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.

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

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