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


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Description

shogun-cmdline-static - Large Scale Machine Learning Toolbox

Property Value
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

Package Version Architecture Repository
shogun-cmdline-static_3.2.0-7.3build4_amd64.deb 3.2.0 amd64 Ubuntu Universe
shogun-cmdline-static - - -

Requires

Name Value
libc6 >= 2.4
libgcc1 >= 1:4.1.1
libshogun16 = 3.2.0-7.3build4
libstdc++6 >= 4.1.1

Conflicts

Name Value
shogun-cmdline -

Replaces

Name Value
shogun-cmdline -

Download

Type URL
Binary Package shogun-cmdline-static_3.2.0-7.3build4_i386.deb
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

Path
/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.

See Also

Package Description
shogun-doc-cn_3.2.0-7.3build4_all.deb Large Scale Machine Learning Toolbox
shogun-doc-en_3.2.0-7.3build4_all.deb Large Scale Machine Learning Toolbox
shorewall-core_5.0.4-1_all.deb Shorewall core components
shorewall-doc_5.0.4-1_all.deb documentation for Shoreline Firewall (Shorewall)
shorewall-init_5.0.4-1_all.deb Shorewall initialization
shorewall-lite_5.0.4-1_all.deb Shorewall (lite version), a high-level tool for configuring Netfilter
shorewall6-lite_5.0.4-1_all.deb Shorewall (lite version with IPv6 support)
shorewall6_5.0.4-1_all.deb Shoreline Firewall (IPv6 version), netfilter configurator
shorewall_5.0.4-1_all.deb Shoreline Firewall, netfilter configurator
shotdetect_1.0.86-5_i386.deb scene change detector
showfoto_4.12.0-0ubuntu7_i386.deb image viewer/editor for KDE
showfsck_1.4ubuntu4_all.deb show the number of reboots before next forced fsck
showq_0.4.1+git20151103~dfsg0-1_i386.deb MIDI controllable audio player
shr-specs_2011.03.08.2-1_all.deb SHR DBus XML specification & documentation
shrinksafe_1.7.2-1.1_all.deb JavaScript "compression" system
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