Package: shogun-cmdline (0.9.1-1 and others)

Links for shogun-cmdline

Debian Resources:

Download Source Package shogun:

Maintainer:

Soeren Sonnenburg (QA Page)

External Resources:

Homepage [www.shogun-toolbox.org]

Similar packages:

Large Scale Machine Learning Toolbox

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.

Tags: : qa::low-popcon, Role: Program

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or libatlas.so.3gf

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dep: libatlas3gf-base [not alpha, armel]

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or liblapack3gf

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dep: libblas3gf [alpha, armel]

Basic Linear Algebra Subroutines 3, shared library

or libblas.so.3gf

virtual package provided by libatlas3gf-2.0, libatlas3gf-3dnow, libatlas3gf-altivec, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2, libatlas3gf-v9, libblas3gf

or libatlas3gf-base

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dep: libc0.1 (>= 2.3) [kfreebsd-amd64, kfreebsd-i386]

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also a virtual package provided by libc0.1-udeb
dep: libc6 (>= 2.10) [hppa]

GNU C Library: Shared libraries
also a virtual package provided by libc6-udeb

dep: libc6 (>= 2.2.5) [amd64]

dep: libc6 (>= 2.3.6-6~) [i386]

dep: libc6 (>= 2.4) [armel, mips, mipsel, powerpc, s390]

dep: libc6 (>= 2.6) [sparc]
dep: libc6.1 (>= 2.2) [ia64]

GNU C Library: Shared libraries
also a virtual package provided by libc6.1-udeb

dep: libc6.1 (>= 2.4) [alpha]
dep: libgcc1 (>= 1:4.1.1) [not armel, hppa, kfreebsd-amd64, kfreebsd-i386]

GCC support library

dep: libgcc1 (>= 1:4.4) [kfreebsd-amd64, kfreebsd-i386]

dep: libgcc1 (>= 1:4.4.0) [armel]
dep: libgcc4 (>= 4.1.1) [hppa]

GCC support library
dep: libglpk0 (>= 4.30)

linear programming kit with integer (MIP) support
dep: liblapack3gf [alpha, armel]

library of linear algebra routines 3 - shared version

or liblapack.so.3gf

virtual package provided by libatlas3gf-2.0, libatlas3gf-3dnow, libatlas3gf-altivec, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2, libatlas3gf-v9, liblapack3gf

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dep: liblzma1 (>= 4.999.9beta)

XZ-format compression library
dep: liblzo2-2

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GNU readline and history libraries, run-time libraries
dep: libshogun6 (= 0.9.1-1) [not powerpc]

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dep: libshogun6 (= 0.9.1-1+b1) [powerpc]
dep: libshogunui3 (= 0.9.1-1) [not powerpc]

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dep: libshogunui3 (= 0.9.1-1+b1) [powerpc]
dep: libstdc++6 (>= 4.1.1) [not armel, kfreebsd-amd64, kfreebsd-i386]

The GNU Standard C++ Library v3

dep: libstdc++6 (>= 4.4) [kfreebsd-amd64, kfreebsd-i386]

dep: libstdc++6 (>= 4.4.0) [armel]
dep: libunwind7 [ia64]

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dep: zlib1g (>= 1:1.1.4)

compression library - runtime

Download shogun-cmdline

Download for all available architectures
Architecture	Version	Package Size	Installed Size	Files
alpha	0.9.1-1	31.8 kB	404 kB	[list of files]
amd64	0.9.1-1	32.4 kB	400 kB	[list of files]
armel	0.9.1-1	30.6 kB	392 kB	[list of files]
hppa	0.9.1-1	35.4 kB	408 kB	[list of files]
i386	0.9.1-1	31.8 kB	396 kB	[list of files]
ia64	0.9.1-1	34.3 kB	424 kB	[list of files]
kfreebsd-amd64	0.9.1-1	31.7 kB	230 kB	[list of files]
kfreebsd-i386	0.9.1-1	31.1 kB	228 kB	[list of files]
mips	0.9.1-1	31.4 kB	404 kB	[list of files]
mipsel	0.9.1-1	30.7 kB	404 kB	[list of files]
powerpc	0.9.1-1+b1	33.4 kB	404 kB	[list of files]
s390	0.9.1-1	32.0 kB	400 kB	[list of files]
sparc	0.9.1-1	31.6 kB	396 kB	[list of files]