Paket: libshogun16 (3.2.0-8 ve diğerleri)

[ Kaynak: 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 core library with the machine learning methods and ui helpers all interfaces are based on.

Etiketler: Rol: Paylaşılan Kitaplık

libshogun16 ile İlgili Diğer Paketler

• dep: libarpack2 (>= 2.1)

  Fortran77 subroutines to solve large scale eigenvalue problems

• dep: libatlas3-base [armhf değil]

  Automatically Tuned Linear Algebra Software, generic shared

• dep: libblas3 [armhf]

  Basic Linear Algebra Reference implementations, shared library

  ya da libblas.so.3

  sanal paketi sağlayan libatlas3-base, libblas3, libblis2-openmp, libblis2-pthread, libblis2-serial, libopenblas-base

• dep: libbz2-1.0

  high-quality block-sorting file compressor library - runtime

• dep: libc6 (>= 2.27)

  GNU C Library: Shared libraries
  ayrıca şunun tarafından sağlanan bir sanal paket 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 (>= 1:4.0) [amd64, armhf]

  GCC support library

  dep: libgcc1 (>= 1:4.2) [arm64, i386]

• dep: libglpk40 (>= 4.59)

  linear programming kit with integer (MIP) support

• dep: libgomp1 (>= 4.9)

  GCC OpenMP (GOMP) support library

• dep: libhdf5-103

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

• dep: libjson-c3 (>= 0.10)

  JSON manipulation library - shared library

• dep: liblapack3

  Library of linear algebra routines 3 - shared version

  ya da liblapack.so.3

  sanal paketi sağlayan libatlas3-base, liblapack3, libopenblas-base

• dep: liblzma5 (>= 5.1.1alpha+20120614)

  XZ-format compression library

• dep: liblzo2-2

  data compression library

• dep: libnlopt0 (>= 2.2.4)

  nonlinear optimization library

• dep: libprotobuf17

  protocol buffers C++ library

• dep: libsnappy1v5

  fast compression/decompression library

• dep: libstdc++6 (>= 5.2)

  GNU Standard C++ Library v3

• dep: libsz2

  Adaptive Entropy Coding library - SZIP

• dep: libxml2 (>= 2.7.4)

  GNOME XML library

• dep: zlib1g (>= 1:1.1.4)

  compression library - runtime

libshogun16 indir

Tüm mevcut mimariler için indir

Mimari	Sürüm	Paket Boyutu	Kurulu Boyut	Dosyalar
amd64	3.2.0-8+b1	3.823,4 kB	16.239,0 kB	[dosya listesi]
arm64	3.2.0-8+b1	3.451,8 kB	15.495,0 kB	[dosya listesi]
armhf	3.2.0-8+b1	3.403,9 kB	11.309,0 kB	[dosya listesi]
i386	3.2.0-8+b1	3.848,0 kB	15.597,0 kB	[dosya listesi]