Package: shogun-python-modular (0.4.4-2ubuntu1) [universe]
Links for shogun-python-modular
Ubuntu Resources:
Download Source Package shogun:
Maintainer:
Please consider filing a bug or asking a question via Launchpad before contacting the maintainer directly.
Original Maintainers (usually from Debian):
- Soeren Sonnenburg
- Torsten Werner
It should generally not be necessary for users to contact the original maintainer.
External Resources:
- Homepage [www.shogun-toolbox.org]
Similar packages:
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 Python package employing swig.
Other Packages Related to shogun-python-modular
|
|
|
-
- dep: atlas3-base
- Automatically Tuned Linear Algebra Software,generic shared
- or lapack3
- library of linear algebra routines 3 - shared version
- or liblapack.so.3
- virtual package provided by atlas3-3dnow, atlas3-base, atlas3-sse, atlas3-sse2, lapack3
-
- dep: atlas3-base
- Automatically Tuned Linear Algebra Software,generic shared
- or refblas3
- Basic Linear Algebra Subroutines 3, shared library
- or libblas.so.3
- virtual package provided by atlas3-3dnow, atlas3-base, atlas3-sse, atlas3-sse2, refblas3
-
- dep: libc6 (>= 2.7-1)
- GNU C Library: Shared libraries
also a virtual package provided by libc6-udeb
-
- dep: libgcc1 (>= 1:4.1.1-21)
- GCC support library
-
- dep: libstdc++6 (>= 4.1.1-21)
- The GNU Standard C++ Library v3
-
- dep: python (<< 2.6)
- An interactive high-level object-oriented language (default version)
- dep: python (>= 2.4)
-
- dep: python-central (>= 0.5.8)
- register and build utility for Python packages
-
- dep: python2.4 (>= 2.3.90)
- An interactive high-level object-oriented language (version 2.4)
-
- dep: python2.5 (>= 2.5)
- An interactive high-level object-oriented language (version 2.5)
-
- rec: python-matplotlib
- Python based plotting system in a style similar to Matlab
-
- rec: python-numpy
- Numerical Python adds a fast array facility to the Python language
Download shogun-python-modular
| Architecture | Package Size | Installed Size | Files |
|---|---|---|---|
| amd64 | 4,586.4 kB | 16,780.0 kB | [list of files] |
| i386 | 4,467.6 kB | 15,956.0 kB | [list of files] |