Sample Octave code for testing nonmonotonicity

target = [0 0.3 1 0.3 0]';

inputs = [0 0.1 0.3 0.5 1]';

outputs = zeros(5,1);

ic = tinkercell.tc_getInitialValues(tinkercell.tc_allItems());

k = tinkercell.tc_getRowIndex(ic, "INPUT");

for i = 1:5

    x = inputs(i);

    tinkercell.tc_setMatrixValue(ic, k, 0, x);

    tinkercell.tc_updateParameters(ic);

    ss = tinkercell.tc_getSteadyState();

    j = tinkercell.tc_getRowIndex(ss, "OUTPUT");

    if (j > -1)

        outputs(i) = tinkercell.tc_getMatrixValue(ss, j, 0);

    end

end

m = [ inputs outputs ];

m2 = toTC(m);

tinkercell.tc_plot(m2, "input-output");

score = corrcoef( target, outputs )