rgpca.tar.gz
所属分类：人工智能/神经网络/深度学习
开发工具：Windows_Unix
文件大小：68KB
下载次数：139
上传日期：2010-11-02 14:43:49
上 传 者：
turingbrain
说明： Robust GPCA
This package consists of implementations of three robust techinques to robustify GPCA-Voting in the presence of large amounts of outliers. For function details, please read the README file in the package.
文件列表:
rgpca (0, 2010-09-17)
rgpca\gpca_robust_covariance.m (9469, 2006-04-11)
rgpca\gpca_sample_influence.m (8203, 2006-04-10)
rgpca\gpca_theoretical_influence.m (9251, 2006-04-10)
rgpca\helper_functions (0, 2010-09-17)
rgpca\helper_functions\arrow.m (54586, 2005-07-11)
rgpca\helper_functions\arrow3.m (24158, 2005-07-11)
rgpca\helper_functions\average_basis_error.m (393, 2005-08-02)
rgpca\helper_functions\balls_and_bins.m (2835, 2005-07-11)
rgpca\helper_functions\cluster_subspaces.m (3571, 2005-07-11)
rgpca\helper_functions\EM_subspace.m (5195, 2006-04-10)
rgpca\helper_functions\find_good_sample.m (878, 2005-07-11)
rgpca\helper_functions\generate_group_dimension_configurations.m (1257, 2005-07-11)
rgpca\helper_functions\generate_hilbert_constraint_entry.m (3574, 2005-07-11)
rgpca\helper_functions\generate_image_noise.m (140, 2005-07-11)
rgpca\helper_functions\generate_samples.m (18249, 2007-01-02)
rgpca\helper_functions\generate_samples_for_hilbert_constraint.m (3279, 2005-07-11)
rgpca\helper_functions\generate_subsets.m (558, 2005-12-28)
rgpca\helper_functions\generate_veronese_maps.m (7232, 2005-07-11)
rgpca\helper_functions\hat.m (231, 2005-07-11)
rgpca\helper_functions\Hilbert_function.m (1084, 2005-12-30)
rgpca\helper_functions\hypersphere_area.m (1644, 2005-07-11)
rgpca\helper_functions\hypersphere_volume.m (1340, 2005-07-11)
rgpca\helper_functions\intersection_reclassification.m (1248, 2005-07-11)
rgpca\helper_functions\Ksubspaces.m (2906, 2006-04-10)
rgpca\helper_functions\K_means_subspaces_fixed_dimension.m (2206, 2005-07-11)
rgpca\helper_functions\mahalanobis_distance.m (5466, 2005-08-20)
rgpca\helper_functions\mst.m (5509, 2005-07-11)
rgpca\helper_functions\normalize.m (544, 2005-08-09)
rgpca\helper_functions\normalize_variance.m (457, 2006-01-08)
rgpca\helper_functions\PCA_downsampler.m (303, 2005-07-11)
rgpca\helper_functions\plot_data.m (3803, 2006-01-11)
rgpca\helper_functions\plot_level_plane.m (375, 2005-07-11)
rgpca\helper_functions\plot_normals.m (4221, 2005-07-11)
rgpca\helper_functions\plot_polynomial.m (5606, 2005-07-11)
rgpca\helper_functions\plot_subspaces.m (2430, 2007-01-02)
rgpca\helper_functions\plot_subspaces2.m (3446, 2007-01-02)
rgpca\helper_functions\plot_subspaces3-1.m (3309, 2005-08-09)
rgpca\helper_functions\plot_subspaces3.m (4822, 2007-01-02)
rgpca\helper_functions\plot_subspaces4.m (5443, 2005-07-11)
... ...
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