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shogun-cmdline-static_3.2.0-8+b1_armhf.deb
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مشاهده بیشترتوضیحات
Large Scale Machine Learning Toolbox
| ویژگی | مقدار |
|---|---|
| سیستم عامل | Linux |
| توزیع | Debian Buster-10 |
| مخزن | Debian main armhf |
| نام بسته | shogun-cmdline-static |
| نام فایل بسته | shogun-cmdline-static_3.2.0-8+b1_armhf.deb |
| نسخه بسته | 3.2.0 |
| انتشار بسته | 8+b1 |
| معماری بسته | armhf |
| نگهدارنده | Debian QA Group <packages@qa.debian.org> |
| تاریخ ساخت | - |
| هاست سازنده | - |
| نوع بسته | .deb |
| آدرس صفحه اصلی | http://www.shogun-toolbox.org |
| مجوز | - |
| حجم دانلود | 959196 |
| حجم نصب | 1068 |
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.
جایگزین ها
| بسته | نسخه | معماری | مخزن |
|---|---|---|---|
| shogun-cmdline-static_3.2.0-8+b1_amd64.deb | 3.2.0 | amd64 | Debian main |
| shogun-cmdline-static_3.2.0-8+b1_arm64.deb | 3.2.0 | arm64 | Debian main |
| shogun-cmdline-static_3.2.0-8+b1_armel.deb | 3.2.0 | armel | Debian main |
| shogun-cmdline-static_3.2.0-8+b1_i386.deb | 3.2.0 | i386 | Debian main |
| shogun-cmdline-static_3.2.0-8+b1_mips.deb | 3.2.0 | mips | Debian main |
| shogun-cmdline-static_3.2.0-8+b1_mips64el.deb | 3.2.0 | mips64el | Debian main |
| shogun-cmdline-static_3.2.0-8+b1_mipsel.deb | 3.2.0 | mipsel | Debian main |
| shogun-cmdline-static_3.2.0-8+b1_ppc64el.deb | 3.2.0 | ppc64el | Debian main |
| shogun-cmdline-static_3.2.0-8+b1_s390x.deb | 3.2.0 | s390x | Debian main |
نیازمندی
| مقدار | نام |
|---|---|
| >= 2.1 | libarpack2 |
| - | libblas3 | libblas.so.3 |
| - | libbz2-1.0 |
| >= 2.4 | libc6 |
| - | libcolpack0v5 |
| >= 7.16.2 | libcurl3-gnutls |
| >= 1:3.5 | libgcc1 |
| >= 4.59 | libglpk40 |
| >= 4.2.1 | libgomp1 |
| - | libhdf5-103 |
| >= 0.10 | libjson-c3 |
| - | liblapack3 | liblapack.so.3 |
| >= 5.1.1alpha+20110809 | liblzma5 |
| - | liblzo2-2 |
| >= 2.2.4 | libnlopt0 |
| - | libprotobuf17 |
| = 3.2.0-8+b1 | libshogun16 |
| - | libsnappy1v5 |
| >= 4.3.0 | libstdc++6 |
| - | libsz2 |
| >= 2.6.27 | libxml2 |
| >= 1:1.1.4 | zlib1g |
نحوه نصب
نصب پکیج deb shogun-cmdline-static:
sudo apt-get install shogun-cmdline-static_3.2.0-8+b1_armhf.deb
فایل ها
| مسیرها |
|---|
| ./usr/bin/shogun |
| ./usr/share/doc/shogun-cmdline-static/changelog.Debian.armhf.gz |
| ./usr/share/doc/shogun-cmdline-static/changelog.Debian.gz |
| ./usr/share/doc/shogun-cmdline-static/changelog.gz |
| ./usr/share/doc/shogun-cmdline-static/copyright |
| ./usr/share/doc/shogun-cmdline-static/examples/CMakeLists.txt |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_gmnpsvm.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_gpbtsvm.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_knn.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_lda.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_liblinear.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_libsvm.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_libsvmmulticlass.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_libsvmoneclass.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_mpdsvm.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_perceptron.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_svmlin.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_svmocas.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/classifier_svmsgd.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/clustering_hierarchical.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/clustering_kmeans.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_braycurtis.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_canberra.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_canberraword.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_chebyshew.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_chisquare.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_cosine.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_euclidean.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_geodesic.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_hammingword.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_jensen.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_manhatten.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_manhattenword.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_minkowski.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distance_tanimoto.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distribution_histogram.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distribution_hmm.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/distribution_linearhmm.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_chi2.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_combined.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_commulongstring.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_commwordstring.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_const.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_diag.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_distance.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_fixeddegreestring.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_gaussian.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_gaussianshift.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_linear.sg |
| ./usr/share/doc/shogun-cmdline-static/examples/kernel_linearbyte.sg |
| ... and 27 more |