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

Links for shogun-elwms

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 eierlegendewollmilchsau package, providing interfaces and interoperability commands to R, Octave and Python all at once.

Tags: : qa::low-popcon

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dep: libatlas3gf-base [not alpha, armel]

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or liblapack3gf

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or liblapack.so.3gf

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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]

GNU C Library: Shared libraries
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

or libatlas3gf-base

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dep: liblzma1 (>= 4.999.9beta)

XZ-format compression library
dep: liblzo2-2

data compression library
dep: libshogun6 (= 0.9.1-1) [not powerpc]

Large Scale Machine Learning Toolbox

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]

A library to determine the call-chain of a program - runtime
dep: octave3.2 (>= 3.2.3)

GNU Octave language for numerical computations (3.2 branch)
dep: python2.5 (>= 2.5)

An interactive high-level object-oriented language (version 2.5)
dep: r-base-core

GNU R core of statistical computation and graphics system
dep: zlib1g (>= 1:1.1.4)

compression library - runtime

Download shogun-elwms

Download for all available architectures
Architecture	Version	Package Size	Installed Size	Files
alpha	0.9.1-1	107.2 kB	696 kB	[list of files]
amd64	0.9.1-1	106.3 kB	648 kB	[list of files]
armel	0.9.1-1	96.8 kB	616 kB	[list of files]
hppa	0.9.1-1	110.0 kB	668 kB	[list of files]
i386	0.9.1-1	102.2 kB	628 kB	[list of files]
ia64	0.9.1-1	127.0 kB	836 kB	[list of files]
kfreebsd-amd64	0.9.1-1	105.4 kB	478 kB	[list of files]
kfreebsd-i386	0.9.1-1	101.1 kB	462 kB	[list of files]
mips	0.9.1-1	92.8 kB	676 kB	[list of files]
mipsel	0.9.1-1	91.2 kB	676 kB	[list of files]
powerpc	0.9.1-1+b1	103.4 kB	656 kB	[list of files]
s390	0.9.1-1	102.8 kB	656 kB	[list of files]
sparc	0.9.1-1	96.3 kB	632 kB	[list of files]