Paketti: shogun-cmdline-static (3.2.0-8 ja muut)

[ 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.

Muut pakettiin shogun-cmdline-static liittyvät paketit

• dep: libarpack2 (>= 2.1)

  Fortran77 subroutines to solve large scale eigenvalue problems

• dep: libatlas3-base

  Automatically Tuned Linear Algebra Software, generic shared

• dep: libbz2-1.0

  high-quality block-sorting file compressor library - runtime

• dep: libc6 (>= 2.17)

  GNU-C-kirjasto: jaetut kirjastot
  myös näennäispaketti, jonka toteuttaa libc6-udeb

• dep: libcolpack0v5

  Specialized graph vertex coloring library, shared library

• dep: libcurl3-gnutls (>= 7.16.2)

  easy-to-use client-side URL transfer library (GnuTLS flavour)

• dep: libgcc1 (>= 1:3.0)

  GCC:n apukirjasto

• dep: libglpk40 (>= 4.59)

  linear programming kit with integer (MIP) support

• dep: libgomp1 (>= 4.2.1)

  GCC OpenMP (GOMP) support library

• dep: libhdf5-103

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

• dep: libjson-c3 (>= 0.10)

  JSON käsittelykirjasto - jaettu kirjasto

• dep: liblapack3

  Library of linear algebra routines 3 - shared version

  tai liblapack.so.3

  näennäispaketti, jonka toteuttaa libatlas3-base, liblapack3, libopenblas-base

• dep: liblzma5 (>= 5.1.1alpha+20110809)

  XZ-tiedostomuodon pakkauskirjasto

• dep: liblzo2-2

  data compression library

• dep: libnlopt0 (>= 2.2.4)

  nonlinear optimization library

• dep: libprotobuf17

  protocol buffers C++ library

• dep: libshogun16 (= 3.2.0-8+b1)

  Large Scale Machine Learning Toolbox

• dep: libsnappy1v5

  fast compression/decompression library

• dep: libstdc++6 (>= 4.1.1)

  GNU standardi C++ -kirjasto, versio 3

• dep: libsz2

  Adaptive Entropy Coding library - SZIP

• dep: libxml2 (>= 2.6.27)

  XML-kirjasto Gnomelle

• dep: zlib1g (>= 1:1.1.4)

  pakkauskirjaston ajonaikaistiedostot

Imuroi shogun-cmdline-static

Imurointi kaikille saataville arkkitehtuureille

Arkkitehtuuri	Versio	Paketin koko	Koko asennettuna	Tiedostot
arm64	3.2.0-8+b1	936.5 kt	1,085.0 kt	[tiedostoluettelo]