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Name: tapkee-devel | Distribution: Fedora Project |
Version: 1.1 | Vendor: Fedora Project |
Release: 2.el7 | Build date: Sun Apr 30 01:11:03 2017 |
Group: Unspecified | Build host: buildvm-aarch64-15.arm.fedoraproject.org |
Size: 380572 | Source RPM: tapkee-1.1-2.el7.src.rpm |
Packager: Fedora Project | |
Url: http://tapkee.lisitsyn.me/ | |
Summary: C++ template library for efficient dimension reduction |
Tapkee is a C++ template library for dimensionality reduction with some bias on spectral methods. The Tapkee origins from the code developed during GSoC 2011 as the part of the Shogun machine learning toolbox. The project aim is to provide efficient and flexible standalone library for dimensionality reduction which can be easily integrated to existing codebases. Tapkee leverages capabilities of effective Eigen3 linear algebra library and optionally makes use of the ARPACK eigensolver. The library uses CoverTree and VP-tree data-structures to compute nearest neighbors. To achieve greater flexibility we provide a callback interface which decouples dimension reduction algorithms from the data representation and storage schemes. Tapkee provides implementations of the following dimension reduction methods: * Locally Linear Embedding and Kernel Locally Linear Embedding (LLE/KLLE) * Neighborhood Preserving Embedding (NPE) * Local Tangent Space Alignment (LTSA) * Linear Local Tangent Space Alignment (LLTSA) * Hessian Locally Linear Embedding (HLLE) * Laplacian eigenmaps * Locality Preserving Projections * Diffusion map * Isomap and landmark Isomap * Multidimensional scaling and landmark Multidimensional scaling (MDS/lMDS) * Stochastic Proximity Embedding (SPE) * PCA and randomized PCA * Kernel PCA (kPCA) * Random projection * Factor analysis * t-SNE * Barnes-Hut-SNE
BSD and BSD with advertising and LGPLv3+ and MIT
* Sat Apr 29 2017 Björn Esser <besser82@fedoraproject.org> - 1.1-2 - Add Obsoletes/Provides for stichwort * Sat Apr 29 2017 Björn Esser <besser82@fedoraproject.org> - 1.1-1 - New upstream release - General spec-file clean-up * Sat Feb 11 2017 Fedora Release Engineering <releng@fedoraproject.org> - 1.0-8 - Rebuilt for https://fedoraproject.org/wiki/Fedora_26_Mass_Rebuild * Thu Dec 22 2016 Sandro Mani <manisandro@gmail.com> - 1.0-7 - Backport upstream commit to fix Eigen-3.3.0 build failure * Fri Feb 05 2016 Fedora Release Engineering <releng@fedoraproject.org> - 1.0-6 - Rebuilt for https://fedoraproject.org/wiki/Fedora_24_Mass_Rebuild * Fri Jun 19 2015 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 1.0-5 - Rebuilt for https://fedoraproject.org/wiki/Fedora_23_Mass_Rebuild * Sat May 02 2015 Kalev Lember <kalevlember@gmail.com> - 1.0-4 - Rebuilt for GCC 5 C++11 ABI change * Mon Aug 18 2014 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 1.0-3 - Rebuilt for https://fedoraproject.org/wiki/Fedora_21_22_Mass_Rebuild * Sun Jun 08 2014 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 1.0-2 - Rebuilt for https://fedoraproject.org/wiki/Fedora_21_Mass_Rebuild * Fri Sep 20 2013 Björn Esser <bjoern.esser@gmail.com> - 1.0-1 - Initial rpm release (#1010565)
/usr/include/formatting /usr/include/formatting/formatting.hpp /usr/include/formatting/implementations.hpp /usr/include/formatting/wrappers.hpp /usr/include/stichwort /usr/include/stichwort/exceptions.hpp /usr/include/stichwort/keywords.hpp /usr/include/stichwort/parameter.hpp /usr/include/stichwort/policy.hpp /usr/include/stichwort/value_keeper.hpp /usr/include/tapkee /usr/include/tapkee/callbacks /usr/include/tapkee/callbacks/dummy_callbacks.hpp /usr/include/tapkee/callbacks/eigen_callbacks.hpp /usr/include/tapkee/callbacks/neighbor_callbacks.hpp /usr/include/tapkee/callbacks/pimpl_callbacks.hpp /usr/include/tapkee/callbacks/precomputed_callbacks.hpp /usr/include/tapkee/chain_interface.hpp /usr/include/tapkee/defines /usr/include/tapkee/defines.hpp /usr/include/tapkee/defines/eigen3.hpp /usr/include/tapkee/defines/keywords.hpp /usr/include/tapkee/defines/methods.hpp /usr/include/tapkee/defines/random.hpp /usr/include/tapkee/defines/stdtypes.hpp /usr/include/tapkee/defines/synonyms.hpp /usr/include/tapkee/defines/types.hpp /usr/include/tapkee/embed.hpp /usr/include/tapkee/exceptions.hpp /usr/include/tapkee/external /usr/include/tapkee/external/barnes_hut_sne /usr/include/tapkee/external/barnes_hut_sne/quadtree.hpp /usr/include/tapkee/external/barnes_hut_sne/tsne.hpp /usr/include/tapkee/external/barnes_hut_sne/vptree.hpp /usr/include/tapkee/methods.hpp /usr/include/tapkee/neighbors /usr/include/tapkee/neighbors/connected.hpp /usr/include/tapkee/neighbors/covertree.hpp /usr/include/tapkee/neighbors/covertree_point.hpp /usr/include/tapkee/neighbors/neighbors.hpp /usr/include/tapkee/neighbors/vptree.hpp /usr/include/tapkee/parameters /usr/include/tapkee/parameters/context.hpp /usr/include/tapkee/parameters/defaults.hpp /usr/include/tapkee/projection.hpp /usr/include/tapkee/routines /usr/include/tapkee/routines/diffusion_maps.hpp /usr/include/tapkee/routines/eigendecomposition.hpp /usr/include/tapkee/routines/fa.hpp /usr/include/tapkee/routines/generalized_eigendecomposition.hpp /usr/include/tapkee/routines/isomap.hpp /usr/include/tapkee/routines/laplacian_eigenmaps.hpp /usr/include/tapkee/routines/locally_linear.hpp /usr/include/tapkee/routines/manifold_sculpting.hpp /usr/include/tapkee/routines/matrix_operations.hpp /usr/include/tapkee/routines/multidimensional_scaling.hpp /usr/include/tapkee/routines/pca.hpp /usr/include/tapkee/routines/random_projection.hpp /usr/include/tapkee/routines/spe.hpp /usr/include/tapkee/tapkee.hpp /usr/include/tapkee/traits /usr/include/tapkee/traits/callbacks_traits.hpp /usr/include/tapkee/traits/methods_traits.hpp /usr/include/tapkee/utils /usr/include/tapkee/utils/arpack_wrapper.hpp /usr/include/tapkee/utils/conditional_select.hpp /usr/include/tapkee/utils/features.hpp /usr/include/tapkee/utils/fibonacci_heap.hpp /usr/include/tapkee/utils/logging.hpp /usr/include/tapkee/utils/matrix.hpp /usr/include/tapkee/utils/naming.hpp /usr/include/tapkee/utils/reservable_priority_queue.hpp /usr/include/tapkee/utils/sparse.hpp /usr/include/tapkee/utils/time.hpp /usr/share/doc/tapkee-devel-1.1 /usr/share/doc/tapkee-devel-1.1/README.md /usr/share/licenses/tapkee-devel-1.1 /usr/share/licenses/tapkee-devel-1.1/AUTHORS /usr/share/licenses/tapkee-devel-1.1/LGPL-LICENSE /usr/share/licenses/tapkee-devel-1.1/LICENSE /usr/share/licenses/tapkee-devel-1.1/MIT-LICENSE
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Fabrice Bellet, Thu May 9 13:36:46 2024