libshogun-dev_1.1.0-6~nd70+1_amd64.deb


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Description

libshogun-dev - Large Scale Machine Learning Toolbox

Property Value
Distribution Debian 8 (Jessie)
Repository NeuroDebian Main amd64
Package name libshogun-dev
Package version 1.1.0
Package release 6~nd70+1
Package architecture amd64
Package type deb
Installed size 16.18 KB
Download size 2.63 MB
Official Mirror neurodebian.ovgu.de
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 package
includes the developer files required to create stand-a-lone executables.

Alternatives

Package Version Architecture Repository
libshogun-dev_3.2.0-7.3_i386.deb 3.2.0 i386 Debian Main
libshogun-dev_3.2.0-7.3_amd64.deb 3.2.0 amd64 Debian Main
libshogun-dev_1.1.0-6~nd70+1_i386.deb 1.1.0 i386 NeuroDebian Main
libshogun-dev - - -

Requires

Name Value
libshogun11 = 1.1.0-6~nd70+1
neurodebian-popularity-contest -

Download

Type URL
Binary Package libshogun-dev_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/ jessie main contrib non-free
  2. Install GPG key of the repository:
    # sudo apt-key adv --recv-keys --keyserver pgp.mit.edu 2649A5A9
  3. Update the package index:
    # sudo apt-get update
  4. Install libshogun-dev deb package:
    # sudo apt-get install libshogun-dev

See Also

Package Description
libshogun11_1.1.0-6~nd70+1_amd64.deb Large Scale Machine Learning Toolbox
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~nd80+1_amd64.deb Development files for the libvistaio library
libvistaio14_1.2.16-1~nd80+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~nd80+1_amd64.deb DICOM for VTK - java
libvtk-dicom0.5-dev_0.5.5-2~nd80+1_amd64.deb DICOM for VTK - dev
libvtk-dicom0.5_0.5.5-2~nd80+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
libvtk5-dev_5.8.0-7+b0~nd70+1_amd64.deb VTK header files for building C++ code
libvtk5-qt4-dev_5.8.0-7+b0~nd70+1_amd64.deb Visualization Toolkit - A high level 3D visualization library - Qt devel
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