Description
shogun-cmdline-static - Large Scale Machine Learning Toolbox
| Property | Value |
|---|---|
| Distribution | Debian 10 (Buster) |
| Repository | Debian Main i386 |
| Package filename | shogun-cmdline-static_3.2.0-8+b1_i386.deb |
| Package name | shogun-cmdline-static |
| Package version | 3.2.0 |
| Package release | 8+b1 |
| Package architecture | i386 |
| Package type | deb |
| Category | science |
| Homepage | http://www.shogun-toolbox.org |
| License | - |
| Maintainer | Debian QA Group <packages@qa.debian.org> |
| Download size | 938.36 KB |
| Installed size | 1.05 MB |
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_3.2.0-8+b1_amd64.deb | 3.2.0 | amd64 | Debian Main |
| shogun-cmdline-static | - | - | - |
Requires
| Name | Value |
|---|---|
| libarpack2 | >= 2.1 |
| libatlas3-base | - |
| libbz2-1.0 | - |
| libc6 | >= 2.4 |
| libcolpack0v5 | - |
| libcurl3-gnutls | >= 7.16.2 |
| libgcc1 | >= 1:3.0 |
| libglpk40 | >= 4.59 |
| libgomp1 | >= 4.2.1 |
| libhdf5-103 | - |
| libjson-c3 | >= 0.10 |
| liblapack.so.3 | - |
| liblapack3 | - |
| liblzma5 | >= 5.1.1alpha+20110809 |
| liblzo2-2 | - |
| libnlopt0 | >= 2.2.4 |
| libprotobuf17 | - |
| libshogun16 | = 3.2.0-8+b1 |
| libsnappy1v5 | - |
| libstdc++6 | >= 4.1.1 |
| libsz2 | - |
| libxml2 | >= 2.6.27 |
| zlib1g | >= 1:1.1.4 |
Conflicts
| Name | Value |
|---|---|
| shogun-cmdline | - |
Replaces
| Name | Value |
|---|---|
| shogun-cmdline | - |
Download
| Type | URL |
|---|---|
| Mirror | ftp.br.debian.org |
| Binary Package | shogun-cmdline-static_3.2.0-8+b1_i386.deb |
| Source Package | shogun |
Install Howto
- Update the package index:
# sudo apt-get update - 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/changelog.Debian.i386.gz |
| /usr/share/doc/shogun-cmdline-static/changelog.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
2018-11-10 - Adrian Bunk <bunk@debian.org> shogun (3.2.0-8) unstable; urgency=medium * QA upload. * Set maintainer to Debian QA Group. (see #881842) * Use gcc on all architectures. (Closes: #797037) * Remove the alternative build dependency on libhdf5-serial-dev. (Closes: #879144)
2017-09-19 - Graham Inggs <ginggs@debian.org> shogun (3.2.0-7.5) unstable; urgency=medium * Non-maintainer upload * Drop build-dependency on libatlas-dev (Closes: #871716)
2017-01-15 - Adrian Bunk <bunk@debian.org> shogun (3.2.0-7.4) unstable; urgency=medium * Non-maintainer upload. * Add patch from Graham Inggs to fix Eigen 3.3 FTBFS. (Closes: #809290)
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.
2014-07-06 - Soeren Sonnenburg <sonne@debian.org> shogun (3.2.0-4) unstable; urgency=low * Disable sse on i386 architectures to fix FTBS. * Add arc4random to build deps.
See Also
| Package | Description |
|---|---|
| shogun-doc-cn_3.2.0-8_all.deb | Large Scale Machine Learning Toolbox |
| shogun-doc-en_3.2.0-8_all.deb | Large Scale Machine Learning Toolbox |
| shoogle_0.1.4-7_all.deb | Google API from the command line |
| shorewall-core_5.2.3.2-1_all.deb | Shorewall core components |
| shorewall-doc_5.2.3-1_all.deb | documentation for Shoreline Firewall (Shorewall) |
| shorewall-init_5.2.3.2-1_all.deb | Shorewall initialization |
| shorewall-lite_5.2.3.2-1_all.deb | Shorewall (lite version), a high-level tool for configuring Netfilter |
| shorewall6-lite_5.2.3.2-1_all.deb | Shorewall (lite version with IPv6 support) |
| shorewall6_5.2.3.2-1_all.deb | Shoreline Firewall (IPv6 version), netfilter configurator |
| shorewall_5.2.3.2-1_all.deb | Shoreline Firewall, netfilter configurator |
| shotdetect_1.0.86-5+b2_i386.deb | scene change detector |
| shotwell-common_0.30.1-1_all.deb | digital photo organizer - common files |
| shotwell_0.30.1-1_i386.deb | digital photo organizer |
| shove_0.8.2-1_all.deb | test tool for shell scripts with TAP outputs |
| showfoto_5.9.0-1+b1_i386.deb | image viewer/editor for KDE |
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