Package: shogun-cmdline (0.10.0-2.1 and others)

[ Source: shogun  ]

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 Readline package.

Tags: Role: Program

Other Packages Related to shogun-cmdline

• dep: libatlas3gf-base [not alpha, sh4]

  Transitional package to libatlas3-base

• dep: libblas3gf [alpha, sh4]

  Transitional package for libblas
  also a virtual package provided by libblas3

  or libblas.so.3gf

  virtual package provided by libatlas3-base, libatlas3gf-base, libblas3, libblas3gf

  or libatlas3gf-base

  Transitional package to libatlas3-base

• dep: libc0.1 (>= 2.3) [kfreebsd-amd64, kfreebsd-i386]

  Embedded GNU C Library: Shared libraries
  also a virtual package provided by libc0.1-udeb

• dep: libc6 (>= 2.11) [hppa, powerpcspe]

  Embedded GNU C Library: Shared libraries
  also a virtual package provided by libc6-udeb

  dep: libc6 (>= 2.13) [sh4]

  dep: libc6 (>= 2.4) [mips, mipsel]

• dep: libc6.1 (>= 2.2) [ia64]

  Embedded GNU C Library: Shared libraries
  also a virtual package provided by libc6.1-udeb

  dep: libc6.1 (>= 2.4) [alpha]

• dep: libgcc1 [powerpcspe]

  GCC support library

  dep: libgcc1 (>= 1:4.1.1) [not hppa, powerpcspe]

• dep: libgcc4 (>= 4.1.1) [hppa]

  GCC support library

• dep: libglpk0 (>= 4.30)

  linear programming kit with integer (MIP) support

• dep: libhdf5-serial-1.8.4

  Hierarchical Data Format 5 (HDF5) - runtime files - serial version

  or libhdf5-1.8.4

  virtual package provided by libhdf5-lam-1.8.4, libhdf5-mpich-1.8.4, libhdf5-serial-1.8.4

• dep: liblapack3gf [alpha, sh4]

  Transitional package for liblapack3
  also a virtual package provided by liblapack3

  or liblapack.so.3gf

  virtual package provided by libatlas3-base, libatlas3gf-base, liblapack3, liblapack3gf

  or libatlas3gf-base

  Transitional package to libatlas3-base

• dep: liblzma2 (>= 4.999.9beta)

  XZ-format compression library

• dep: liblzo2-2

  data compression library

• dep: libreadline6 (>= 6.0)

  GNU readline and history libraries, run-time libraries

• dep: libshogun9 (= 0.10.0-2) [hppa, powerpcspe]

  Large Scale Machine Learning Toolbox

  dep: libshogun9 (= 0.10.0-2.1) [not hppa, powerpcspe, sh4]

  dep: libshogun9 (= 0.10.0-2.1+b1) [sh4]

• dep: libshogunui6 (= 0.10.0-2) [hppa, powerpcspe]

  Large Scale Machine Learning Toolbox

  dep: libshogunui6 (= 0.10.0-2.1) [not hppa, powerpcspe, sh4]

  dep: libshogunui6 (= 0.10.0-2.1+b1) [sh4]

• dep: libstdc++6 [powerpcspe]

  GNU Standard C++ Library v3

  dep: libstdc++6 (>= 4.1.1) [not powerpcspe]

• dep: libunwind7 [ia64]

  A library to determine the call-chain of a program - runtime

• dep: zlib1g (>= 1:1.1.4)

  compression library - runtime

Download shogun-cmdline

Download for all available architectures

Architecture	Version	Package Size	Installed Size	Files
alpha (unofficial port)	0.10.0-2.1	43.8 kB	180.0 kB	[list of files]
hppa (unofficial port)	0.10.0-2	46.7 kB	424.0 kB	[list of files]
ia64	0.10.0-2.1	45.0 kB	1,296.0 kB	[list of files]
kfreebsd-amd64	0.10.0-2.1	43.3 kB	246.0 kB	[list of files]
kfreebsd-i386	0.10.0-2.1	42.4 kB	244.0 kB	[list of files]
mips	0.10.0-2.1	41.8 kB	408.0 kB	[list of files]
mipsel	0.10.0-2.1	40.4 kB	408.0 kB	[list of files]
powerpcspe (unofficial port)	0.10.0-2	42.8 kB	404.0 kB	[list of files]
sh4 (unofficial port)	0.10.0-2.1+b1	44.2 kB	408.0 kB	[list of files]