Balík: python-shogun (3.2.0-5.2)

[ Zdroj: python-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 package contains the static and the modular Python interfaces.

Ostatné balíky súvisiace s balíkom python-shogun

• dep: libc6 (>= 2.1.3) [i386]

  knižnica GNU C - zdieľané knižnice
  tiež virtuálny balík poskytovaný balíkom libc6-udeb

  dep: libc6 (>= 2.14) [amd64]

  dep: libc6 (>= 2.17) [arm64]

  dep: libc6 (>= 2.4) [armhf]

• dep: libgcc1 (>= 1:4.1.1) [amd64, i386]

  podporná knižnica GCC

  dep: libgcc1 (>= 1:4.4.0) [armhf]

  dep: libgcc1 (>= 1:4.7) [arm64]

• dep: libpython2.7 (>= 2.7)

  zdieľaná dynamická knižnica Pythonu (verzia 2.7)

• dep: libshogun16

  Large Scale Machine Learning Toolbox

• dep: libstdc++6 (>= 4.5)

  štandardná knižnica C++ GNU v3

• dep: python (<< 2.8)

  interaktívny vysokoúrovňový objektovo orientovaný jazyk (verzia python2)

  dep: python (>= 2.7)

• dep: python-numpy (>= 1:1.8.0)

  Numerical Python pridáva schopnosti rýchlych polí do jazyka Python

• dep: python-numpy-abi9

  virtuálny balík poskytovaný balíkom python-numpy

• rec: python-matplotlib

  systém v Pythone na vykresľovanie v štýle podobnom Matlabu

• rec: python-scipy

  vedecké nástroje pre Python

Stiahnuť python-shogun

Stiahnuť pre všetky dostupné architektúry

Architektúra	Veľkosť balíka	Nainštalovaná veľkosť	Súbory
amd64	3,379.9 kB	18,825.0 kB	[zoznam súborov]
arm64	3,002.2 kB	19,041.0 kB	[zoznam súborov]
armhf	3,053.0 kB	14,376.0 kB	[zoznam súborov]
i386	3,233.2 kB	17,101.0 kB	[zoznam súborov]