├── .DS_Store ├── LearningFilters ├── .DS_Store ├── Bern.py ├── bernnet.sh ├── data │ ├── .DS_Store │ └── 2Dgrid │ │ ├── .DS_Store │ │ └── raw │ │ ├── .DS_Store │ │ └── 2Dgrid.mat ├── gspbox │ ├── 3rdparty │ │ ├── .gitignore │ │ ├── CSCbox │ │ │ ├── LICENSE │ │ │ ├── README.txt │ │ │ ├── codes │ │ │ │ ├── CSC.m │ │ │ │ ├── SC.m │ │ │ │ ├── compute_modularity.m │ │ │ │ ├── create_SBM.m │ │ │ │ ├── estimate_lambda_k.m │ │ │ │ ├── interpolate_on_complete_graph.m │ │ │ │ └── jackson_cheby_poly_coefficients.m │ │ │ ├── main_CSC.m │ │ │ └── third_party │ │ │ │ ├── PartAgreeCoef_ARonly.m │ │ │ │ ├── README.txt │ │ │ │ ├── ind2sub4up.m │ │ │ │ ├── my_binornd.m │ │ │ │ └── rand_index.m │ │ ├── Community_BGLL_Matlab │ │ │ ├── cluster_jl.m │ │ │ ├── cluster_jl_cpp.m │ │ │ ├── cluster_jl_orient.m │ │ │ ├── cluster_jl_orientT.m │ │ │ ├── cluster_jl_orientT_cpp.m │ │ │ ├── cluster_jl_orient_cpp.m │ │ │ ├── jl_clust.cpp │ │ │ ├── jl_clust.mexglx │ │ │ ├── jl_clust_orient.cpp │ │ │ ├── jl_clust_orient.mexglx │ │ │ ├── jl_mnew.cpp │ │ │ ├── jl_mnew.mexglx │ │ │ └── readme.txt │ │ ├── LDL │ │ │ ├── AMD │ │ │ │ ├── Demo │ │ │ │ │ ├── Makefile │ │ │ │ │ ├── amd_demo.c │ │ │ │ │ ├── amd_demo.out │ │ │ │ │ ├── amd_demo2.c │ │ │ │ │ ├── amd_demo2.out │ │ │ │ │ ├── amd_f77cross.f │ │ │ │ │ ├── amd_f77cross.out │ │ │ │ │ ├── amd_f77demo.f │ │ │ │ │ ├── amd_f77demo.out │ │ │ │ │ ├── amd_f77simple.f │ │ │ │ │ ├── amd_f77simple.out │ │ │ │ │ ├── amd_f77wrapper.c │ │ │ │ │ ├── amd_l_demo.c │ │ │ │ │ ├── amd_l_demo.out │ │ │ │ │ ├── amd_simple.c │ │ │ │ │ └── amd_simple.out │ │ │ │ ├── Doc │ │ │ │ │ ├── AMD_UserGuide.bib │ │ │ │ │ ├── AMD_UserGuide.pdf │ │ │ │ │ ├── AMD_UserGuide.tex │ │ │ │ │ ├── ChangeLog │ │ │ │ │ ├── License │ │ │ │ │ ├── Makefile │ │ │ │ │ └── lesser.txt │ │ │ │ ├── Include │ │ │ │ │ ├── amd.h │ │ │ │ │ └── amd_internal.h │ │ │ │ ├── Lib │ │ │ │ │ ├── GNUmakefile │ │ │ │ │ ├── Makefile │ │ │ │ │ └── libamd.def │ │ │ │ ├── MATLAB │ │ │ │ │ ├── Contents1.m │ │ │ │ │ ├── amd2.m │ │ │ │ │ ├── amd_demo.m │ │ │ │ │ ├── amd_demo.m.out │ │ │ │ │ ├── amd_install.m │ │ │ │ │ ├── amd_make.m │ │ │ │ │ ├── amd_mex.c │ │ │ │ │ └── can_24 │ │ │ │ ├── Makefile │ │ │ │ ├── README.txt │ │ │ │ └── Source │ │ │ │ │ ├── amd.f │ │ │ │ │ ├── amd_1.c │ │ │ │ │ ├── amd_2.c │ │ │ │ │ ├── amd_aat.c │ │ │ │ │ ├── amd_control.c │ │ │ │ │ ├── amd_defaults.c │ │ │ │ │ ├── amd_dump.c │ │ │ │ │ ├── amd_global.c │ │ │ │ │ ├── amd_info.c │ │ │ │ │ ├── amd_order.c │ │ │ │ │ ├── amd_post_tree.c │ │ │ │ │ ├── amd_postorder.c │ │ │ │ │ ├── amd_preprocess.c │ │ │ │ │ ├── amd_valid.c │ │ │ │ │ └── amdbar.f │ │ │ ├── LDL │ │ │ │ ├── Demo │ │ │ │ │ ├── Makefile │ │ │ │ │ ├── ldlamd.out │ │ │ │ │ ├── ldllamd.out │ │ │ │ │ ├── ldllmain.out │ │ │ │ │ ├── ldllsimple.c │ │ │ │ │ ├── ldllsimple.out │ │ │ │ │ ├── ldlmain.c │ │ │ │ │ ├── ldlmain.out │ │ │ │ │ ├── ldlsimple.c │ │ │ │ │ └── ldlsimple.out │ │ │ │ ├── Doc │ │ │ │ │ ├── ChangeLog │ │ │ │ │ ├── Makefile │ │ │ │ │ ├── ldl.bib │ │ │ │ │ ├── ldl_userguide.pdf │ │ │ │ │ ├── ldl_userguide.tex │ │ │ │ │ └── lesser.txt │ │ │ │ ├── Include │ │ │ │ │ └── ldl.h │ │ │ │ ├── Lib │ │ │ │ │ └── Makefile │ │ │ │ ├── MATLAB │ │ │ │ │ ├── Contents1.m │ │ │ │ │ ├── ldl_install.m │ │ │ │ │ ├── ldl_make.m │ │ │ │ │ ├── ldldemo.m │ │ │ │ │ ├── ldldemo.out │ │ │ │ │ ├── ldlmain2.m │ │ │ │ │ ├── ldlmain2.out │ │ │ │ │ ├── ldlmex.c │ │ │ │ │ ├── ldlmex_short.c │ │ │ │ │ ├── ldlnumericmex.c │ │ │ │ │ ├── ldlnumericmex_old.c │ │ │ │ │ ├── ldlrow.m │ │ │ │ │ ├── ldlsparse.m │ │ │ │ │ ├── ldlsymbol.m │ │ │ │ │ ├── ldlsymbol_extra.c │ │ │ │ │ ├── ldlsymbol_extra_old.c │ │ │ │ │ ├── ldlsymbolmex.c │ │ │ │ │ ├── ldltest.m │ │ │ │ │ └── ldltest.out │ │ │ │ ├── Makefile │ │ │ │ ├── Matrix │ │ │ │ │ ├── A01 │ │ │ │ │ ├── A02 │ │ │ │ │ ├── A03 │ │ │ │ │ ├── A04 │ │ │ │ │ ├── A05 │ │ │ │ │ ├── A06 │ │ │ │ │ ├── A07 │ │ │ │ │ ├── A08 │ │ │ │ │ ├── A09 │ │ │ │ │ ├── A10 │ │ │ │ │ ├── A11 │ │ │ │ │ ├── A12 │ │ │ │ │ ├── A13 │ │ │ │ │ ├── A14 │ │ │ │ │ ├── A15 │ │ │ │ │ ├── A16 │ │ │ │ │ ├── A17 │ │ │ │ │ ├── A18 │ │ │ │ │ ├── A19 │ │ │ │ │ ├── A20 │ │ │ │ │ ├── A21 │ │ │ │ │ ├── A22 │ │ │ │ │ ├── A23 │ │ │ │ │ ├── A24 │ │ │ │ │ ├── A25 │ │ │ │ │ ├── A26 │ │ │ │ │ ├── A27 │ │ │ │ │ ├── A28 │ │ │ │ │ ├── A29 │ │ │ │ │ └── A30 │ │ │ │ ├── README.txt │ │ │ │ └── Source │ │ │ │ │ └── ldl.c │ │ │ └── SuiteSparse_config │ │ │ │ ├── Makefile │ │ │ │ ├── README.txt │ │ │ │ ├── SuiteSparse_config.c │ │ │ │ ├── SuiteSparse_config.h │ │ │ │ ├── SuiteSparse_config.mk │ │ │ │ ├── SuiteSparse_config_GPU.mk │ │ │ │ ├── SuiteSparse_config_Mac.mk │ │ │ │ └── xerbla │ │ │ │ ├── Makefile │ │ │ │ ├── xerbla.c │ │ │ │ ├── xerbla.f │ │ │ │ └── xerbla.h │ │ ├── eq_sphere_partitions │ │ │ ├── AUTHORS │ │ │ ├── CHANGELOG │ │ │ ├── COPYING │ │ │ ├── Contents.m │ │ │ ├── INSTALL.txt │ │ │ ├── README.txt │ │ │ ├── eq_illustrations │ │ │ │ ├── Contents.m │ │ │ │ ├── illustration_options.m │ │ │ │ ├── private │ │ │ │ │ ├── show_s2_sphere.m │ │ │ │ │ ├── surf_jet.m │ │ │ │ │ ├── x2eqarea.m │ │ │ │ │ └── x2stereo.m │ │ │ │ ├── project_point_set.m │ │ │ │ ├── project_s2_partition.m │ │ │ │ ├── project_s3_partition.m │ │ │ │ ├── show_r3_point_set.m │ │ │ │ └── show_s2_partition.m │ │ │ ├── eq_partitions │ │ │ │ ├── Contents.m │ │ │ │ ├── eq_caps.m │ │ │ │ ├── eq_point_set.m │ │ │ │ ├── eq_point_set_polar.m │ │ │ │ ├── eq_regions.m │ │ │ │ ├── illustrate_eq_algorithm.m │ │ │ │ ├── partition_options.m │ │ │ │ └── private │ │ │ │ │ ├── bot_cap_region.m │ │ │ │ │ ├── cap_colats.m │ │ │ │ │ ├── centres_of_regions.m │ │ │ │ │ ├── circle_offset.m │ │ │ │ │ ├── ideal_region_list.m │ │ │ │ │ ├── num_collars.m │ │ │ │ │ ├── polar_colat.m │ │ │ │ │ ├── rot3.m │ │ │ │ │ ├── round_to_naturals.m │ │ │ │ │ ├── s2_offset.m │ │ │ │ │ ├── sphere_region.m │ │ │ │ │ └── top_cap_region.m │ │ │ ├── eq_point_set_props │ │ │ │ ├── Contents.m │ │ │ │ ├── calc_dist_coeff.m │ │ │ │ ├── calc_energy_coeff.m │ │ │ │ ├── calc_packing_density.m │ │ │ │ ├── eq_dist_coeff.m │ │ │ │ ├── eq_energy_coeff.m │ │ │ │ ├── eq_energy_dist.m │ │ │ │ ├── eq_min_dist.m │ │ │ │ ├── eq_packing_density.m │ │ │ │ ├── eq_point_set_property.m │ │ │ │ ├── point_set_dist_coeff.m │ │ │ │ ├── point_set_energy_coeff.m │ │ │ │ ├── point_set_energy_dist.m │ │ │ │ ├── point_set_min_dist.m │ │ │ │ └── point_set_packing_density.m │ │ │ ├── eq_region_props │ │ │ │ ├── Contents.m │ │ │ │ ├── eq_diam_bound.m │ │ │ │ ├── eq_diam_coeff.m │ │ │ │ ├── eq_regions_property.m │ │ │ │ ├── eq_vertex_diam.m │ │ │ │ ├── eq_vertex_diam_coeff.m │ │ │ │ └── private │ │ │ │ │ ├── expand_region_for_diam.m │ │ │ │ │ ├── max_diam_bound_of_regions.m │ │ │ │ │ ├── max_vertex_diam_of_regions.m │ │ │ │ │ └── pseudo_region_for_diam.m │ │ │ ├── eq_test │ │ │ │ ├── Contents.m │ │ │ │ └── eq_area_error.m │ │ │ ├── eq_utilities │ │ │ │ ├── Contents.m │ │ │ │ ├── area_of_cap.m │ │ │ │ ├── area_of_collar.m │ │ │ │ ├── area_of_ideal_region.m │ │ │ │ ├── area_of_sphere.m │ │ │ │ ├── cart2polar2.m │ │ │ │ ├── euc2sph_dist.m │ │ │ │ ├── euclidean_dist.m │ │ │ │ ├── fatcurve.m │ │ │ │ ├── haslight.m │ │ │ │ ├── ideal_collar_angle.m │ │ │ │ ├── polar2cart.m │ │ │ │ ├── sph2euc_dist.m │ │ │ │ ├── spherical_dist.m │ │ │ │ ├── sradius_of_cap.m │ │ │ │ └── volume_of_ball.m │ │ │ ├── info.ins │ │ │ ├── install_eq_toolbox.m │ │ │ ├── private │ │ │ │ ├── install.m │ │ │ │ ├── savepathonly.m │ │ │ │ └── uninstall.m │ │ │ └── uninstall_eq_toolbox.m │ │ ├── flann │ │ │ ├── flann_build_index.m │ │ │ ├── flann_free_index.m │ │ │ ├── flann_load_index.m │ │ │ ├── flann_save_index.m │ │ │ ├── flann_search.m │ │ │ ├── flann_set_distance_type.m │ │ │ ├── test_flann.m │ │ │ └── testset.dat │ │ ├── gendist.m │ │ ├── print2eps.m │ │ └── sources │ │ │ └── flann-1.8.4-src │ │ │ ├── CMakeLists.txt │ │ │ ├── COPYING │ │ │ ├── ChangeLog │ │ │ ├── README.md │ │ │ ├── bin │ │ │ ├── download_checkmd5.py │ │ │ ├── indent.sh │ │ │ ├── make_release.sh │ │ │ ├── run_test.py │ │ │ └── uncrustify.cfg │ │ │ ├── doc │ │ │ ├── CMakeLists.txt │ │ │ ├── images │ │ │ │ └── cmake-gui.png │ │ │ ├── manual.tex │ │ │ └── references.bib │ │ │ ├── examples │ │ │ ├── CMakeLists.txt │ │ │ ├── README │ │ │ ├── flann_example.c │ │ │ ├── flann_example.cpp │ │ │ └── flann_example_mpi.cpp │ │ │ ├── src │ │ │ ├── CMakeLists.txt │ │ │ ├── cpp │ │ │ │ ├── CMakeLists.txt │ │ │ │ └── flann │ │ │ │ │ ├── algorithms │ │ │ │ │ ├── all_indices.h │ │ │ │ │ ├── autotuned_index.h │ │ │ │ │ ├── center_chooser.h │ │ │ │ │ ├── composite_index.h │ │ │ │ │ ├── dist.h │ │ │ │ │ ├── hierarchical_clustering_index.h │ │ │ │ │ ├── kdtree_cuda_3d_index.cu │ │ │ │ │ ├── kdtree_cuda_3d_index.h │ │ │ │ │ ├── kdtree_cuda_builder.h │ │ │ │ │ ├── kdtree_index.h │ │ │ │ │ ├── kdtree_single_index.h │ │ │ │ │ ├── kmeans_index.h │ │ │ │ │ ├── linear_index.h │ │ │ │ │ ├── lsh_index.h │ │ │ │ │ └── nn_index.h │ │ │ │ │ ├── config.h │ │ │ │ │ ├── config.h.in │ │ │ │ │ ├── defines.h │ │ │ │ │ ├── flann.cpp │ │ │ │ │ ├── flann.h │ │ │ │ │ ├── flann.hpp │ │ │ │ │ ├── flann_cpp.cpp │ │ │ │ │ ├── general.h │ │ │ │ │ ├── io │ │ │ │ │ └── hdf5.h │ │ │ │ │ ├── mpi │ │ │ │ │ ├── client.h │ │ │ │ │ ├── flann_mpi_client.cpp │ │ │ │ │ ├── flann_mpi_server.cpp │ │ │ │ │ ├── index.h │ │ │ │ │ ├── matrix.h │ │ │ │ │ ├── queries.h │ │ │ │ │ └── server.h │ │ │ │ │ ├── nn │ │ │ │ │ ├── ground_truth.h │ │ │ │ │ ├── index_testing.h │ │ │ │ │ └── simplex_downhill.h │ │ │ │ │ └── util │ │ │ │ │ ├── allocator.h │ │ │ │ │ ├── any.h │ │ │ │ │ ├── cuda │ │ │ │ │ ├── heap.h │ │ │ │ │ └── result_set.h │ │ │ │ │ ├── cutil_math.h │ │ │ │ │ ├── dynamic_bitset.h │ │ │ │ │ ├── heap.h │ │ │ │ │ ├── logger.h │ │ │ │ │ ├── lsh_table.h │ │ │ │ │ ├── matrix.h │ │ │ │ │ ├── object_factory.h │ │ │ │ │ ├── params.h │ │ │ │ │ ├── random.h │ │ │ │ │ ├── result_set.h │ │ │ │ │ ├── sampling.h │ │ │ │ │ ├── saving.h │ │ │ │ │ ├── serialization.h │ │ │ │ │ └── timer.h │ │ │ ├── matlab │ │ │ │ ├── CMakeLists.txt │ │ │ │ ├── flann_build_index.m │ │ │ │ ├── flann_free_index.m │ │ │ │ ├── flann_load_index.m │ │ │ │ ├── flann_save_index.m │ │ │ │ ├── flann_search.m │ │ │ │ ├── flann_set_distance_type.m │ │ │ │ ├── nearest_neighbors.cpp │ │ │ │ └── test_flann.m │ │ │ └── python │ │ │ │ ├── CMakeLists.txt │ │ │ │ ├── pyflann │ │ │ │ ├── __init__.py │ │ │ │ ├── exceptions.py │ │ │ │ ├── flann_ctypes.py │ │ │ │ └── index.py │ │ │ │ └── setup.py.tpl │ │ │ └── test │ │ │ ├── CMakeLists.txt │ │ │ ├── flann_autotuned_test.cpp │ │ │ ├── flann_cuda_test.cu │ │ │ ├── flann_hierarchical_test.cpp │ │ │ ├── flann_kdtree_single_test.cpp │ │ │ ├── flann_kdtree_test.cpp │ │ │ ├── flann_kmeans_test.cpp │ │ │ ├── flann_linear_test.cpp │ │ │ ├── flann_lsh_test.cpp │ │ │ ├── flann_multithreaded_test.cpp │ │ │ ├── flann_tests.h │ │ │ ├── memusage_clustering.py │ │ │ ├── memusage_nn.py │ │ │ ├── test_clustering.py │ │ │ ├── test_index_save.py │ │ │ ├── test_nn.py │ │ │ ├── test_nn_autotune.py │ │ │ └── test_nn_index.py │ ├── Contents.m │ ├── LICENSE │ ├── README.md │ ├── demos │ │ ├── Contents.m │ │ ├── gsp_demo.m │ │ ├── gsp_demo_graph_embedding.m │ │ ├── gsp_demo_graph_tv.m │ │ ├── gsp_demo_learn_graph.m │ │ ├── gsp_demo_learn_graph_large.m │ │ ├── gsp_demo_poster.m │ │ ├── gsp_demo_pyramid.m │ │ ├── gsp_demo_stationarity.m │ │ ├── gsp_demo_tv_inpainting.m │ │ ├── gsp_demo_wavelet.m │ │ └── gsp_demo_wavelet_dn.m │ ├── embedding │ │ ├── Contents.m │ │ ├── gsp_compute_coordinates.m │ │ ├── gsp_eigenspace_estimation.m │ │ ├── gsp_isomap.m │ │ ├── gsp_laplacian_eigenmaps.m │ │ ├── gsp_lle.m │ │ └── gsp_weight2distance.m │ ├── filters │ │ ├── Contents.m │ │ ├── gsp_approx_filter.m │ │ ├── gsp_design_abspline.m │ │ ├── gsp_design_can_dual.m │ │ ├── gsp_design_expwin.m │ │ ├── gsp_design_half_cosine.m │ │ ├── gsp_design_heat.m │ │ ├── gsp_design_held.m │ │ ├── gsp_design_itersine.m │ │ ├── gsp_design_mexican_hat.m │ │ ├── gsp_design_meyer.m │ │ ├── gsp_design_papadakis.m │ │ ├── gsp_design_regular.m │ │ ├── gsp_design_simoncelli.m │ │ ├── gsp_design_simple_tf.m │ │ ├── gsp_design_smooth_indicator.m │ │ ├── gsp_design_warped_translates.m │ │ ├── gsp_evaluate_can_dual.m │ │ ├── gsp_filter.m │ │ ├── gsp_filter_analysis.m │ │ ├── gsp_filter_evaluate.m │ │ ├── gsp_filter_inverse.m │ │ ├── gsp_filter_synthesis.m │ │ ├── gsp_filterbank_bounds.m │ │ ├── gsp_filterbank_matrix.m │ │ ├── gsp_gabor_filterbank.m │ │ ├── gsp_jtv_compute_frame.m │ │ ├── gsp_jtv_design_can_dual.m │ │ ├── gsp_jtv_design_damped_wave.m │ │ ├── gsp_jtv_design_dgw.m │ │ ├── gsp_jtv_design_diffusion.m │ │ ├── gsp_jtv_design_kleingordon.m │ │ ├── gsp_jtv_design_meyer.m │ │ ├── gsp_jtv_design_wave.m │ │ ├── gsp_jtv_evaluate_can_dual.m │ │ ├── gsp_jtv_filter_analysis.m │ │ ├── gsp_jtv_filter_array.m │ │ ├── gsp_jtv_filter_evaluate.m │ │ ├── gsp_jtv_filter_inverse.m │ │ ├── gsp_jtv_filter_synthesis.m │ │ ├── gsp_jtv_mat2vec.m │ │ ├── gsp_jtv_vec2mat.m │ │ ├── gsp_mat2vec.m │ │ ├── gsp_multiply_filters.m │ │ ├── gsp_test_duality.m │ │ ├── gsp_test_duality_coefficient.m │ │ ├── gsp_tighten_filter.m │ │ ├── gsp_vec2mat.m │ │ ├── gsp_warp_filter.m │ │ ├── gsp_wlog_scales.m │ │ └── utils │ │ │ ├── gsp_erdos_renyi_density.m │ │ │ ├── gsp_erdos_renyi_density_normalized.m │ │ │ ├── gsp_erdos_renyi_warp.m │ │ │ ├── gsp_free_conv_norm_semi.m │ │ │ ├── gsp_mono_cubic_warp_fn.m │ │ │ ├── gsp_pwl_warp_fn.m │ │ │ ├── gsp_random_regular_density.m │ │ │ └── histnorm.m │ ├── graph_ml │ │ ├── .gitignore │ │ ├── gsp_classification_knn.m │ │ ├── gsp_classification_matrix.m │ │ ├── gsp_classification_tik.m │ │ ├── gsp_classification_tv.m │ │ ├── gsp_classification_tv_new.m │ │ ├── gsp_frkhs.m │ │ ├── gsp_frpcaog_1g.m │ │ ├── gsp_frpcaog_2g.m │ │ ├── gsp_gpcatv_2g.m │ │ ├── gsp_knn_classify_graph.m │ │ ├── gsp_matrix2label.m │ │ ├── gsp_ml_rls.m │ │ ├── gsp_ml_rls_tik.m │ │ ├── gsp_ml_rls_tv.m │ │ ├── gsp_regression_Lx_l1.m │ │ ├── gsp_regression_knn.m │ │ ├── gsp_regression_tik.m │ │ ├── gsp_regression_tv.m │ │ └── gsp_rkhs_evaluate.m │ ├── graphs │ │ ├── Contents.m │ │ ├── gsp_2dgrid.m │ │ ├── gsp_airfoil.m │ │ ├── gsp_barabasi_albert.m │ │ ├── gsp_bunny.m │ │ ├── gsp_comet.m │ │ ├── gsp_community.m │ │ ├── gsp_components.m │ │ ├── gsp_copy_graph_attributes.m │ │ ├── gsp_cube.m │ │ ├── gsp_david_sensor_network.m │ │ ├── gsp_erdos_renyi.m │ │ ├── gsp_full_connected.m │ │ ├── gsp_graph.m │ │ ├── gsp_graph_default_parameters.m │ │ ├── gsp_graph_default_plotting_parameters.m │ │ ├── gsp_graph_product.m │ │ ├── gsp_hypergraph.m │ │ ├── gsp_jtv_graph.m │ │ ├── gsp_line_graph.m │ │ ├── gsp_logo.m │ │ ├── gsp_low_stretch_tree.m │ │ ├── gsp_minnesota.m │ │ ├── gsp_modified_path.m │ │ ├── gsp_nn_graph.m │ │ ├── gsp_nn_hypergraph.m │ │ ├── gsp_non_uniform.m │ │ ├── gsp_non_uniform_patch.m │ │ ├── gsp_path.m │ │ ├── gsp_random_regular.m │ │ ├── gsp_random_ring.m │ │ ├── gsp_ring.m │ │ ├── gsp_rmse_mv_graph.m │ │ ├── gsp_sensor.m │ │ ├── gsp_separate_graph.m │ │ ├── gsp_sphere.m │ │ ├── gsp_spiral.m │ │ ├── gsp_stochastic_block_graph.m │ │ ├── gsp_subgraph.m │ │ ├── gsp_swiss_roll.m │ │ ├── gsp_torus.m │ │ ├── gsp_tree.m │ │ ├── gsp_two_moons.m │ │ ├── gsp_update_coordinates.m │ │ ├── gsp_update_weights.m │ │ └── misc │ │ │ ├── createRandRegGraph.m │ │ │ ├── david500.mat │ │ │ ├── david64.mat │ │ │ ├── logogsp.mat │ │ │ ├── minnesota.mat │ │ │ └── rescale_center.m │ ├── gsp_install.m │ ├── gsp_install_unlocbox.m │ ├── gsp_make.m │ ├── gsp_start.m │ ├── gspbox_version │ ├── imageprocessing │ │ ├── Contents.m │ │ └── gsp_patch_graph.m │ ├── learn_graph │ │ ├── Contents.m │ │ ├── gsp_demo_learn_graph_parameters.m │ │ ├── gsp_learn_graph_l2_degrees.m │ │ ├── gsp_learn_graph_l2_degrees_mine.m │ │ ├── gsp_learn_graph_log_degrees.m │ │ └── gsp_learn_tcer.m │ ├── operators │ │ ├── Contents.m │ │ ├── gsp_div.m │ │ ├── gsp_gft.m │ │ ├── gsp_grad.m │ │ ├── gsp_grad_mat.m │ │ ├── gsp_graph_multiresolution.m │ │ ├── gsp_gwft.m │ │ ├── gsp_gwft_frame_matrix.m │ │ ├── gsp_igft.m │ │ ├── gsp_ijft.m │ │ ├── gsp_interpolate.m │ │ ├── gsp_itft.m │ │ ├── gsp_jft.m │ │ ├── gsp_jtwgft.m │ │ ├── gsp_kron_reduce.m │ │ ├── gsp_kron_reduction.m │ │ ├── gsp_localize.m │ │ ├── gsp_modulate.m │ │ ├── gsp_ngwft.m │ │ ├── gsp_ngwft_frame_matrix.m │ │ ├── gsp_pyramid_analysis.m │ │ ├── gsp_pyramid_analysis_single.m │ │ ├── gsp_pyramid_cell2coeff.m │ │ ├── gsp_pyramid_synthesis.m │ │ ├── gsp_pyramid_synthesis_single.m │ │ └── gsp_tft.m │ ├── plotting │ │ ├── Contents.m │ │ ├── gsp_plot_edges.m │ │ ├── gsp_plot_filter.m │ │ ├── gsp_plot_graph.m │ │ ├── gsp_plot_jft.m │ │ ├── gsp_plot_jtv_filter.m │ │ ├── gsp_plot_jtv_signal.m │ │ ├── gsp_plot_sgram.m │ │ ├── gsp_plot_signal.m │ │ └── gsp_plot_signal_spectral.m │ ├── pointsclouds │ │ ├── Contents.m │ │ ├── airfoil.mat │ │ ├── bunny.mat │ │ ├── gsp_pointcloud.m │ │ ├── gsp_twospirals.m │ │ ├── to_be_included │ │ │ ├── clusterincluster.m │ │ │ ├── corners.m │ │ │ ├── crescentfullmoon.m │ │ │ ├── datasets.png │ │ │ ├── datasetsdemo.m │ │ │ ├── halfkernel.m │ │ │ ├── outlier.m │ │ │ └── twospirals.m │ │ └── two_moons.mat │ ├── prox │ │ ├── Contents.m │ │ ├── gsp_proj_b2_filterbank.m │ │ ├── gsp_proj_filterbank.m │ │ ├── gsp_prox_l1_filterbank.m │ │ ├── gsp_prox_l2_filterbank.m │ │ ├── gsp_prox_tik.m │ │ ├── gsp_prox_tv.m │ │ ├── gsp_solve_l0.m │ │ ├── gsp_solve_l1.m │ │ └── gsp_wavelet_dn.m │ ├── sgwt_require │ │ ├── create_synthetic_dataset.m │ │ ├── sgwt_cheby_square.m │ │ ├── sgwt_kernel_abspline3.m │ │ ├── sgwt_kernel_abspline5.m │ │ └── sgwt_kernel_simple_tf.m │ ├── stationarity │ │ ├── Contents.m │ │ ├── gsp_design_translates.m │ │ ├── gsp_estimate_psd.m │ │ ├── gsp_experimental_psd.m │ │ ├── gsp_jtv_estimate_psd.m │ │ ├── gsp_jtv_wiener_inpainting.m │ │ ├── gsp_jtwgft.m │ │ ├── gsp_remove_mean.m │ │ ├── gsp_stationarity_cov.m │ │ ├── gsp_stationarity_ratio.m │ │ ├── gsp_wiener_inpainting.m │ │ ├── gsp_wiener_inpainting_exact.m │ │ ├── gsp_wiener_l2.m │ │ └── gsp_wiener_optimization.m │ └── utils │ │ ├── Contents.m │ │ ├── gsp_adj2vec.m │ │ ├── gsp_assign_rand_direction.m │ │ ├── gsp_cartesian.m │ │ ├── gsp_cfa.m │ │ ├── gsp_cheby_coeff.m │ │ ├── gsp_cheby_eval.m │ │ ├── gsp_cheby_op.m │ │ ├── gsp_check_connectivity.m │ │ ├── gsp_check_connectivity_undirected.m │ │ ├── gsp_check_filtertype.m │ │ ├── gsp_check_fourier.m │ │ ├── gsp_check_jtv.m │ │ ├── gsp_check_weights.m │ │ ├── gsp_classic2graph_eig_order.m │ │ ├── gsp_compute_fourier_basis.m │ │ ├── gsp_compute_graph_learning_theta.m │ │ ├── gsp_compute_theta_bounds.m │ │ ├── gsp_create_laplacian.m │ │ ├── gsp_ddf2dcdf.m │ │ ├── gsp_decompose_asymmatrix.m │ │ ├── gsp_delta.m │ │ ├── gsp_diameter.m │ │ ├── gsp_distanz.m │ │ ├── gsp_estimate_lmax.m │ │ ├── gsp_fast_estimate_lk.m │ │ ├── gsp_good_graph_index.m │ │ ├── gsp_graph_sparsify.m │ │ ├── gsp_hop_distanz.m │ │ ├── gsp_incidence.m │ │ ├── gsp_isdirected.m │ │ ├── gsp_jtv_cheby_coeff.m │ │ ├── gsp_jtv_cheby_op.m │ │ ├── gsp_jtv_delta.m │ │ ├── gsp_jtv_fa.m │ │ ├── gsp_jtv_ta.m │ │ ├── gsp_lanczos_op.m │ │ ├── gsp_laplacian.m │ │ ├── gsp_nn_distanz.m │ │ ├── gsp_norm_l1_filterbank.m │ │ ├── gsp_norm_l2_filterbank.m │ │ ├── gsp_norm_tig.m │ │ ├── gsp_norm_tik.m │ │ ├── gsp_norm_tv.m │ │ ├── gsp_plotfig.m │ │ ├── gsp_point2dcdf.m │ │ ├── gsp_repmatline.m │ │ ├── gsp_reset_seed.m │ │ ├── gsp_resistance_distance.m │ │ ├── gsp_resistance_distances.m │ │ ├── gsp_rmse_mv.m │ │ ├── gsp_smooth_downstep.m │ │ ├── gsp_smooth_step.m │ │ ├── gsp_sort_nodes.m │ │ ├── gsp_spectrum_cdf_approx.m │ │ ├── gsp_strong.m │ │ ├── gsp_symmetrize.m │ │ ├── gsp_tree_depths.m │ │ ├── gsp_vec2adj.m │ │ └── utils │ │ └── boolean.m ├── image │ ├── .DS_Store │ ├── img1.jpg │ ├── img10.jpg │ ├── img11.jpg │ ├── img12.jpg │ ├── img13.jpg │ ├── img14.jpg │ ├── img15.jpg │ ├── img16.jpg │ ├── img17.jpg │ ├── img18.jpg │ ├── img19.jpg │ ├── img2.jpg │ ├── img20.jpg │ ├── img21.jpg │ ├── img22.jpg │ ├── img23.jpg │ ├── img24.jpg │ ├── img25.jpg │ ├── img26.jpg │ ├── img27.jpg │ ├── img28.jpg │ ├── img29.jpg │ ├── img3.jpg │ ├── img30.jpg │ ├── img31.jpg │ ├── img32.jpg │ ├── img33.jpg │ ├── img34.jpg │ ├── img35.jpg │ ├── img36.jpg │ ├── img37.jpg │ ├── img38.jpg │ ├── img39.jpg │ ├── img4.jpg │ ├── img40.jpg │ ├── img41.jpg │ ├── img42.jpg │ ├── img43.jpg │ ├── img44.jpg │ ├── img45.jpg │ ├── img46.jpg │ ├── img47.jpg │ ├── img48.jpg │ ├── img49.jpg │ ├── img5.jpg │ ├── img50.jpg │ ├── img6.jpg │ ├── img7.jpg │ ├── img8.jpg │ └── img9.jpg ├── models.py ├── preprocessing.m ├── training.py └── utils.py ├── NodeClassification ├── .DS_Store ├── Bernpro.py ├── bernnet.sh ├── data │ ├── .DS_Store │ ├── chameleon │ │ ├── .DS_Store │ │ └── raw │ │ │ └── chameleon │ ├── citeseer │ │ ├── .DS_Store │ │ └── citeseer │ │ │ ├── .DS_Store │ │ │ └── raw │ │ │ ├── ind.citeseer.allx │ │ │ ├── ind.citeseer.ally │ │ │ ├── ind.citeseer.graph │ │ │ ├── ind.citeseer.test.index │ │ │ ├── ind.citeseer.tx │ │ │ ├── ind.citeseer.ty │ │ │ ├── ind.citeseer.x │ │ │ └── ind.citeseer.y │ ├── computers │ │ ├── .DS_Store │ │ └── Computers │ │ │ ├── .DS_Store │ │ │ └── raw │ │ │ └── amazon_electronics_computers.npz │ ├── cora │ │ ├── .DS_Store │ │ └── cora │ │ │ ├── .DS_Store │ │ │ └── raw │ │ │ ├── ind.cora.allx │ │ │ ├── ind.cora.ally │ │ │ ├── ind.cora.graph │ │ │ ├── ind.cora.test.index │ │ │ ├── ind.cora.tx │ │ │ ├── ind.cora.ty │ │ │ ├── ind.cora.x │ │ │ └── ind.cora.y │ ├── cornell │ │ ├── .DS_Store │ │ └── raw │ │ │ ├── out1_graph_edges.txt │ │ │ └── out1_node_feature_label.txt │ ├── film │ │ ├── .DS_Store │ │ └── raw │ │ │ └── film │ ├── photo │ │ ├── .DS_Store │ │ └── Photo │ │ │ ├── .DS_Store │ │ │ └── raw │ │ │ └── amazon_electronics_photo.npz │ ├── pubmed │ │ ├── .DS_Store │ │ └── pubmed │ │ │ ├── .DS_Store │ │ │ └── raw │ │ │ ├── ind.pubmed.allx │ │ │ ├── ind.pubmed.ally │ │ │ ├── ind.pubmed.graph │ │ │ ├── ind.pubmed.test.index │ │ │ ├── ind.pubmed.tx │ │ │ ├── ind.pubmed.ty │ │ │ ├── ind.pubmed.x │ │ │ └── ind.pubmed.y │ ├── squirrel │ │ ├── .DS_Store │ │ └── raw │ │ │ └── squirrel │ └── texas │ │ ├── .DS_Store │ │ └── raw │ │ ├── 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