packagesПакет: shogun-octave-modular (0.9.1-1build1) [universe]
Ссылки для shogun-octave-modular
Ресурсы Ubuntu:
Исходный код shogun:
Сопровождающий:
Please consider filing a bug or asking a question via Launchpad before contacting the maintainer directly.
Original Maintainer (usually from Debian):
- Soeren Sonnenburg
It should generally not be necessary for users to contact the original maintainer.
Внешние ресурсы:
- Сайт [www.shogun-toolbox.org]
Подобные пакеты:
Large Scale Machine Learning Toolbox
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 modular Octave package employing swig.
Другие пакеты, относящиеся к shogun-octave-modular
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-
- dep: libatlas3gf-base
- Automatically Tuned Linear Algebra Software,generic shared
- или libatlas.so.3gf
- виртуальный пакет, предоставляемый libatlas3gf-3dnow, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2
-
- dep: libatlas3gf-base
- Automatically Tuned Linear Algebra Software,generic shared
- или liblapack3gf
- library of linear algebra routines 3 - shared version
- или liblapack.so.3gf
- виртуальный пакет, предоставляемый libatlas3gf-3dnow, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2, liblapack3gf
-
- dep: libc6 (>= 2.4)
- Embedded GNU C Library: Shared libraries
также виртуальный пакет, предоставляемый libc6-udeb
-
- dep: libgcc1 (>= 1:4.1.1)
- GCC support library
-
- dep: libglpk0 (>= 4.30)
- linear programming kit with integer (MIP) support
-
- dep: liblzma1 (>= 4.999.9beta)
- XZ-format compression library
-
- dep: liblzo2-2
- data compression library
-
- dep: libshogun6 (= 0.9.1-1build1)
- Large Scale Machine Learning Toolbox
-
- dep: libstdc++6 (>= 4.4.0)
- The GNU Standard C++ Library v3
-
- dep: octave3.2 (>= 3.2.3)
- GNU Octave language for numerical computations (3.2 branch)
-
- dep: zlib1g (>= 1:1.1.4)
- compression library - runtime
Загрузка shogun-octave-modular
| Архитектура | Размер пакета | В установленном виде | Файлы |
|---|---|---|---|
| amd64 | 4 308,3 Кб | 16 368,0 Кб | [список файлов] |
| i386 | 3 991,6 Кб | 15 032,0 Кб | [список файлов] |