static/examples/clustering_kmeans.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_braycurtis.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_canberra.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_canberraword.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_chebyshew.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_chisquare.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_cosine.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_euclidean.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_geodesic.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_hammingword.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_jensen.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_manhatten.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_manhattenword.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_minkowski.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distance_tanimoto.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distribution_histogram.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distribution_hmm.sg
    • /usr/share/doc/shogun-cmdline-static/examples/distribution_linearhmm.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_chi2.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_combined.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_commulongstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_commwordstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_const.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_diag.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_distance.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_fixeddegreestring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_gaussian.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_gaussianshift.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_linear.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_linearbyte.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_linearstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_linearword.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_localalignmentstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_localityimprovedstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_oligostring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_poly.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_polymatchstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_polymatchword.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_sigmoid.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_simplelocalityimprovedstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_sparsegaussian.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_sparselinear.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_sparsepoly.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_top.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_weightedcommwordstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_weighteddegreepositionstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/kernel_weighteddegreestring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/mkl_multiclass.sg
    • /usr/share/doc/shogun-cmdline-static/examples/preproc_logplusone.sg
    • /usr/share/doc/shogun-cmdline-static/examples/preproc_normone.sg
    • /usr/share/doc/shogun-cmdline-static/examples/preproc_prunevarsubmean.sg
    • /usr/share/doc/shogun-cmdline-static/examples/preproc_sortulongstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/preproc_sortwordstring.sg
    • /usr/share/doc/shogun-cmdline-static/examples/regression_krr.sg
    • /usr/share/doc/shogun-cmdline-static/examples/regression_libsvr.sg
    • /usr/share/man/man5/shogun.5.gz

    Changelog

    2015-10-06 - Matthias Klose <doko@ubuntu.com> shogun (3.2.0-7.3build4) wily; urgency=medium * No-change rebuild for hdf5 soname change.

    2015-08-10 - Steve Langasek <steve.langasek@ubuntu.com> shogun (3.2.0-7.3build3) wily; urgency=medium * No-change rebuild against libprotobuf9v5

    2014-12-04 - Colin Watson <cjwatson@ubuntu.com> shogun (3.2.0-7.3build2) vivid; urgency=medium * Rebuild against libprotobuf9.

    2014-11-10 - Colin Watson <cjwatson@ubuntu.com> shogun (3.2.0-7.3build1) vivid; urgency=medium * Rebuild against libhdf5-8.

    2014-10-21 - Sebastian Ramacher <sramacher@debian.org> shogun (3.2.0-7.3) unstable; urgency=medium * Non-maintainer upload. * debian/control: Add missing python to Build-Depends. (Closes: #765131)

    2014-08-31 - Gilles Filippini <pini@debian.org> shogun (3.2.0-7.2) unstable; urgency=medium * Non-maintainer upload. * Build-Depends: clang instead of clang-3.4 (closes: #760120) /usr/bin/clang is now provided by clang since co-installability of clang-* packages.

    2014-08-27 - Gilles Filippini <pini@debian.org> shogun (3.2.0-7.1) unstable; urgency=medium * Non-maintainer upload. * Build-Depends: libjson-c-dev instead of libjson-c2-dev | libjson0-dev (closes: #758009).

    2014-07-11 - Soeren Sonnenburg <sonne@debian.org> shogun (3.2.0-7) unstable; urgency=low * Build depend on libjson-c2-dev instead of libjson-c-dev.

    2014-07-11 - Soeren Sonnenburg <sonne@debian.org> shogun (3.2.0-6) unstable; urgency=low * Attempt to use gcc on powerpc to workaround compile failure.

    2014-07-07 - Soeren Sonnenburg <sonne@debian.org> shogun (3.2.0-5) unstable; urgency=low * Fix typo on i386 releases.

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