Пакет libshogun-devel: Информация
Бинарный пакет: libshogun-devel
Версия: 0.9.3-alt2
Архитектура: x86_64
Собран: 15 апреля 2011 г. 21:57
Исходный пакет: shogun
Категория: Разработка/C++
Сообщить об ошибке в пакетеЗагрузка: libshogun-devel-0.9.3-alt2.x86_64.rpm
Домашняя страница: http://www.shogun-toolbox.org/
Лицензия: GPL v3 or later
О пакете: Development files of SHOGUN
Описание:
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.
Сопровождающий: Eugeny A. Rostovtsev
Последнее изменение
15 апреля 2011 г. Eugeny A. Rostovtsev 0.9.3-alt2
- Built with GotoBLAS2 instead of ATLAS
27 июля 2010 г. Eugeny A. Rostovtsev 0.9.3-alt1
- Initial build for Sisyphus