Paketti: libshogun16 (3.2.0-8 ja muut)
Links for libshogun16
Debian-palvelut:
Imuroi lähdekoodipaketti shogun:
Ylläpitäjä:
External Resources:
- Kotisivu [www.shogun-toolbox.org]
Samankaltaisia paketteja:
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.
Muut pakettiin libshogun16 liittyvät paketit
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- dep: libarpack2 (>= 2.1)
- Fortran77 subroutines to solve large scale eigenvalue problems
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- dep: libblas3
- Basic Linear Algebra Reference implementations, shared library
- tai libblas.so.3
- näennäispaketti, jonka toteuttaa libatlas3-base, libblas3, libblis2-openmp, libblis2-pthread, libblis2-serial, libopenblas-base
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- dep: libbz2-1.0
- high-quality block-sorting file compressor library - runtime
-
- dep: libc6 (>= 2.27)
- GNU-C-kirjasto: jaetut kirjastot
myös näennäispaketti, jonka toteuttaa libc6-udeb
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- 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)
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- dep: libgcc1 (>= 1:4.0)
- GCC:n apukirjasto
-
- dep: libglpk40 (>= 4.59)
- linear programming kit with integer (MIP) support
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- dep: libgomp1 (>= 4.9)
- GCC OpenMP (GOMP) support library
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- dep: libhdf5-103
- Hierarchical Data Format 5 (HDF5) - runtime files - serial version
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- dep: libjson-c3 (>= 0.10)
- JSON käsittelykirjasto - jaettu kirjasto
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- dep: liblapack3
- Library of linear algebra routines 3 - shared version
- tai liblapack.so.3
- näennäispaketti, jonka toteuttaa libatlas3-base, liblapack3, libopenblas-base
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- dep: liblzma5 (>= 5.1.1alpha+20120614)
- XZ-tiedostomuodon pakkauskirjasto
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- dep: liblzo2-2
- data compression library
-
- dep: libnlopt0 (>= 2.2.4)
- nonlinear optimization library
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- dep: libprotobuf17
- protocol buffers C++ library
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- dep: libsnappy1v5
- fast compression/decompression library
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- dep: libstdc++6 (>= 5.2)
- GNU standardi C++ -kirjasto, versio 3
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- dep: libsz2
- Adaptive Entropy Coding library - SZIP
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- dep: libxml2 (>= 2.7.4)
- XML-kirjasto Gnomelle
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- dep: zlib1g (>= 1:1.1.4)
- pakkauskirjaston ajonaikaistiedostot
Imuroi libshogun16
Arkkitehtuuri | Versio | Paketin koko | Koko asennettuna | Tiedostot |
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armhf | 3.2.0-8+b1 | 3,403.9 kt | 11,309.0 kt | [tiedostoluettelo] |