This is a dimension reduction toolbox developed by Laurens van der Maaten(MISS). You are free to use, modify, or redistribute this software in any way you want, but only for non-commercial purposes. This Matlab toolbox implements 32 techniques for dimensionality reduction. These techniques are all available through the COMPUTE_MAPPING function.

toolbox_dimreduc\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
toolbox_dimreduc

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