shogun-cli-4.1.0-2.fc22$>.BWԎ>9rt?rdd   3 X \       + E K PK |K  K  K K  K !DK"pK#K%^%|K&&('h(*!((*m8*xI9+I:?IG`@KHalKIbKXbYb\cK]d4K^jbkdkekfklktlKum4Kvn`wo|KxpKyq#r`Cshogun-cli4.1.02.fc22CLI-interface for shogunThis package contains the CLI-interface 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.V!buildhw-04.phx2.fedoraproject.orgFedora ProjectFedora ProjectGPLv3+ and BSD and GPLv2+ and (GPLv2+ or LGPLv2+) and GPLv3 and LGPLv2+ and MIT and (Public Domain or GPLv3+)Fedora ProjectUnspecifiedhttp://shogun-toolbox.orglinuxi686U3 ez ,b{ WZI Q ]c[*pUsr=JZ@ {g(]@@` 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(#1308270)- Rebuilt for https://fedoraproject.org/wiki/Fedora_24_Mass_Rebuild- udpated to new snapshot git20160201.03b8c1cc3b8f4426a2fe80055fdfdc9e156953b6- updated to new snapshot git20160125.038280845fd7fb886f4459996f1405f8ca8c1612 - re-enable mono, issues with mono >= 4 are fixed upstream (#1223446)- Rebuild for hdf5 1.8.16- Rebuild for https://fedoraproject.org/wiki/Changes/Ruby_2.3- updated to new snapshot git20151219.af8c1df859ed3d5780bbea5615a5c523e5651db9 - remove Patch0001, fixed in upstream-tarball- updated to new snapshot git20151217.7e4ac1327cc3ee4b09f498c1b778d13f37ff0956 - updated %description - add modshogun.rb to ruby-shogun - add Patch0001: revert removal of migration-framework- changing name of python2-subpkg- updated to new snapshot git20150913.d8eb73dd89f47e0da28f07163c4f635b96d0ec00 - removed ChangeLog from package, deleted in upstream tarball- Rebuilt for https://fedoraproject.org/wiki/Changes/python3.5- updated to new snapshot git20150808.779c3ada68ae535062346ef71e6c1c39e482a8ca - drop all patches, applied in upstream tarball - add more testsuite-excludes for ix86 - disable memtests on %arm- rebuilt with full hardening - add Patch11-13: enable CMake-policy CMP0056 - add Patch14: fix handling of C[XX]FLAGS- temporarily disabling Mono-bindings on Fedora 23+- Rebuilt for https://fedoraproject.org/wiki/Fedora_23_Mass_Rebuild- fix: Build fails on fc23+ because of hardening - fix: BR: mono >= 4.0.0 - exclude tests, which are failing on aarch64 (#1222401)- Rebuild (mono4)- Rebuild for hdf5 1.8.15- new release v4.0.0 (#1105909, #1183622) - add Patch0: fixes double delete[] and tests with swig 3.x - add Patch1: fixes to CMake-buildsys - add Patch2,3: enable python-debugging in testsuite - add Patch4: optionally disabling sse and sse2 features - add Patch5: requiring 'rubygems' in testsuite - add Patch6: testing Py structure hierarchical multilabel classification - add Patch7: replace deprecated json-c functions - add 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soname bump- rebuild for so-name bump in protobuf-2.6.1 (libprotobuf.so.9)- Rebuild for https://fedoraproject.org/wiki/Changes/Ruby_2.2 - Once reduce debuginfo verbosity on arm to reduce memory comsumption - And once mark -doc, -doc-cn arch dependent perhaps due to above- Rebuild for hdf5 1.8.14- updated to new snapshot git20141224.d71e19aa5a575b2b4e52c908a694eb1db7afc973 - reduced number of make-jobs on %{arm} - conditionalized and disabled OpenCV-integration- updated to new snapshot git20141223.c32937574df1c560ce7c10f1b8860679ce011a8b - added BR: ocl-icd-devel, opencl-headers - enabled OpenCV-features and R-shogun - purged light-scrubber.sh from repo, now shipped with tarball - updated documentation-files - build mono-shogun on %{mono_arches}, only - install documentation-files to %{_pkgdocdir}- updated to new snapshot git20140901.705b7dea7093cb094fe90fcebac20b7e7d1debcd- Rebuilt for https://fedoraproject.org/wiki/Fedora_21_22_Mass_Rebuild- updated to new snapshot git20140804.96f3cf3ce58514299f98e688b7c43e057ad4fa41- updated to new snapshot git20140721.81c00087da6f05d36aec410fef0fcef5be490f42 - enable SSE2 for %{ix86}, because dSFMT-build will fail otherwise - switch back to a monolithic build with limeted parallelization - temporarily discard errors from testsuite- updated to new snapshot git20140717.1ba29247b850adef1b866a6c2112a6483c88428e- updated to new snapshot git20140618.2f7681ed0c1849088ee5bcc48b91a1c970ff3a9b - excluded segfaulting tests- updated to new snapshot git20140616.31f5609f7a7345ca05b5c1f8c7425236da2270df- export additional C[XX]FLAGS on 32Bit-arches for SSE and SSE2 - fix typemapping for Mono (C#) with swig >= 3.0.0 - exclude testing python_modular on Fedora >= 21, segfaults related to swig3 - build libshogun with full parallelization, but the swig-bindings- updated to new snapshot git20140604.98900c2996ccc4509099a6a337a71d7ca9991bd6- updated to new snapshot git20140526.758757094c30ae249f5ddc84f3cdc11b4b4203c4 - dropped obsolete BR LaTeX from -doc-pkg- updated to new snapshot git20140523.681b5ec17c0ca9c98cb54047dcd679bec9171989- adapted the logic for finding rubygem-narray on Fedora >= 21- updated to new snapshot git20140516.96b815fd1fa9769a24122f9016ff5a685a8a6944- updated to new snapshot git20140423.68a5124bec8df5a013b2406e8c00d93ab83bf88d- updated to new snapshot git20140418.34f96727f343b7f7f5e0426dbbf579f5dbc0f51e- updated to new snapshot git20140414.b0146f8b7314a4de25273dab2d6da4a37044bbec- updated to new snapshot git20140318.6134bc2e1e721726102624b372c1f8e7a31816df- updated to new snapshot git20140317.6ee39918dc99e72c23a30419a608f11217146e26- updated to new snapshot git20140315.55912da6dd499632ab2371cbbde9fdafaa913cac- updated to new snapshot git20140313.9b6dcd2a077868259029ce2f28b306e56b30bf2f- updated to new snapshot git20140313.e380071f5a8a5d35c0b33ea0ab55810ef9845354- updated to new snapshot git20140312.d9c535e85ed8dc61d537052a9abce200782b87b2- updated to new snapshot git20140307.c281eaaf51f44c16c9a7ded0678cbbac265714f6- updated to new snapshot git20140305.9c67564278abd5a13efe9ae016f8b3e01bf209f9- use new macros provided by shogun-data-pkg- use `CMAKE_BUILD_TYPE=Release` for the Python3-version, too- fixed year in git-snapshot-date- updated to new snapshot git20130305.9b37dc1e630d54a9c16f2d19b6a10c34d8aef73a- updated to new snapshot git20130303.df06a0e1a7e3551b0bee218246cfc4bf1a4696d8- require java-headless on Fedora >= 20 or RHEL >= 7 - exclude some tests on %{arm} arches only- new upstream release: v3.2.0 (#1066944) - enabled build of Java-bindings (#1043882) - enabled build of Python3-bindings (#1043884) - dropped Patch0 for Octave 3.8.0 (#1047053) - bumped required data-version to 0.8 (#1068941) - split-off scrubber-script to seperate script - exclude some tests on 32-Bit arches only- Add patch for octave 3.8.0 support- new upstream release: v3.1.1 - data-files are now moved into a separate package - added example-applications to doc-pkg- rebuild for octave-3.8.0-rc2- updated to new snapshot git20131226.1c7fbaa732c8476b2df26bca2ae93de666959092 - updated to new testsuite-data git20131222.0bbb04f354a29ed3ab43ce002388b79bb274e886- rebuild for NLopt-2.4.1- rebuild for arprec-2.2.17 - added a line about `no-SVM^light-support` in %description - minor indention improvements for the list of bindings in %description - fixed `macro-in-comment %{mono_arches}` - added %ifarch %{mono_arches} for mono-shogun-pkg for building it on those arches, only- updated to new snapshot git20131219.207a70972e794df28f0fc67309f217f7fbf3b4e7- copying and packaging the prestine examples to another location is better and less error-prone then removing the clutter left by testsuite afterwards- remove more possible clutter from testsuite - re-enable mldata-based tests when there is internet connectivity- updated to new snapshot git20131217.70f26573a501791e11097615296127c1c36904d7- temporarily disabled mono-shogun on all arm-arches- enable build of mono-shogun, since it should be fixed in current checkout (#1043859)- updated to new snapshot git20131216.7230f074751a97842170b8a5f9c69fbd9b8287ca- remove cluttering *.map *.md5 in autodocs (#1043856) - remove possible clutter from testsuite- updated to latest git-snapshot (#1043283) - disabled shogun-mono, because it segfaults currently and has some severe problems on ARMv7hl- Initial rpm release (#1043283)  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