python-module-shogun - Python interface for SHOGUN

Property Value
Distribution ALT Linux Sisyphus
Repository Classic i586
Package filename python-module-shogun-6.1.3-alt2.i586.rpm
Package name python-module-shogun
Package version 6.1.3
Package release alt2
Package architecture i586
Package type rpm
Category Development/Python
Homepage -
License -
Maintainer -
Download size 13.45 MB
Installed size 13.45 MB
The machine learning toolbox's focus is on large scale kernel methods and
especially on Support Vector Machines (SVM). It provides a generic SVM
object interfacing to several different SVM implementations, among them the
state of the art LibSVM and SVMlight.  Each of the SVMs can be
combined with a variety of kernels. The toolbox not only provides efficient
implementations of the most common kernels, like the Linear, Polynomial,
Gaussian and Sigmoid Kernel but also comes with a number of recent string
kernels as e.g. the Locality Improved, Fischer, TOP, Spectrum,
Weighted Degree Kernel (with shifts). For the latter the efficient
LINADD optimizations are implemented.  Also SHOGUN offers the freedom of
working with custom pre-computed kernels.  One of its key features is the
``combined kernel'' which can be constructed by a weighted linear combination
of a number of sub-kernels, each of which not necessarily working on the same
domain. An optimal sub-kernel weighting can be learned using Multiple Kernel
This package contains Python interface for SHOGUN.


Package Version Architecture Repository
python-module-shogun-6.1.3-alt2.x86_64.rpm 6.1.3 x86_64 Classic
python-module-shogun - - -


Name Value
/usr/lib/python2.7/site-packages - -
libshogun = 6.1.3-alt2:sisyphus+226468.3100.8.1
rpmlib(PayloadIsLzma) -


Name Value
python-module-shogun = 6.1.3-alt2:sisyphus+226468.3100.8.1
python2.7(_shogun) -
python2.7(shogun) -


Type URL
Binary Package python-module-shogun-6.1.3-alt2.i586.rpm
Source Package shogun-6.1.3-alt2.src.rpm

Install Howto

  1. Add the following line to /etc/apt/sources.list:
    rpm [Sisyphus] i586 classic
    rpm [Sisyphus] noarch classic
  2. Update the package index:
    # sudo apt-get update
  3. Install python-module-shogun rpm package:
    # sudo apt-get install python-module-shogun




2019-04-05 - Gleb F-Malinovskiy <> 6.1.3-alt2
- Rebuilt with libjson-c 0.13.1.
2018-07-27 - Aleksei Nikiforov <> 6.1.3-alt1
- Updated to upstream version 6.1.3.
2017-09-26 - Aleksei Nikiforov <> 6.0.0-alt1
- Updated to upstream version 6.0.0.
2014-06-03 - Eugeny A. Rostovtsev (REAL) <real at> 3.2.0-alt1
- Version 3.2.0
- Rebuilt with gkpk36
2014-01-18 - Eugeny A. Rostovtsev (REAL) <real at> 3.0.0-alt2
- Rebuilt with gkpk35
2013-11-21 - Eugeny A. Rostovtsev (REAL) <real at> 3.0.0-alt1
- Version 3.0.0
2013-07-29 - Eugeny A. Rostovtsev (REAL) <real at> 2.1.0-alt1
- Version 2.1.0
2013-07-02 - Eugeny A. Rostovtsev (REAL) <real at> 2.0.0-alt3
- Rebuilt with new libhdf5
2013-02-04 - Eugeny A. Rostovtsev (REAL) <real at> 2.0.0-alt2
- Rebuilt with glpk 4.48
2013-01-11 - Eugeny A. Rostovtsev (REAL) <real at> 2.0.0-alt1
- Version 2.0.0 (ALT #28174)

See Also

Package Description
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python-module-sip-4.19.13-alt1.i586.rpm Python bindings generator for C++ class libraries
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python-module-snappy-0.5.3-alt3.i586.rpm Python library for the snappy compression library from Google
python-module-spidermonkey-0.0.10-alt5.i586.rpm JavaScript/python bridge
python-module-stfl-0.24-alt5.2.i586.rpm Python binding to stfl