lua-shogun-6.0.0-14.fc29.x86_64.rpm


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Description

lua-shogun - LUA-plugin for shogun

Property Value
Distribution Fedora 29
Repository Fedora x86_64
Package name lua-shogun
Package version 6.0.0
Package release 14.fc29
Package architecture x86_64
Package type rpm
Installed size 11.55 MB
Download size 2.31 MB
Official Mirror download-ib01.fedoraproject.org
This package contains the LUA-plugin for shogun.
The Shogun Machine learning toolbox provides a wide range of unified and
efficient Machine Learning (ML) methods.  The toolbox seamlessly allows to
easily combine multiple data representations, algorithm classes, and general
purpose tools.  This enables both rapid prototyping of data pipelines and
extensibility in terms of new algorithms.  We combine modern software
architecture in C++ with both efficient low-level computing back-ends and
cutting edge algorithm implementations to solve large-scale Machine Learning
problems (yet) on single machines.
One of Shogun's most exciting features is that you can use the toolbox through
a unified interface from C++, Python(3), Octave, R, Java, Lua, etc.  This not
just means that we are independent of trends in computing languages, but it
also lets you use Shogun as a vehicle to expose your algorithm to multiple
communities.  We use SWIG to enable bidirectional communication between C++
and target languages.  Shogun runs under Linux/Unix, MacOS, Windows.
Originally focusing on large-scale kernel methods and bioinformatics (for a
list of scientific papers mentioning Shogun, see here), the toolbox saw
massive extensions to other fields in recent years.  It now offers features
that span the whole space of Machine Learning methods, including many
classical methods in classification, regression, dimensionality reduction,
clustering, but also more advanced algorithm classes such as metric,
multi-task, structured output, and online learning, as well as feature
hashing, ensemble methods, and optimization, just to name a few.  Shogun in
addition contains a number of exclusive state-of-the art algorithms such as
a wealth of efficient SVM implementations, Multiple Kernel Learning, kernel
hypothesis testing, Krylov methods, etc.  All algorithms are supported by a
collection of general purpose methods for evaluation, parameter tuning,
preprocessing, serialization & I/O, etc;  the resulting combinatorial
possibilities are huge.
The wealth of ML open-source software allows us to offer bindings to other
sophisticated libraries including:  LibSVM, LibLinear, LibOCAS, libqp,
VowpalWabbit, Tapkee, SLEP, GPML and more.
Shogun got initiated in 1999 by Soeren Sonnenburg and Gunnar Raetsch (that's
where the name ShoGun originates from).  It is now developed by a larger team
of authors, and would not have been possible without the patches and bug
reports by various people.  See contributions for a detailed list.  Statistics
on Shogun's development activity can be found on ohloh.

Alternatives

Package Version Architecture Repository
lua-shogun-6.0.0-14.fc29.i686.rpm 6.0.0 i686 Fedora
lua-shogun - - -

Requires

Name Value
libc.so.6(GLIBC_2.14)(64bit) -
libdl.so.2()(64bit) -
libgcc_s.so.1()(64bit) -
libgcc_s.so.1(GCC_3.0)(64bit) -
libgcc_s.so.1(GCC_4.0.0)(64bit) -
libhdf5.so.10()(64bit) -
libjson-c.so.4()(64bit) -
liblua-5.3.so()(64bit) -
libm.so.6()(64bit) -
libm.so.6(GLIBC_2.2.5)(64bit) -
libm.so.6(GLIBC_2.23)(64bit) -
libprotobuf.so.15()(64bit) -
libpthread.so.0()(64bit) -
libpthread.so.0(GLIBC_2.2.5)(64bit) -
libshogun.so.18()(64bit) -
libstdc++.so.6()(64bit) -
libstdc++.so.6(CXXABI_1.3)(64bit) -
libstdc++.so.6(CXXABI_1.3.1)(64bit) -
libstdc++.so.6(CXXABI_1.3.5)(64bit) -
libstdc++.so.6(GLIBCXX_3.4)(64bit) -
libstdc++.so.6(GLIBCXX_3.4.21)(64bit) -
libsz.so.2()(64bit) -
libxml2.so.2()(64bit) -
libz.so.1()(64bit) -
lua(abi) >= 5.3
lua(abi) < 5.3999999999999995
lua(x86-64) -
rtld(GNU_HASH) -
shogun(x86-64) = 6.0.0-14.fc29

Provides

Name Value
lua-shogun = 6.0.0-14.fc29
lua-shogun(x86-64) = 6.0.0-14.fc29

Download

Type URL
Binary Package lua-shogun-6.0.0-14.fc29.x86_64.rpm
Source Package shogun-6.0.0-14.fc29.src.rpm

Install Howto

Install lua-shogun rpm package:

# dnf install lua-shogun

Files

Path
/usr/lib/.build-id/
/usr/lib/.build-id/a5/6ec79805ca9286bc0b7c35b1805a9d4420d968
/usr/lib64/lua/5.3/libmodshogun.so
/usr/share/doc/shogun/examples/lua/
/usr/share/doc/shogun/examples/lua/binary_classifier/averaged_perceptron.lua
/usr/share/doc/shogun/examples/lua/binary_classifier/kernel_svm.lua
/usr/share/doc/shogun/examples/lua/binary_classifier/lda.lua
/usr/share/doc/shogun/examples/lua/binary_classifier/linear_svm.lua
/usr/share/doc/shogun/examples/lua/clustering/gmm.lua
/usr/share/doc/shogun/examples/lua/clustering/hierarchical.lua
/usr/share/doc/shogun/examples/lua/clustering/kmeans.lua
/usr/share/doc/shogun/examples/lua/distance/braycurtis.lua
/usr/share/doc/shogun/examples/lua/distance/cosine.lua
/usr/share/doc/shogun/examples/lua/distance/euclidean.lua
/usr/share/doc/shogun/examples/lua/distance/mahalanobis.lua
/usr/share/doc/shogun/examples/lua/distance/manhattan.lua
/usr/share/doc/shogun/examples/lua/gaussian_processes/gaussian_process_classifier.lua
/usr/share/doc/shogun/examples/lua/gaussian_processes/gaussian_process_regression.lua
/usr/share/doc/shogun/examples/lua/gaussian_processes/sparse_gaussian_process_regression.lua
/usr/share/doc/shogun/examples/lua/meta_api/enums.lua
/usr/share/doc/shogun/examples/lua/meta_api/literals.lua
/usr/share/doc/shogun/examples/lua/meta_api/matrix_types.lua
/usr/share/doc/shogun/examples/lua/meta_api/vector_types.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/cartree.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/chaid_tree.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/gaussian_naive_bayes.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/knn.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/large_margin_nearest_neighbours.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/linear_discriminant_analysis.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/multiclass_ecoc_random.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/multiclass_linearmachine.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/multiclass_logisticregression.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/quadratic_discriminant_analysis.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/random_forest.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/relaxed_tree.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/shareboost.lua
/usr/share/doc/shogun/examples/lua/multiclass_classifier/svm.lua
/usr/share/doc/shogun/examples/lua/neural_nets/feedforward_net_classification.lua
/usr/share/doc/shogun/examples/lua/neural_nets/feedforward_net_regression.lua
/usr/share/doc/shogun/examples/lua/regression/kernel_ridge_regression.lua
/usr/share/doc/shogun/examples/lua/regression/krr_nystrom.lua
/usr/share/doc/shogun/examples/lua/regression/least_angle_regression.lua
/usr/share/doc/shogun/examples/lua/regression/linear_ridge_regression.lua
/usr/share/doc/shogun/examples/lua/regression/random_forest_regression.lua
/usr/share/doc/shogun/examples/lua/regression/support_vector_regression.lua
/usr/share/doc/shogun/examples/lua/statistical_testing/linear_time_mmd.lua
/usr/share/doc/shogun/examples/lua/statistical_testing/quadratic_time_mmd.lua

Changelog

See shogun-6.0.0-14.fc29.x86_64.rpm changelog.

See Also

Package Description
lua-socket-3.0-0.18.rc1.fc29.i686.rpm Network support for the Lua language
lua-socket-3.0-0.18.rc1.fc29.x86_64.rpm Network support for the Lua language
lua-socket-compat-3.0-0.18.rc1.fc29.x86_64.rpm Network support for the Lua language 5.1
lua-socket-devel-3.0-0.18.rc1.fc29.i686.rpm Development files for lua-socket
lua-socket-devel-3.0-0.18.rc1.fc29.x86_64.rpm Development files for lua-socket
lua-sql-2.3.5-8.fc29.x86_64.rpm Database connectivity for the Lua programming language
lua-sql-doc-2.3.5-8.fc29.x86_64.rpm Documentation for LuaSQL
lua-sql-mysql-2.3.5-8.fc29.x86_64.rpm MySQL database connectivity for the Lua programming language
lua-sql-postgresql-2.3.5-8.fc29.x86_64.rpm PostgreSQL database connectivity for the Lua programming language
lua-sql-sqlite-2.3.5-8.fc29.x86_64.rpm SQLite database connectivity for the Lua programming language
lua-static-5.3.5-2.fc29.i686.rpm Static library for lua
lua-static-5.3.5-2.fc29.x86_64.rpm Static library for lua
lua-term-0.07-7.fc29.x86_64.rpm Terminal functions for Lua
lua-wsapi-1.6.1-8.fc29.noarch.rpm Lua Web Server API
lua-xmlrpc-1.2.2-7.fc29.noarch.rpm Lua package to access and provide XML-RPC services
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