This based on MATLAB echo state network that can be used to measure trends

esn\ESNtools\ESN_Toolbox\.DS_Store
...\........\...........\12.txt
...\........\...........\211.asv
...\........\...........\211.m
...\........\...........\analogToUnitCoded.m
...\........\...........\compute_error.m
...\........\...........\compute_NRMSE.m
...\........\...........\compute_statematrix.m
...\........\...........\compute_teacher.m
...\........\...........\demoScript.m
...\........\...........\DOCUMENTATION.txt
...\........\...........\ESNtools\analogToUnitCoded.m
...\........\...........\........\compute_error.m
...\........\...........\........\compute_statematrix.m
...\........\...........\........\compute_teacher.m
...\........\...........\........\demoScript.m
...\........\...........\........\DOCUMENTATION.txt
...\........\...........\........\generate_esn.m
...\........\...........\........\generate_internal_weights.m
...\........\...........\........\generate_NARMA_sequence.m
...\........\...........\........\HISTORY.txt
...\........\...........\........\identity.m
...\........\...........\........\leaky1_esn.m
...\........\...........\........\leaky_esn.m
...\........\...........\........\load_esn.m
...\........\...........\........\makeTimeConstantsFromRange.m
...\........\...........\........\myeigs.m
...\........\...........\........\normalizeData01.m
...\........\...........\........\normalizeData_min0.m
...\........\...........\........\plain_esn.m
...\........\...........\........\plot_outputWeights.m
...\........\...........\........\plot_sequence.m
...\........\...........\........\plot_states.m
...\........\...........\........\pseudoinverse.m
...\........\...........\........\save_esn.m
...\........\...........\........\scaleshiftData.m
...\........\...........\........\shiftData.m
...\........\...........\........\sigmoid01.m
...\........\...........\........\sigmoid01_inv.m
...\........\...........\........\split_train_test.m
...\........\...........\........\test_esn.m
...\........\...........\........\train_esn.m
...\........\...........\........\twi_esn.m
...\........\...........\........\unitCodedToAnalog.m
...\........\...........\........\wiener_hopf.m
...\........\...........\ESNtools.zip
...\........\...........\generate_esn.asv
...\........\...........\generate_esn.m
...\........\...........\generate_internal_weights.m
...\........\...........\generate_NARMA_sequence.m
...\........\...........\HISTORY.txt
...\........\...........\identity.m
...\........\...........\leaky1_esn.m
...\........\...........\leaky_esn.m
...\........\...........\load_esn.m
...\........\...........\makeTimeConstantsFromRange.m
...\........\...........\myeigs.m
...\........\...........\normalizeData01.m
...\........\...........\normalizeData_min0.m
...\........\...........\plain_esn.asv
...\........\...........\plain_esn.m
...\........\...........\plain_esn1.m
...\........\...........\plot_outputWeights.m
...\........\...........\plot_sequence.m
...\........\...........\plot_states.m
...\........\...........\pseudoinverse.m
...\........\...........\save_esn.asv
...\........\...........\save_esn.m
...\........\...........\scaleshiftData.m
...\........\...........\shiftData.m
...\........\...........\sigmoid01.m
...\........\...........\sigmoid01_inv.m
...\........\...........\split_train_test.m
...\........\...........\test_esn.m
...\........\...........\train_esn.m
...\........\...........\twi_esn.m
...\........\...........\unitCodedToAnalog.m
...\........\...........\Untitled.asv
...\........\...........\wiener_hopf.m
...\........\...........\WS_FTP.LOG
...\........\__MACOSX\ESN_Toolbox\._(1).DS_Store
...\........\........\...........\._(2).DS_Store
...\........\........\...........\._.DS_Store
...\........\........\...........\._demoScript(1).m
...\........\........\...........\._demoScript(2).m
...\........\........\...........\._demoScript.m
...\........\........\...........\._generate_esn(1).m
...\........\........\...........\._generate_esn(2).m
...\........\........\...........\._generate_esn.m
...\........\........\...........\._plot_states(1).m
...\........\........\...........\._plot_state

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