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libshogun8

Large Scale Machine Learning Toolbox

Variants:
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 core library all interfaces are based on.

Homepage:
Package version:0.9.3-4
Architecture:kfreebsd-amd64
Distribution:Debian
Filename:libshogun8_0.9.3-4_kfreebsd-amd64.deb

/usr/share/doc/libshogun8/README

Explanation of directory content
================================

README       - this file
Makefile     - to create release archives
src          - shogun source code
doc          - documentation (to be built using doxygen)
examples     - example files for all interfaces
applications - applications of shogun
testsuite    - the shogun test suite

The following table depicts the status of each inte
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/usr/share/doc/libshogun8/README.Debian

This package was initially debianized by Torsten Werner <twerner@debian.org>
and is now maintained by Soeren Sonnenburg <sonne@debian.org>.

The nonfree SVMlight files have been removed from the upstream archive and the
package is configured with --disable-svmlight. Users seeking for SVMLight may
resort to using the included GPDT-SVM as a drop in replacement. It uses a very
similar algorithm but i
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/usr/share/doc/libshogun8/changelog.Debian.gz

shogun (0.9.3-4) unstable; urgency=high

  * Workaround cdbs problem and hopefully only create doxygen doc once.
    - This should be a workaround for the FTBS caused by doxygen bugs.
    - Therefore increasing urgency to high.

 -- Soeren Sonnenburg <sonne@debian.org>  Tue, 17 Aug 2010 21:16:30 +0200

shogun (0.9.3-3) unstable; urgency=low

  * Do not call make doc on arch-dep targets but on inde
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/usr/share/doc/libshogun8/copyright

This program was downloaded from http://www.shogun-toolbox.org .

The main upstream Authors are
    
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