packagesPaket: shogun-octave-modular (0.9.1-1build1) [universe]
Links für shogun-octave-modular
Ubuntu-Ressourcen:
Quellcode-Paket shogun herunterladen:
Betreuer:
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.
Externe Ressourcen:
- Homepage [www.shogun-toolbox.org]
Ähnliche Pakete:
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.
Andere Pakete mit Bezug zu shogun-octave-modular
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- dep: libatlas3gf-base
- Automatically Tuned Linear Algebra Software,generic shared
- oder libatlas.so.3gf
- virtuelles Paket, bereitgestellt durch libatlas3gf-3dnow, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2
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- dep: libatlas3gf-base
- Automatically Tuned Linear Algebra Software,generic shared
- oder liblapack3gf
- library of linear algebra routines 3 - shared version
- oder liblapack.so.3gf
- virtuelles Paket, bereitgestellt durch libatlas3gf-3dnow, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2, liblapack3gf
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- dep: libc6 (>= 2.4)
- Embedded GNU C Library: Shared libraries
auch ein virtuelles Paket, bereitgestellt durch libc6-udeb
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- dep: libgcc1 (>= 1:4.1.1)
- GCC support library
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- dep: libglpk0 (>= 4.30)
- linear programming kit with integer (MIP) support
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- dep: liblzma1 (>= 4.999.9beta)
- XZ-format compression library
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- dep: liblzo2-2
- data compression library
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- dep: libshogun6 (= 0.9.1-1build1)
- Large Scale Machine Learning Toolbox
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- dep: libstdc++6 (>= 4.4.0)
- The GNU Standard C++ Library v3
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- dep: octave3.2 (>= 3.2.3)
- GNU Octave language for numerical computations (3.2 branch)
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- dep: zlib1g (>= 1:1.1.4)
- compression library - runtime
shogun-octave-modular herunterladen
| Architektur | Paketgröße | Größe (installiert) | Dateien |
|---|---|---|---|
| amd64 | 4.308,3 kB | 16.368,0 kB | [Liste der Dateien] |
| i386 | 3.991,6 kB | 15.032,0 kB | [Liste der Dateien] |