Package libshogun-devel: Information
Binary package: libshogun-devel
Version: 0.9.3-alt2
Architecture: x86_64
Build time: Apr 15, 2011, 09:57 PM
Source package: shogun
Category: Development/C++
Report package bugDownload: libshogun-devel-0.9.3-alt2.x86_64.rpm
Home page: http://www.shogun-toolbox.org/
License: GPL v3 or later
Summary: Development files of SHOGUN
Description:
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 Learning. This package contains development files of SHOGUN.
Maintainer: Eugeny A. Rostovtsev
Last changed
April 15, 2011 Eugeny A. Rostovtsev 0.9.3-alt2
- Built with GotoBLAS2 instead of ATLAS
July 27, 2010 Eugeny A. Rostovtsev 0.9.3-alt1
- Initial build for Sisyphus