Description: Principal Component Analysis and Partial Least SquaresPrincipal Component Analysis (PCA) and Partial Least Squares (PLS) are widely used tools. This code is to show their relationship through the Nonlinear Iterative PArtial Least Squares (NIPALS) algorithm.
- [PCA-matlab] - this procedure for the Principal Compone
- [subspace] - Subspace Decomposition matlab procedures
- [NIPALS] - NIPALS algorithm cross-validation method
- [kpca_azaaza] - KPCA Kernel Principal Component Analysis
- [pls1] - pls for matlab. matlab achieve PLS
- [pls] - PLS is widely used in many areas. This p
- [pca] - This code is based on the method pca dig
- [PLS] - PLS using by MATLAB
File list (Check if you may need any files):
lab432
......\bugfixes.txt
......\common
......\......\bif_diagr_dm.fig
......\......\bif_diagr_dm.m
......\......\lastUsedDir.mat
......\......\lyap_exp_of_cont_sys.fig
......\......\lyap_exp_of_cont_sys.m
......\......\lyap_exp_of_discrete_map.fig
......\......\lyap_exp_of_discrete_map.m
......\......\map_solver.fig
......\......\map_solver.m
......\......\ode_solver.fig
......\......\ode_solver.m
......\......\poincare_section.fig
......\......\poincare_section.m
......\......\sde_solver.fig
......\......\sde_solver.m
......\......\systems
......\......\.......\abc_sys.mat
......\......\.......\anishenko_astakhov_sys.mat
......\......\.......\arnold_cat_map.mat
......\......\.......\baker_map.mat
......\......\.......\biochemical_reaction_sys.mat
......\......\.......\chua_sys.mat
......\......\.......\coupled_ressler_sys.mat
......\......\.......\cubic_map.mat
......\......\.......\duffing_stoch.mat
......\......\.......\duffing_sys.mat
......\......\.......\fitzhugh_nagumo_sys.mat
......\......\.......\folded_towel_map.mat
......\......\.......\giona_sys.mat
......\......\.......\henon_map.mat
......\......\.......\logistic_map.mat
......\......\.......\lorentz_sys.mat
......\......\.......\lozi_map.mat
......\......\.......\malinetsky_map.mat
......\......\.......\measles_epidemic_sys.mat
......\......\.......\modified_arnold_cat_map.mat
......\......\.......\nonstat_logistic_map.mat
......\......\.......\nonstat_logistic_map2.mat
......\......\.......\nonstat_lorentz_sys.mat
......\......\.......\nonstat_lorentz_sys2.mat
......\......\.......\ns_henon_map.mat
......\......\.......\pickover_map.mat
......\......\.......\predator_prey_map.mat
......\......\.......\real_chua_sys.mat
......\......\.......\ressler_hyperchaos_stoch.mat
......\......\.......\ressler_hyperchaos_stoch2.mat
......\......\.......\ressler_hyperchaos_sys.mat
......\......\.......\ressler_stoch.mat
......\......\.......\ressler_sys.mat
......\......\.......\ring_generator_sys.mat
......\......\.......\rulkov_sys.mat
......\......\.......\samarjidza_sys.mat
......\......\.......\sine_map.mat
......\......\.......\tent_map.mat
......\......\.......\two_torus_map.mat
......\......\.......\ueda_sys.mat
......\......\.......\van_der_pol_sys.mat
......\......\.......\volterra_sys.mat
......\......\tmp_dg.m
......\......\tmp_f.m
......\......\tmp_g.m
......\......\tmp_map.m
......\......\tmp_sys.m
......\......\uigetfile2.m
......\......\workbar.m
......\gui
......\...\add_data.fig
......\...\add_data.m
......\...\clear_session.m
......\...\close_all_figs.m
......\...\close_graphics_figures.m
......\...\delete_data.m
......\...\draw_portrait.m
......\...\gui_autocorr_fun.m
......\...\gui_compute_fft.m
......\...\gui_create_attractor.m
......\...\gui_create_attractor_md.m
......\...\gui_create_da_model.m
......\...\gui_create_gr_model.m
......\...\gui_data_histogram.m
......\...\gui_data_statistics.m
......\...\gui_da_coeff_histogram.m
......\...\gui_da_coeff_med_filter.m
......\...\gui_disp_result_da_model.m
......\...\gui_disp_result_gr_model.m
......\...\gui_en_dis.m
......\...\gui_extract_time.m
......\...\gui_generate.m
......\...\gui_hist_2D.m
......\...\gui_maximal_lyap_exp.m
......\...\gui_median_filter.m
......\...\gui_moving_average.m
......\...\gui_mutual_average_inf.m
......\...\gui_normalize_data.m
......\...\gui_normalize_da_coefficients.m
......\...\gui_recurrence_plot.m
......\...\gui_remove_trend.m
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