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

Links for shogun-r

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 R package.

Other Packages Related to shogun-r

depends

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suggests

dep: libatlas3gf-base [not alpha, armel]

Automatically Tuned Linear Algebra Software,generic shared

or libatlas.so.3gf

virtual package provided by libatlas3gf-2.0, libatlas3gf-3dnow, libatlas3gf-altivec, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2, libatlas3gf-v9
dep: libatlas3gf-base [not alpha, armel]

Automatically Tuned Linear Algebra Software,generic shared

or liblapack3gf

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
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

Automatically Tuned Linear Algebra Software,generic shared
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 (>= 2.3.5) [powerpc]

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

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

dep: libc6 (>= 2.6) [sparc]
dep: libc6.1 (>= 2.1.3) [alpha]

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

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

Automatically Tuned Linear Algebra Software,generic shared
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]

Large Scale Machine Learning Toolbox

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: r-base-core

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

compression library - runtime

Download shogun-r

Download for all available architectures
Architecture	Version	Package Size	Installed Size	Files
alpha	0.9.1-1	49.9 kB	712 kB	[list of files]
amd64	0.9.1-1	49.8 kB	708 kB	[list of files]
armel	0.9.1-1	46.5 kB	696 kB	[list of files]
hppa	0.9.1-1	51.1 kB	708 kB	[list of files]
i386	0.9.1-1	48.8 kB	700 kB	[list of files]
ia64	0.9.1-1	51.5 kB	724 kB	[list of files]
kfreebsd-amd64	0.9.1-1	48.6 kB	404 kB	[list of files]
kfreebsd-i386	0.9.1-1	47.7 kB	396 kB	[list of files]
mips	0.9.1-1	49.1 kB	708 kB	[list of files]
mipsel	0.9.1-1	47.3 kB	708 kB	[list of files]
powerpc	0.9.1-1+b1	51.2 kB	708 kB	[list of files]
s390	0.9.1-1	48.5 kB	704 kB	[list of files]
sparc	0.9.1-1	48.1 kB	700 kB	[list of files]