文件名称:Dimension-reduction--toolbox
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该工具箱中包含了多种降维算法。其中有传统的PCA和Local PCA算法，也有典型的流形学习算法，如Isomap、LLE、HLLE、Laplacian Eigenmaps 和 Local Tangent Space 。-The toolbox contains a variety of dimensionality reduction algorithms. In which the traditional PCA and Local PCA algorithms, there are the typical manifold learning algorithms such as Isomap, LLE, HLLE, Laplacian Eigenmaps and Local Tangent Space.
(系统自动生成,下载前可以参看下载内容)
下载文件列表
Dimension reduction toolbox\compute_nn_distance.m
............................\compute_nn_graph.m
............................\dijkstra_fast.dll
............................\hlle.m
............................\isomap.m
............................\leigs.m
............................\lle.m
............................\load_images_dataset.m
............................\load_points_set.m
............................\load_subimages_dataset.m
............................\ltsa.m
............................\nn_prepare.dll
............................\nn_prepare.m
............................\nn_search.dll
............................\nn_search.m
............................\pca.m
............................\perform_dimreduc_interpolation.m
............................\perform_geodesic_embedding.m
............................\perform_local_pca.m
............................\plot_flattened_dataset.m
............................\range_search.dll
............................\range_search.m
............................\readme.txt
............................\test_datasets.m
............................\test_dimreduc.m
............................\test_display_pointsets.m
............................\test_images.m
............................\test_isomap_landmarks.m
............................\test_meshes.m
............................\test_nearest_neighboors.m
............................\test_pca.m
............................\test_subimages.m
............................\.oolbox\build_euclidean_weight_matrix.m
............................\.......\compute_distance_matrix.m
............................\.......\compute_distance_to_points.m
............................\.......\CVS\Entries
............................\.......\...\Entries.Extra
............................\.......\...\Repository
............................\.......\...\Root
............................\.......\load_image.m
............................\.......\perform_rbf_interpolation.m
............................\.......\plot_mesh.m
............................\.......\plot_scattered.m
............................\.......\read_off.m
............................\.......\test_rbf.m
............................\.......\triangulation2adjacency.m
............................\.......\CVS
............................\toolbox
Dimension reduction toolbox
............................\compute_nn_graph.m
............................\dijkstra_fast.dll
............................\hlle.m
............................\isomap.m
............................\leigs.m
............................\lle.m
............................\load_images_dataset.m
............................\load_points_set.m
............................\load_subimages_dataset.m
............................\ltsa.m
............................\nn_prepare.dll
............................\nn_prepare.m
............................\nn_search.dll
............................\nn_search.m
............................\pca.m
............................\perform_dimreduc_interpolation.m
............................\perform_geodesic_embedding.m
............................\perform_local_pca.m
............................\plot_flattened_dataset.m
............................\range_search.dll
............................\range_search.m
............................\readme.txt
............................\test_datasets.m
............................\test_dimreduc.m
............................\test_display_pointsets.m
............................\test_images.m
............................\test_isomap_landmarks.m
............................\test_meshes.m
............................\test_nearest_neighboors.m
............................\test_pca.m
............................\test_subimages.m
............................\.oolbox\build_euclidean_weight_matrix.m
............................\.......\compute_distance_matrix.m
............................\.......\compute_distance_to_points.m
............................\.......\CVS\Entries
............................\.......\...\Entries.Extra
............................\.......\...\Repository
............................\.......\...\Root
............................\.......\load_image.m
............................\.......\perform_rbf_interpolation.m
............................\.......\plot_mesh.m
............................\.......\plot_scattered.m
............................\.......\read_off.m
............................\.......\test_rbf.m
............................\.......\triangulation2adjacency.m
............................\.......\CVS
............................\toolbox
Dimension reduction toolbox