libshogun11_1.1.0-6~nd70+1_amd64.deb


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Description

libshogun11 - Large Scale Machine Learning Toolbox

Property Value
Distribution Debian 7 (Wheezy)
Repository NeuroDebian Main amd64
Package filename libshogun11_1.1.0-6~nd70+1_amd64.deb
Package name libshogun11
Package version 1.1.0
Package release 6~nd70+1
Package architecture amd64
Package type deb
Category libs
Homepage http://www.shogun-toolbox.org
License -
Maintainer NeuroDebian Maintainers <team@neuro.debian.net>
Download size 1.51 MB
Installed size 5.33 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 core
library with the machine learning methods and ui helpers all interfaces are
based on.

Alternatives

Package Version Architecture Repository
libshogun11_1.1.0-6~nd70+1_i386.deb 1.1.0 i386 NeuroDebian Main
libshogun11 - - -

Requires

Name Value
libarpack2 >= 2.1
libatlas3-base -
libc6 >= 2.3.2
libgcc1 >= 1:4.1.1
libglpk0 >= 4.30
libhdf5-7 -
libjson0 >= 0.10
liblzma5 >= 5.1.1alpha+20120614
liblzo2-2 -
libstdc++6 >= 4.6
libxml2 >= 2.7.4
neurodebian-popularity-contest -
zlib1g >= 1:1.1.4

Conflicts

Name Value
libshogunui0 -
libshogunui1 -
libshogunui2 -
libshogunui3 -
libshogunui4 -
libshogunui5 -
libshogunui6 -

Download

Type URL
Mirror neurodebian.ovgu.de
Binary Package libshogun11_1.1.0-6~nd70+1_amd64.deb
Source Package shogun

Install Howto

  1. Add the following line to /etc/apt/sources.list:
    deb http://neurodebian.ovgu.de/debian/ wheezy main contrib non-free
  2. Install GPG key of the repository:
    # sudo apt-key adv --recv-keys --keyserver hkp://pgp.mit.edu:80 0xA5D32F012649A5A9
  3. Update the package index:
    # sudo apt-get update
  4. Install libshogun11 deb package:
    # sudo apt-get install libshogun11

See Also

Package Description
libusb-1.0-0-dev_1.0.19-1~nd70+1_amd64.deb userspace USB programming library development files
libusb-1.0-0_1.0.19-1~nd70+1_amd64.deb userspace USB programming library
libusb-1.0-doc_1.0.19-1~nd70+1_all.deb documentation for userspace USB programming
libvia-dev_2.0.4-2~nd70+1_amd64.deb library for volumetric image analysis
libvia-doc_2.0.4-2~nd70+1_all.deb VIA library API documentation
libvia2_2.0.4-2~nd70+1_amd64.deb library for volumetric image analysis
libvistaio-dev_1.2.16-1~nd70+1_amd64.deb Development files for the libvistaio library
libvistaio14_1.2.16-1~nd70+1_amd64.deb Library for loading and storing various types of binary data
libvrpn-dev_07.30+dfsg-1~nd70+1_amd64.deb Virtual Reality Peripheral Network (development files)
libvrpn0_07.30+dfsg-1~nd70+1_amd64.deb Virtual Reality Peripheral Network (client library)
libvrpnserver0_07.30+dfsg-1~nd70+1_amd64.deb Virtual Reality Peripheral Network (server library)
libvtk-dicom-java_0.5.5-2~nd70+1_amd64.deb DICOM for VTK - java
libvtk-dicom0.5-dev_0.5.5-2~nd70+1_amd64.deb DICOM for VTK - dev
libvtk-dicom0.5_0.5.5-2~nd70+1_amd64.deb DICOM for VTK - lib
libvtk-java_5.8.0-7+b0~nd70+1_amd64.deb Visualization Toolkit - A high level 3D visualization library - java
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