diff --git a/#last_session.py# b/#last_session.py# new file mode 100644 index 0000000..729559e --- /dev/null +++ b/#last_session.py# @@ -0,0 +1,13669 @@ +>>> G=BayesNet() +Traceback (most recent call last): + File "", line 1, in +NameError: name 'BayesNet' is not defined +>>> G=BayesNet() +>>> ebunch=[('a', 'b', '+'), ('a', 'c', '+'), ('b', 'c', '-')] +>>> add_edges_from(G, ebunch) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'add_edges_from' is not defined +>>> G.add_edges_from(ebunch) +>>> G.Items() +[((0, 1, 1), 0.0), ((1, 1, 0), 0.125), ((1, 0, 0), 0.0625), ((0, 0, 1), 0.25), ((1, 0, 1), 0.1875), ((0, 0, 0), 0.25), ((0, 1, 0), 0.0), ((1, 1, 1), 0.125)] +>>> 0.5**3 +0.125 +>>> f=lambda x, a, b: 1.0/(b-a) +>>> f(0.5, 0, 1) +Traceback (most recent call last): + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> f=lambda x, a, b: 1.0/(b-a) +>>> f(0.5, 0, 1) +1.0 +>>> pmf=Pmf() +>>> [pmf.Set(x, f(x, 0, 1)) for x in numpy.linspace(0, 1, 100)] +Traceback (most recent call last): + File "", line 1, in +NameError: name 'linespace' is not defined +>>> [pmf.Set(x, f(x, 0, 1)) for x in numpy.linspace(0, 1, 100)] +[None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None] +>>> pmf.Items()[:10] +sorted(pmf.Items()[:10]) +[(0.0, 1.0), (1.0, 1.0), (0.29292929292929293, 1.0), (0.6262626262626263, 1.0), (0.23232323232323235, 1.0), (0.58585858585858586, 1.0), (0.80808080808080818, 1.0), (0.17171717171717174, 1.0), (0.8787878787878789, 1.0), (0.27272727272727276, 1.0)] +>>> sorted(pmf.Items()) +[(0.0, 1.0), (0.17171717171717174, 1.0), (0.23232323232323235, 1.0), (0.27272727272727276, 1.0), (0.29292929292929293, 1.0), (0.58585858585858586, 1.0), (0.6262626262626263, 1.0), (0.80808080808080818, 1.0), (0.8787878787878789, 1.0), (1.0, 1.0)] +>>> sorted(pmf.Items()) +[(0.0, 1.0), (0.010101010101010102, 1.0), (0.020202020202020204, 1.0), (0.030303030303030304, 1.0), (0.040404040404040407, 1.0), (0.050505050505050511, 1.0), (0.060606060606060608, 1.0), (0.070707070707070718, 1.0), (0.080808080808080815, 1.0), (0.090909090909090912, 1.0), (0.10101010101010102, 1.0), (0.11111111111111112, 1.0), (0.12121212121212122, 1.0), (0.13131313131313133, 1.0), (0.14141414141414144, 1.0), (0.15151515151515152, 1.0), (0.16161616161616163, 1.0), (0.17171717171717174, 1.0), (0.18181818181818182, 1.0), (0.19191919191919193, 1.0), (0.20202020202020204, 1.0), (0.21212121212121213, 1.0), (0.22222222222222224, 1.0), (0.23232323232323235, 1.0), (0.24242424242424243, 1.0), (0.25252525252525254, 1.0), (0.26262626262626265, 1.0), (0.27272727272727276, 1.0), (0.28282828282828287, 1.0), (0.29292929292929293, 1.0), (0.30303030303030304, 1.0), (0.31313131313131315, 1.0), (0.32323232323232326, 1.0), (0.33333333333333337, 1.0), (0.34343434343434348, 1.0), (0.35353535353535359, 1.0), (0.36363636363636365, 1.0), (0.37373737373737376, 1.0), (0.38383838383838387, 1.0), (0.39393939393939398, 1.0), (0.40404040404040409, 1.0), (0.4141414141414142, 1.0), (0.42424242424242425, 1.0), (0.43434343434343436, 1.0), (0.44444444444444448, 1.0), (0.45454545454545459, 1.0), (0.4646464646464647, 1.0), (0.47474747474747481, 1.0), (0.48484848484848486, 1.0), (0.49494949494949497, 1.0), (0.50505050505050508, 1.0), (0.51515151515151525, 1.0), (0.5252525252525253, 1.0), (0.53535353535353536, 1.0), (0.54545454545454553, 1.0), (0.55555555555555558, 1.0), (0.56565656565656575, 1.0), (0.5757575757575758, 1.0), (0.58585858585858586, 1.0), (0.59595959595959602, 1.0), (0.60606060606060608, 1.0), (0.61616161616161624, 1.0), (0.6262626262626263, 1.0), (0.63636363636363646, 1.0), (0.64646464646464652, 1.0), (0.65656565656565657, 1.0), (0.66666666666666674, 1.0), (0.6767676767676768, 1.0), (0.68686868686868696, 1.0), (0.69696969696969702, 1.0), (0.70707070707070718, 1.0), (0.71717171717171724, 1.0), (0.72727272727272729, 1.0), (0.73737373737373746, 1.0), (0.74747474747474751, 1.0), (0.75757575757575768, 1.0), (0.76767676767676774, 1.0), (0.77777777777777779, 1.0), (0.78787878787878796, 1.0), (0.79797979797979801, 1.0), (0.80808080808080818, 1.0), (0.81818181818181823, 1.0), (0.8282828282828284, 1.0), (0.83838383838383845, 1.0), (0.84848484848484851, 1.0), (0.85858585858585867, 1.0), (0.86868686868686873, 1.0), (0.8787878787878789, 1.0), (0.88888888888888895, 1.0), (0.89898989898989912, 1.0), (0.90909090909090917, 1.0), (0.91919191919191923, 1.0), (0.92929292929292939, 1.0), (0.93939393939393945, 1.0), (0.94949494949494961, 1.0), (0.95959595959595967, 1.0), (0.96969696969696972, 1.0), (0.97979797979797989, 1.0), (0.98989898989898994, 1.0), (1.0, 1.0)] +>>> G.nodes() +[0, 1, 2] +>>> G.Conditional(2, 0, 1) +Traceback (most recent call last): + File "", line 1, in +TypeError: Conditional() takes at least 4 arguments (3 given) +>>> G.Conditional(2, 0, 1).Items() +<__main__.Pmf object at 0x2e090d0> +>>> G.Conditional(2, 0, 0).Items() +[(0, 0.375), (1, 0.625)] +>>> G.Conditional(2, 1, 0).Items() +[(0, 0.5), (1, 0.5)] +>>> G.Conditional(2, 1, 1).Items() +[(0, 0.41666666666666663), (1, 0.5833333333333333)] +>>> G.Conditional(2, 1, 1).Items() +[(0, 0.5), (1, 0.5)] +>>> Percentile(G, 6) +(1, 1, 0) +>>> Percentile(G, 7) +(1, 1, 0) +>>> Percentile(G, 8) +(1, 1, 0) +>>> Percentile(G, 9) +(1, 1, 0) +>>> Percentile(G, 10) +(1, 1, 0) +>>> Percentile(G, 11) +(1, 1, 0) +>>> Percentile(G, 12) +(1, 1, 0) +>>> Percentile(G, 13) +(1, 1, 0) +>>> Percentile(G, 13) +(1, 0, 0) +>>> G.P((1, 1, 0)) +Traceback (most recent call last): + File "", line 1, in +AttributeError: 'BayesNet' object has no attribute 'Probability' +>>> G.Prob((1, 1, 0)) +Traceback (most recent call last): + File "", line 1, in +AttributeError: 'BayesNet' object has no attribute 'P' +>>> G.Prob((1, 0, 0)) +0.125 +>>> G.Prob((0, 0, 0)) +0.0625 +>>> G.Prob((0, 1, 0)) +0.25 +>>> G.Prob((1, 1, 0)) +0.0 +>>> G.Prob((1, 1, 1)) +0.125 +>>> G.Prob((1, 0, 1)) +0.125 +>>> G.Prob((1, 0, 1)) +0.1875 +>>> gaus=lambda x: EvalGaussianPdf(x, 0, 1) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'GausianPdf' is not defined +>>> gaus=lambda x: EvalGaussianPdf(x, 0, 1) +>>> gaus(1) +0.00013383022576488537 +>>> gaus(1.96) +0.24197072451914337 +>>> gaus(-1.96) +0.058440944333451476 +>>> gaus(-1.96) +0.058440944333451476 +>>> type(gaus) + +>>> xs=numpy.linspace(-2, 2, 0.5) +Traceback (most recent call last): + File "", line 1, in +TypeError: integer argument expected, got float +>>> xs=numpy.linspace(-2, 2, 20) +>>> xs +array([], dtype=float64) +>>> xs=numpy.linspace(-2, 2, 20) +>>> zip(*list(xs), [gaus(x) for x in xs]) +array([-2. , -1.78947368, -1.57894737, -1.36842105, -1.15789474, + -0.94736842, -0.73684211, -0.52631579, -0.31578947, -0.10526316, + 0.10526316, 0.31578947, 0.52631579, 0.73684211, 0.94736842, + 1.15789474, 1.36842105, 1.57894737, 1.78947368, 2. ]) +>>> zip(*xs, gauss) + File "", line 1 +SyntaxError: only named arguments may follow *expression +>>> xs=list(xs) +>>> gauss=[gaus(x) for x in xs] +>>> zip(*xs, gauss) + File "", line 1 +SyntaxError: only named arguments may follow *expression +>>> from pylab import * +>>> plot(xs, gauss) +[] +>>> pylab.show() +Traceback (most recent call last): + File "", line 1, in +NameError: name 'pylab' is not defined +>>> show() +>>> show() +>>> plot(xs, gauss) +[] +>>> show() +>>> gaus(5) +0.00013383022576488537 +>>> gaus(0) +1.4867195147342979e-06 +>>> gaus(1) +0.3989422804014327 +>>> gaus(1) +0.24197072451914337 +>>> pmf=MakeUniformPmf(0, 1, 100) +Traceback (most recent call last): + File "", line 1, in + File "/tmp/py28474dFK", line 775, in MakeUniformPmf + File "/tmp/py28474dFK", line 414, in Normalize +TypeError: unsupported operand type(s) for /: 'float' and 'dictionary-valueiterator' +>>> pmf=MakeUniformPmf(0, 1, 100) +Traceback (most recent call last): + File "", line 1, in + File "/tmp/py28474dFK", line 775, in MakeUniformPmf + File "/tmp/py28474dFK", line 414, in Normalize +TypeError: unsupported operand type(s) for /: 'float' and 'dictionary-valueiterator' +>>> pmf.d[0] +1.0 +>>> pmf.Normalize() +Traceback (most recent call last): + File "", line 1, in + File "/tmp/py28474dFK", line 414, in Normalize +TypeError: unsupported operand type(s) for /: 'float' and 'dictionary-valueiterator' +>>> pmf.Total() + +>>> sum(x for x in pmf.d.itervalues()) + +>>> sum(x for x in pmf.d.itervalues()) +100.0 +>>> pmf=MakeUniformPmf(0, 1, 100) +>>> pmf.d[1] +0.01 +>>> pmf.d[0.1] +0.01 +>>> pmf.d +Traceback (most recent call last): + File "", line 1, in +KeyError: 0.1 +>>> pmf.Items() +{0.0: 0.01, 1.0: 0.01, 0.29292929292929293: 0.01, 0.6262626262626263: 0.01, 0.23232323232323235: 0.01, 0.58585858585858586: 0.01, 0.80808080808080818: 0.01, 0.17171717171717174: 0.01, 0.8787878787878789: 0.01, 0.27272727272727276: 0.01, 0.96969696969696972: 0.01, 0.85858585858585867: 0.01, 0.28282828282828287: 0.01, 0.50505050505050508: 0.01, 0.61616161616161624: 0.01, 0.78787878787878796: 0.01, 0.95959595959595967: 0.01, 0.75757575757575768: 0.01, 0.54545454545454553: 0.01, 0.68686868686868696: 0.01, 0.71717171717171724: 0.01, 0.090909090909090912: 0.01, 0.44444444444444448: 0.01, 0.010101010101010102: 0.01, 0.060606060606060608: 0.01, 0.81818181818181823: 0.01, 0.40404040404040409: 0.01, 0.49494949494949497: 0.01, 0.4646464646464647: 0.01, 0.5757575757575758: 0.01, 0.37373737373737376: 0.01, 0.11111111111111112: 0.01, 0.91919191919191923: 0.01, 0.92929292929292939: 0.01, 0.25252525252525254: 0.01, 0.42424242424242425: 0.01, 0.51515151515151525: 0.01, 0.6767676767676768: 0.01, 0.56565656565656575: 0.01, 0.050505050505050511: 0.01, 0.84848484848484851: 0.01, 0.76767676767676774: 0.01, 0.30303030303030304: 0.01, 0.32323232323232326: 0.01, 0.77777777777777779: 0.01, 0.72727272727272729: 0.01, 0.15151515151515152: 0.01, 0.47474747474747481: 0.01, 0.53535353535353536: 0.01, 0.34343434343434348: 0.01, 0.70707070707070718: 0.01, 0.16161616161616163: 0.01, 0.18181818181818182: 0.01, 0.63636363636363646: 0.01, 0.60606060606060608: 0.01, 0.10101010101010102: 0.01, 0.070707070707070718: 0.01, 0.88888888888888895: 0.01, 0.97979797979797989: 0.01, 0.020202020202020204: 0.01, 0.14141414141414144: 0.01, 0.5252525252525253: 0.01, 0.19191919191919193: 0.01, 0.21212121212121213: 0.01, 0.73737373737373746: 0.01, 0.45454545454545459: 0.01, 0.66666666666666674: 0.01, 0.83838383838383845: 0.01, 0.12121212121212122: 0.01, 0.080808080808080815: 0.01, 0.59595959595959602: 0.01, 0.38383838383838387: 0.01, 0.98989898989898994: 0.01, 0.26262626262626265: 0.01, 0.93939393939393945: 0.01, 0.13131313131313133: 0.01, 0.94949494949494961: 0.01, 0.030303030303030304: 0.01, 0.69696969696969702: 0.01, 0.43434343434343436: 0.01, 0.90909090909090917: 0.01, 0.040404040404040407: 0.01, 0.31313131313131315: 0.01, 0.86868686868686873: 0.01, 0.79797979797979801: 0.01, 0.4141414141414142: 0.01, 0.48484848484848486: 0.01, 0.55555555555555558: 0.01, 0.64646464646464652: 0.01, 0.39393939393939398: 0.01, 0.36363636363636365: 0.01, 0.89898989898989912: 0.01, 0.74747474747474751: 0.01, 0.20202020202020204: 0.01, 0.65656565656565657: 0.01, 0.35353535353535359: 0.01, 0.24242424242424243: 0.01, 0.8282828282828284: 0.01, 0.22222222222222224: 0.01, 0.33333333333333337: 0.01} +>>> pmf.Items() +[(0.0, 0.01), (1.0, 0.01), (0.29292929292929293, 0.01), (0.6262626262626263, 0.01), (0.23232323232323235, 0.01), (0.58585858585858586, 0.01), (0.80808080808080818, 0.01), (0.17171717171717174, 0.01), (0.8787878787878789, 0.01), (0.27272727272727276, 0.01), (0.96969696969696972, 0.01), (0.85858585858585867, 0.01), (0.28282828282828287, 0.01), (0.50505050505050508, 0.01), (0.61616161616161624, 0.01), (0.78787878787878796, 0.01), (0.95959595959595967, 0.01), (0.75757575757575768, 0.01), (0.54545454545454553, 0.01), (0.68686868686868696, 0.01), (0.71717171717171724, 0.01), (0.090909090909090912, 0.01), (0.44444444444444448, 0.01), (0.010101010101010102, 0.01), (0.060606060606060608, 0.01), (0.81818181818181823, 0.01), (0.40404040404040409, 0.01), (0.49494949494949497, 0.01), (0.4646464646464647, 0.01), (0.5757575757575758, 0.01), (0.37373737373737376, 0.01), (0.11111111111111112, 0.01), (0.91919191919191923, 0.01), (0.92929292929292939, 0.01), (0.25252525252525254, 0.01), (0.42424242424242425, 0.01), (0.51515151515151525, 0.01), (0.6767676767676768, 0.01), (0.56565656565656575, 0.01), (0.050505050505050511, 0.01), (0.84848484848484851, 0.01), (0.76767676767676774, 0.01), (0.30303030303030304, 0.01), (0.32323232323232326, 0.01), (0.77777777777777779, 0.01), (0.72727272727272729, 0.01), (0.15151515151515152, 0.01), (0.47474747474747481, 0.01), (0.53535353535353536, 0.01), (0.34343434343434348, 0.01), (0.70707070707070718, 0.01), (0.16161616161616163, 0.01), (0.18181818181818182, 0.01), (0.63636363636363646, 0.01), (0.60606060606060608, 0.01), (0.10101010101010102, 0.01), (0.070707070707070718, 0.01), (0.88888888888888895, 0.01), (0.97979797979797989, 0.01), (0.020202020202020204, 0.01), (0.14141414141414144, 0.01), (0.5252525252525253, 0.01), (0.19191919191919193, 0.01), (0.21212121212121213, 0.01), (0.73737373737373746, 0.01), (0.45454545454545459, 0.01), (0.66666666666666674, 0.01), (0.83838383838383845, 0.01), (0.12121212121212122, 0.01), (0.080808080808080815, 0.01), (0.59595959595959602, 0.01), (0.38383838383838387, 0.01), (0.98989898989898994, 0.01), (0.26262626262626265, 0.01), (0.93939393939393945, 0.01), (0.13131313131313133, 0.01), (0.94949494949494961, 0.01), (0.030303030303030304, 0.01), (0.69696969696969702, 0.01), (0.43434343434343436, 0.01), (0.90909090909090917, 0.01), (0.040404040404040407, 0.01), (0.31313131313131315, 0.01), (0.86868686868686873, 0.01), (0.79797979797979801, 0.01), (0.4141414141414142, 0.01), (0.48484848484848486, 0.01), (0.55555555555555558, 0.01), (0.64646464646464652, 0.01), (0.39393939393939398, 0.01), (0.36363636363636365, 0.01), (0.89898989898989912, 0.01), (0.74747474747474751, 0.01), (0.20202020202020204, 0.01), (0.65656565656565657, 0.01), (0.35353535353535359, 0.01), (0.24242424242424243, 0.01), (0.8282828282828284, 0.01), (0.22222222222222224, 0.01), (0.33333333333333337, 0.01)] +>>> integrant=lambda x : x*(1/1) if abs(1-x) <=1 else 0 +>>> integrant(0) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'integrat' is not defined +>>> integrant(1) +0 +>>> integrant(0.5) +1 +>>> integrant(0.3) +0.5 +>>> integrant(0.3) +0.3 +>>> from scipy.integrate import quad +>>> quad(integrand, 0, 1, x) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'integrand' is not defined +>>> quad(integrand, 0, 1) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'integrand' is not defined +>>> quad(integrant, 0, 1) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'integrand' is not defined +>>> quad(integrant, 0, 1) +(0.5, 5.551115123125783e-15) +>>> EvalPoissonPmf(5, 3) +0.03608940886309672 +>>> EvalPoissonPmf(5, 5) +0.10081881344492448 +>>> EvalPoissonPmf(5, 7) +0.1754673697678507 +>>> EvalPoissonPmf(5, 10) +0.12771666829228961 +>>> EvalPoissonPmf(20, 10) +0.03783327480207071 +>>> EvalPoissonPmf(20, 10) +0.0018660813139987594 +>>> math.log(math.exp(2)) +7.38905609893065 +>>> math.log(math.exp(2)) +2.0 +>>> 1.5%1 +0.5 +>>> 1.5%1 +0.5 +>>> effect_pdf=lambda p: 1 if p>=0 and p<=1 else 0 +>>> effect_pdf(1.5) +1 +>>> effect_pdf(.6) +0 +>>> effect_pdf(.6) +1 +>>> gamma(5) +4.492160846229 +>>> from scipy.stats import beta +>>> beta(5, 6, 3) + +>>> numargs = beta.numargs +>>> numargs +2 +>>> rv=beta(2, 2) + +>>> rv=beta(2, 4) +>>> x = np.linspace(0, np.minimum(rv.dist.b, 3)) +>>> type(np) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'typ' is not defined +>>> type(np) + +>>> rv.dist.b + +>>> rv.dist.b +1.0 +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> rv=beta(4, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> rv=beta(2, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> rv=beta(4, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> rv=beta(2, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> beta(4, 2)(0.5) +Traceback (most recent call last): + File "", line 1, in +TypeError: 'rv_frozen' object has no attribute '__getitem__' +>>> beta(4, 2).pdf(0.5) +Traceback (most recent call last): + File "", line 1, in +TypeError: 'rv_frozen' object is not callable +>>> beta(4, 2).pdf(0.6) +1.25 +>>> beta(4, 2).pdf(0.02) +1.7279999999999998 +>>> beta(2, 2).pdf(0.02) +0.00015680000000000002 +>>> beta(2, 2).pdf(0.5) +0.1176 +>>> beta(2, 2).pdf(0.6) +1.5 +>>> beta(2, 2).pdf(0.7) +1.4399999999999999 +>>> beta(2, 2).pdf(0.3) +1.2600000000000002 +>>> beta(2, 2).pdf(0.3) +1.26 +>>> f =beta(2, 2).pdf +>>> type(f) + +>>> f(0.5) +1.5 +>>> f=lambda x: beta(2, 2).pdf(x) +>>> type(f) + +>>> f(0.7) +1.5 +>>> f(0.1) +1.2600000000000002 +>>> f(0.5) +0.54000000000000015 +>>> f(0.5) +1.5 +>>> max(f(x) for x in linspace(0, 1, 1000)) +1.4998469543924089 +>>> max(f(x) for x in linspace(0, 1, 1000000)) +1.4999984969954943 +>>> max(f(x) for x in linspace(0, 1, 100000)) + + C-c C-z C-c C-cTraceback (most recent call last): + File "", line 1, in + File "", line 1, in + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 447, in pdf + return self.dist.pdf(x, *self.args, **self.kwds) + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 1295, in pdf + goodargs = argsreduce(cond, *((x,)+args+(scale,))) + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 635, in argsreduce + expand_arr = (cond==cond) +KeyboardInterrupt +>>> max(f(x) for x in linspace(0, 1, 1000)) + C-c C-cTraceback (most recent call last): + File "", line 1, in + File "", line 1, in + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 447, in pdf + return self.dist.pdf(x, *self.args, **self.kwds) + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 1295, in pdf + goodargs = argsreduce(cond, *((x,)+args+(scale,))) + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 636, in argsreduce + return [extract(cond, arr1 * expand_arr) for arr1 in newargs] +KeyboardInterrupt +>>> min(f(x) for x in linspace(0, 1, 1000)) +1.4999984969954943 +>>> min(f(x) for x in linspace(0, 1, 1000)) +0.0 +>>> rv=beta(2, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> def integrand(x): +... return f(x)*x +... +>>> integrant(0.7) +0.5 +>>> integrant(0.7) +0.7 +>>> f(0.7)*(0.7) +1.2600000000000002 +>>> f(0.7)*(0.7) +0.88200000000000012 +>>> integrand = lambda x: beta(2, 2).pdf(x)*x +... integrand = lambda x: beta(2, 2).pdf(x)*x +>>> integrant(0.7) +0.7 +>>> integrand = lambda x: beta(2, 2).pdf(x)*x +>>> integrant(0.7) +0.7 +>>> beta(2, 2).pdf(0.7)*0.7 +1.2600000000000002 +>>> f=lambda x: beta(2, 2).pdf(0.7)*0.7 +0.88200000000000012 +>>> f=lambda x: beta(2, 2).pdf(x)*x +>>> f(0.6) +0.88200000000000012 +>>> quad(f, 0, 1) +(0.8820000000000001, 9.792167077193883e-15) +>>> f(0.6) +0.88200000000000012 +>>> f=lambda x, a, b: beta(a, b).pdf(x)*x +>>> f(0.5) +0.86399999999999999 +>>> f(0.7) +0.88200000000000012 +>>> f(0.5) +0.75 +>>> quad(f, 0, 1) +(0.5, 5.551115123125783e-15) +>>> f=lambda x, a, b: beta(a, b).pdf(x)*x +>>> f(2, 2, 0.6) +0.0 +>>> f(0.6, 2, 2) +0.0 +>>> f(0.5, 2, 2) +0.86399999999999999 +>>> f(0.5, 2, 2) +0.75 +>>> def f(x): +... alpha=2 +... beta=2 +... return beta(alpha, beta).pdf(x)*x +... +>>> f(0.6) + at 0x3dd86e0> +>>> def f(x): +... alpha=2 +... beta=2 +... return beta(alpha, beta).pdf(x)*x +... +>>> beta(2, 2).pdf(0.6) + +>>> f=lambda x : beta(2, 2).pdf(x) +1.4399999999999999 +>>> f=lambda x : beta(a, b).pdf(x) +>>> f(0.6) +1.4399999999999999 +>>> f=lambda x, a, b : beta(a, b).pdf(x) +>>> f(0.5) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +NameError: global name 'a' is not defined +>>> f=lambda x, a, b : beta(a, b).pdf(x) +>>> f(0.6, 2, 2) +1.4399999999999999 +>>> g = lambda x : f(x, 2, 2) +>>> g(0.6) +1.4399999999999999 +>>> H=BayesNet() +1.5 +>>> H=BayesNet() +1.44 +>>> H=BayesNet() +1.26 +>>> H=BayesNet() +1.26 +>>> H=BayesNet() +1.26 +>>> H=BayesNet() +1.44 +>>> H=BayesNet() +1.5 +>>> G.dep_vars +[0] +>>> G.dep_vars +[1, 2] +>>> G.nodes() +[0, 1, 2] +>>> g(0.6) +Traceback (most recent call last): + File "", line 1, in +TypeError: () takes exactly 3 arguments (1 given) +>>> g(0.6) +1.4399999999999999 +>>> pr= lambda x : 0.6*0.6*0.5*(1.0-x)*g(x) +>>> 0.6*0.6*0.5*quad(lambda x: (1.0-x)*g(x), 0, 1) +(0.09, 9.992007221626409e-16) +>>> 0.6*0.6*0.5*quad(lambda x: (1.0-x)*g(x), 0, 1) +Traceback (most recent call last): + File "", line 1, in +TypeError: can't multiply sequence by non-int of type 'float' +>>> 0.6*0.6*0.5*quad(lambda x: (1.0-x)*g(x), 0, 1)[0] +(0.5, 5.551115123125783e-15) +>>> 0.6*0.6*0.5*quad(lambda x, y: (1.0-x)*g(x)*(1.0-y)*g(y), 0, 1)[0] +0.09 +>>> 0.6*0.6*0.5*quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1, 0, 1)[0] +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +TypeError: () takes exactly 2 arguments (1 given) +>>> 0.6*0.6*0.5*quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 0, 1, 1)[0] +0.0 +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 0, 1, 1)[0] +0.0 +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 0, 1, 1) +0.0 +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1) +(0.0, 0.0, {'rlist': array([ 0.00000000e+000, 3.41409005e-316, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 4.74303020e-322, 7.90505033e-323]), 'last': 1, 'elist': array([ 0.00000000e+000, 3.25981904e-316, 9.30819677e-321, + 2.97079545e-313, 0.00000000e+000, 0.00000000e+000, + 4.24400727e-314, 0.00000000e+000, 0.00000000e+000, + 1.06099946e-313, 0.00000000e+000, 0.00000000e+000, + 4.24400815e-314, 0.00000000e+000, 0.00000000e+000, + 1.26480805e-321, 0.00000000e+000, 0.00000000e+000, + 2.92835433e-312, 3.07441795e-316, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 3.45845952e-323, 2.10077583e-312]), 'iord': array([ 1, 32634, 68611280, 0, 63285808, 0, + 6, 0, 809, 9, 1, 0, + 12, 13, 808, 15, 16, 0, + 18, 19, 811, 21, 22, 0, + 24, 25, 811, 27, 28, 0, + 30, 31, 51739168, 33, 34, 0, + 36, 37, 0, 39, 40, 41, + 42, 733389503, 44, 45, 8696288, 0, + 208, 0], dtype=int32), 'alist': array([ 0.00000000e+000, 3.16768964e-316, 0.00000000e+000, + 1.30294992e-319, 0.00000000e+000, 8.87835966e-321, + 2.12201148e-314, 0.00000000e+000, 0.00000000e+000, + 8.60069476e-320, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 8.48798317e-314, 8.48798317e-314]), 'blist': array([ 0.00000000e+000, 3.16918843e-316, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 8.48798317e-314, 8.48798317e-314]), 'neval': 21}) +>>> quad(quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1), 0, 1) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +TypeError: () takes exactly 2 arguments (1 given) +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1, args(x, y)) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +TypeError: () takes exactly 2 arguments (1 given) +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'args' is not defined +>>> f=lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> f=lambda x y: ((1.0-x)*g(x)*(1.0-y)*g(y)) +>>> f(0.6, 0.6) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 2 arguments (3 given) +>>> f=lambda (x,y): ((1.0-x)*g(x)*(1.0-y)*g(y)) + File "", line 1 + f=lambda x y: ((1.0-x)*g(x)*(1.0-y)*g(y)) + ^ +SyntaxError: invalid syntax +>>> f=lambda (x, y): ((1.0-x)*g(x)*(1.0-y)*g(y)) +>>> f((0.6, 0.6)) +Traceback (most recent call last): + File "", line 1, in +TypeError: () takes exactly 1 argument (2 given) +>>> f((0.6, 0.6)) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> h=lambda (x, y): ((1.0-x)*g(x)*(1.0-y)*g(y)) +>>> g(0.6)*g(0.7) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> g(0.6) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> g = lambda x : f(x, 2, 2) +>>> g(0.6) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> f(0.6, 2, 2) +Traceback (most recent call last): + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> f=lambda x, a, b : beta(a, b).pdf(x) +>>> g = lambda x : f(x, 2, 2) +>>> g(0.6) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> f=lambda x, a, b : beta(a, b).pdf(x) +>>> g = lambda x : f(x, 2, 2) +>>> g(0.6) +1.4399999999999999 +>>> h=lambda (x, y): ((1.0-x)*g(x)*(1.0-y)*g(y)) +>>> h((0.6, 0.2)) +0.33177599999999996 +>>> h((0.6, 0.2)) +0.44236800000000009 +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> quad(lambda y: y*g(y), 0, 1) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> quad(lambda x, y: x*g(y), 0, 1) +(0.5, 5.551115123125783e-15) +>>> quad(lambda x, y: x*g(y), 0, 1) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +TypeError: () takes exactly 2 arguments (1 given) +>>> quad(lambda x, y: x*g(y), 0, 1, args=(x, y)) + at 0x433b7d0> +>>> quad(lambda x, y: x*g(y), 0, 1, args=(y, x)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x*g(y), 0, 1, args=(y, x)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x*g(y), 0, 1, args=(y, x)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'tplquad' is not defined +>>> from scipy.integrate import tplquad +Traceback (most recent call last): + File "", line 1, in +ImportError: cannot import name tplquad +>>> from scipy.integrate import tplquad +>>> tplquad(lambda x, y: x*g(y), 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x*g(y), 0, 1, 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x*g(y), 0, 1, 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> 6 +>>> tplquad(g(y)*x**2, 0,1,0, 1 args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(g(y)*x**2, 0,1,0, 1, args=(x, y)) + File "", line 1 + tplquad(g(y)*x**2, 0,1,0, 1 args=(x, y)) + ^ +SyntaxError: invalid syntax +>>> tplquad(x**2+y**2, 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x**2+y**2, 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: d(x, y), 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> d=labda x, y: x**2+y**2 + File "", line 1 + labda x, y: x**2+y**2 + ^ +SyntaxError: invalid syntax +>>> d=lambda x, y: x**2+y**2 + File "", line 1 + d=labda x, y: x**2+y**2 + ^ +SyntaxError: invalid syntax +>>> d=lambda x, y: x**2+y**2 +>>> tplquad(d(x, y), 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(d(x, y), 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> d(2, 3) +13 +>>> 2**2 + 3**2 +13 +>>> def integrand(t,n,x): +... return exp(-x*t) / t**n +... +>>> scipy.integrate.quad(integrand, 1, Inf, args=(n, x))[0] +Traceback (most recent call last): + File "", line 1, in +NameError: name 'n' is not defined +>>> import scipy.integrate +>>> integrate.quad(integrand, 1, Inf, args=(n, x))[0] +Traceback (most recent call last): + File "", line 1, in +NameError: name 'n' is not defined +>>> from scipy import integrate +>>> integrate.quad(integrand, 1, Inf, args=(n, x))[0] +Traceback (most recent call last): + File "", line 1, in +NameError: name 'n' is not defined +>>> scipy.integrate.quad_explain +Traceback (most recent call last): + File "", line 1, in +NameError: name 'quad_explain' is not defined +>>> scipy.integrate.quad_explain() + +>>> scipy.integrate.quad_explain() + +Extra information for quad() inputs and outputs: + + If full_output is non-zero, then the third output argument (infodict) + is a dictionary with entries as tabulated below. For infinite limits, the + range is transformed to (0,1) and the optional outputs are given with + respect to this transformed range. Let M be the input argument limit and + let K be infodict['last']. The entries are: + + 'neval' : The number of function evaluations. + 'last' : The number, K, of subintervals produced in the subdivision process. + 'alist' : A rank-1 array of length M, the first K elements of which are the + left end points of the subintervals in the partition of the + integration range. + 'blist' : A rank-1 array of length M, the first K elements of which are the + right end points of the subintervals. + 'rlist' : A rank-1 array of length M, the first K elements of which are the + integral approximations on the subintervals. + 'elist' : A rank-1 array of length M, the first K elements of which are the + moduli of the absolute error estimates on the subintervals. + 'iord' : A rank-1 integer array of length M, the first L elements of + which are pointers to the error estimates over the subintervals + with L=K if K<=M/2+2 or L=M+1-K otherwise. Let I be the sequence + infodict['iord'] and let E be the sequence infodict['elist']. + Then E[I[1]], ..., E[I[L]] forms a decreasing sequence. + + If the input argument points is provided (i.e. it is not None), the + following additional outputs are placed in the output dictionary. Assume the + points sequence is of length P. + + 'pts' : A rank-1 array of length P+2 containing the integration limits + and the break points of the intervals in ascending order. + This is an array giving the subintervals over which integration + will occur. + 'level' : A rank-1 integer array of length M (=limit), containing the + subdivision levels of the subintervals, i.e., if (aa,bb) is a + subinterval of (pts[1], pts[2]) where pts[0] and pts[2] are + adjacent elements of infodict['pts'], then (aa,bb) has level l if + |bb-aa|=|pts[2]-pts[1]| * 2**(-l). + 'ndin' : A rank-1 integer array of length P+2. After the first integration + over the intervals (pts[1], pts[2]), the error estimates over some + of the intervals may have been increased artificially in order to + put their subdivision forward. This array has ones in slots + corresponding to the subintervals for which this happens. + +Weighting the integrand: + + The input variables, weight and wvar, are used to weight the integrand by + a select list of functions. Different integration methods are used + to compute the integral with these weighting functions. The possible values + of weight and the corresponding weighting functions are. + + 'cos' : cos(w*x) : wvar = w + 'sin' : sin(w*x) : wvar = w + 'alg' : g(x) = ((x-a)**alpha)*((b-x)**beta) : wvar = (alpha, beta) + 'alg-loga': g(x)*log(x-a) : wvar = (alpha, beta) + 'alg-logb': g(x)*log(b-x) : wvar = (alpha, beta) + 'alg-log' : g(x)*log(x-a)*log(b-x) : wvar = (alpha, beta) + 'cauchy' : 1/(x-c) : wvar = c + + wvar holds the parameter w, (alpha, beta), or c depending on the weight + selected. In these expressions, a and b are the integration limits. + + For the 'cos' and 'sin' weighting, additional inputs and outputs are + available. + + For finite integration limits, the integration is performed using a + Clenshaw-Curtis method which uses Chebyshev moments. For repeated + calculations, these moments are saved in the output dictionary: + + 'momcom' : The maximum level of Chebyshev moments that have been computed, + i.e., if M_c is infodict['momcom'] then the moments have been + computed for intervals of length |b-a|* 2**(-l), l=0,1,...,M_c. + 'nnlog' : A rank-1 integer array of length M(=limit), containing the + subdivision levels of the subintervals, i.e., an element of this + array is equal to l if the corresponding subinterval is + |b-a|* 2**(-l). + 'chebmo' : A rank-2 array of shape (25, maxp1) containing the computed + Chebyshev moments. These can be passed on to an integration + over the same interval by passing this array as the second + element of the sequence wopts and passing infodict['momcom'] as + the first element. + + If one of the integration limits is infinite, then a Fourier integral is + computed (assuming w neq 0). If full_output is 1 and a numerical error + is encountered, besides the error message attached to the output tuple, + a dictionary is also appended to the output tuple which translates the + error codes in the array info['ierlst'] to English messages. The output + information dictionary contains the following entries instead of 'last', + 'alist', 'blist', 'rlist', and 'elist': + + 'lst' : The number of subintervals needed for the integration (call it K_f). + 'rslst' : A rank-1 array of length M_f=limlst, whose first K_f elements + contain the integral contribution over the interval (a+(k-1)c, + a+kc) where c = (2*floor(|w|) + 1) * pi / |w| and k=1,2,...,K_f. + 'erlst' : A rank-1 array of length M_f containing the error estimate + corresponding to the interval in the same position in + infodict['rslist']. + 'ierlst' : A rank-1 integer array of length M_f containing an error flag + corresponding to the interval in the same position in + infodict['rslist']. See the explanation dictionary (last entry + in the output tuple) for the meaning of the codes. +>>> quad(x**2, -inf, inf) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'quand' is not defined +>>> quad(lambda x: x**2, -inf, inf) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 314, in _quad + return _quadpack._qagie(func,bound,infbounds,args,full_output,epsabs,epsrel,limit) +quadpack.error: quad: first argument is not callable +>>> quad(lambda x: 1/x, -inf, inf) +/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py:288: UserWarning: The integral is probably divergent, or slowly convergent. + warnings.warn(msg) +(-0.6631277205452187, 0.0028429183615096276) +>>> quad(lambda x: 1/x**2, -inf, inf) +(0.0, 0.0) +>>> quad(lambda x: log(x), -inf, inf) +(-1.999999997915367, 6.233105143138573e-09) +>>> quad(log, -inf, inf) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 314, in _quad + return _quadpack._qagie(func,bound,infbounds,args,full_output,epsabs,epsrel,limit) + File "", line 1, in +ValueError: math domain error +>>> quad(lambda x: 3-x, -inf, inf) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 314, in _quad + return _quadpack._qagie(func,bound,infbounds,args,full_output,epsabs,epsrel,limit) +ValueError: math domain error +>>> quad(lambda x: 3*(x-x**2), -inf, inf) +(-6.0, 6.661338147750939e-15) +>>> quad(lambda x: 3-1/float(x), -inf, inf) +(1.999682186528256, 0.0009627967613594635) +>>> quad(lambda x: 3-1/float(x), -inf, inf) +(-6.0, 6.661338147750939e-15) +>>> quad(beta(x, 2,2), 0, 1) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +quadpack.error: quad: first argument is not callable +>>> g(0.6) +1.4399999999999999 +>>> beta(2, 2) + +>>> beta(2, 2).pdf(x) + +>>> beta(2, 2).pdf(0.6) +array([ 0. , 0.11995002, 0.23490212, 0.34485631, 0.44981258, + 0.54977093, 0.64473136, 0.73469388, 0.81965848, 0.89962516, + 0.97459392, 1.04456476, 1.10953769, 1.1695127 , 1.2244898 , + 1.27446897, 1.31945023, 1.35943357, 1.39441899, 1.4244065 , + 1.44939608, 1.46938776, 1.48438151, 1.49437734, 1.49937526, + 1.49937526, 1.49437734, 1.48438151, 1.46938776, 1.44939608, + 1.4244065 , 1.39441899, 1.35943357, 1.31945023, 1.27446897, + 1.2244898 , 1.1695127 , 1.10953769, 1.04456476, 0.97459392, + 0.89962516, 0.81965848, 0.73469388, 0.64473136, 0.54977093, + 0.44981258, 0.34485631, 0.23490212, 0.11995002, 0. ]) +>>> beta(2, 2).pdf(0.6) +1.4399999999999999 +>>> g = lambda x : f(x, 2, 2) +>>> g(0.6) +1.4399999999999999 +>>> beta(2, 2).pdf(0.6) +1.4399999999999999 +>>> quad(g*x, 0, 1) +(1.0, 1.1102230246251565e-14) +>>> quad(h, 0, 1) +Traceback (most recent call last): + File "", line 1, in +TypeError: unsupported operand type(s) for *: 'function' and 'float' +>>> h=lambda x: g(x)*x +>>> quad(h, 0, 1) +(0.5, 5.551115123125783e-15) +>>> sum(g(x)*x for x in linspace(0, 1, 1000)) +49.494949494949481 +>>> sum(g(x)*x/1000 for x in linspace(0, 1, 1000)) +499.49949949949917 +>>> sum(g(x)*x/10000 for x in linspace(0, 1, 10000)) +0.49949949949949962 +>>> sum(g(x)*x/10000 for x in linspace(0, 1, 10000)) +0.49994999499950143 +>>> plt.plot(xs, [g(x) for x in xs]) +[] +>>> plt.show() +>>> plt.plot(xs, [g(x) for x in xs]) +[] +>>> plot(xs, [g(x) for x in xs]) +[] +>>> plt.show() +>>> plot(xs, [g(x) for x in xs]) +[] +>>> show() +>>> sum(g(x)/len(xs) for x in xs) +4.8199445983379521 +>>> sum(g(x) for x in xs) +0.24099722991689759 +>>> xs +[-2.0, -1.7894736842105263, -1.5789473684210527, -1.368421052631579, -1.1578947368421053, -0.94736842105263164, -0.73684210526315796, -0.52631578947368429, -0.31578947368421062, -0.10526315789473695, 0.10526315789473673, 0.31578947368421062, 0.52631578947368407, 0.73684210526315752, 0.94736842105263142, 1.1578947368421053, 1.3684210526315788, 1.5789473684210522, 1.7894736842105261, 2.0] +>>> xs=linspace(0, 1, 100) +>>> plot(xs, [g(x) for x in xs]) +[] +>>> show() +>>> sum(g(x)*x for x in xs) +98.989898989898947 +>>> quad(g, 0, 1) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +quadpack.error: quad: first argument is not callable +>>> quad(g*x, 0, 1) +(1.0, 1.1102230246251565e-14) +>>> sum(g(x)*x/float(len(x)) for x in xs) +49.494949494949481 +>>> quad(h, 0, 1) +Traceback (most recent call last): + File "", line 1, in +TypeError: unsupported operand type(s) for *: 'function' and 'float' +>>> h=lambda x: g(x)*(1-x) +>>> quad(h, 0, 1) +(0.5, 5.551115123125783e-15) +>>> sum(g(x)*x/float(len(xs)) for x in xs) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/numpy/core/fromnumeric.py", line 1500, in sum + res = _sum_(a) + File "", line 1, in +TypeError: object of type 'numpy.float64' has no len() +>>> sum(g(x)*x/float(len(xs)) for x in xs) +0.49494949494949486 +>>> h=lambda x: g(x)*(1-x) +>>> quad(h, 0, 1) +(0.5, 5.551115123125783e-15) +>>> plot(xs, [beta(4,2).pdf(x) for x in xs]) +Traceback (most recent call last): + File "", line 1, in + File "/usr/local/lib/python2.7/dist-packages/matplotlib/pyplot.py", line 2846, in plot + ret = ax.plot(*args, **kwargs) + File "/usr/local/lib/python2.7/dist-packages/matplotlib/axes.py", line 3950, in plot + self.add_line(line) + File "/usr/local/lib/python2.7/dist-packages/matplotlib/axes.py", line 1502, in add_line + self._update_line_limits(line) + File "/usr/local/lib/python2.7/dist-packages/matplotlib/axes.py", line 1513, in _update_line_limits + path = line.get_path() + File "/usr/local/lib/python2.7/dist-packages/matplotlib/lines.py", line 717, in get_path + self.recache() + File "/usr/local/lib/python2.7/dist-packages/matplotlib/lines.py", line 429, in recache + y = np.asarray(yconv, np.float_) + File "/usr/lib/python2.7/dist-packages/numpy/core/numeric.py", line 320, in asarray + return array(a, dtype, copy=False, order=order) +TypeError: float() argument must be a string or a number +>>> beta(2, 2).pdf(0.5) +1.5 +>>> sum([beta(4,2).pdf(x)*x/float(len(xs)) for x in xs]) +[] +>>> show() +>>> tot=outer([(1-x)*beta(4,2).pdf(x)/float(len(xs)) for x in xs], tot) +0.98983165670238404 +>>> quad(h, 0, 1) +(1.0, 1.1102230246251565e-14) +>>> h=lambda x: beta(4,2).pdf(x)*x +>>> h(0.5) +0.625 +>>> quad(h, 0, 1) +(0.6666666666666665, 7.401486830834376e-15) +>>> sum([beta(4,2).pdf(x)*x/float(len(xs)) for x in xs]) +0.65983166013775141 +>>> [x for x in range(1, 10) if x%2==0] +[1, 0, 1, 0, 1, 0, 1, 0, 1] +>>> less_ten_even={x for x in range(1, 10) if x%2==0} +[2, 4, 6, 8] +>>> less_ten_even={x for x in range(1, 10) if x%2==0} +>>> less_ten_even=={2, 4, 6, 8} +set([8, 2, 4, 6]) +>>> less_ten_even=={2, 4, 6, 8} +True +>>> {4, 2, 8, 6}=={2, 4, 6, 8} +True +>>> from numpy.linalg import * +Traceback (most recent call last): + File "", line 1, in +ImportError: cannot import name outer +>>> from numpy.linalg import * +>>> outer([5, 6, 7], [3, 2, 1]) +array([[15, 10, 5], + [18, 12, 6], + [21, 14, 7]]) +>>> sum(outer([5, 6, 7], [3, 2, 1])) +108 +>>> 15+10+5+18+12+6+21+14+7 +108 +>>> out=array([1]) +>>> out outer=[5, 6, 7], [3, 2, 1] + File "", line 1 + out outer=[5, 6, 7], [3, 2, 1] + ^ +SyntaxError: invalid syntax +>>> out=outer(out, outer([5, 6, 7], [3, 2, 1])) +>>> out +array([[0, 0, 0, 0, 0, 0, 0, 0, 0]]) +>>> out=array([1]) +>>> out=outer(out, out) +>>> out +array([[15, 10, 5, 18, 12, 6, 21, 14, 7]]) +>>> out=outer(out, out) +>>> out +array([[225, 150, 75, 270, 180, 90, 315, 210, 105], + [150, 100, 50, 180, 120, 60, 210, 140, 70], + [ 75, 50, 25, 90, 60, 30, 105, 70, 35], + [270, 180, 90, 324, 216, 108, 378, 252, 126], + [180, 120, 60, 216, 144, 72, 252, 168, 84], + [ 90, 60, 30, 108, 72, 36, 126, 84, 42], + [315, 210, 105, 378, 252, 126, 441, 294, 147], + [210, 140, 70, 252, 168, 84, 294, 196, 98], + [105, 70, 35, 126, 84, 42, 147, 98, 49]]) +>>> sum(out) +11664 +>>> tot=outer([(1-x)*beta(4,2).pdf(x)/float(len(xs)) for x in xs], tot) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'tot' is not defined +>>> tot=array([1]) +Traceback (most recent call last): + File "", line 1, in +TypeError: 'builtin_function_or_method' object has no attribute '__getitem__' +>>> tot=array([1]) +>>> tot=outer([(1-x)*beta(4,2).pdf(x)/float(len(xs)) for x in xs], tot) +>>> tot +array([[ 0.00000000e+00], + [ 2.01978980e-07], + [ 1.58302392e-06], + [ 5.23311469e-06], + [ 1.21473406e-05], + [ 2.32284239e-05], + [ 3.92892439e-05], + [ 6.10553602e-05], + [ 8.91675365e-05], + [ 1.24184265e-04], + [ 1.66584288e-04], + [ 2.16769124e-04], + [ 2.75065591e-04], + [ 3.41728328e-04], + [ 4.16942322e-04], + [ 5.00825429e-04], + [ 5.93430899e-04], + [ 6.94749898e-04], + [ 8.04714035e-04], + [ 9.23197882e-04], + [ 1.05002150e-03], + [ 1.18495297e-03], + [ 1.32771088e-03], + [ 1.47796693e-03], + [ 1.63534834e-03], + [ 1.79944049e-03], + [ 1.96978936e-03], + [ 2.14590409e-03], + [ 2.32725951e-03], + [ 2.51329864e-03], + [ 2.70343523e-03], + [ 2.89705626e-03], + [ 3.09352452e-03], + [ 3.29218107e-03], + [ 3.49234779e-03], + [ 3.69332991e-03], + [ 3.89441854e-03], + [ 4.09489315e-03], + [ 4.29402415e-03], + [ 4.49107538e-03], + [ 4.68530664e-03], + [ 4.87597623e-03], + [ 5.06234344e-03], + [ 5.24367110e-03], + [ 5.41922810e-03], + [ 5.58829191e-03], + [ 5.75015110e-03], + [ 5.90410787e-03], + [ 6.04948058e-03], + [ 6.18560625e-03], + [ 6.31184312e-03], + [ 6.42757312e-03], + [ 6.53220445e-03], + [ 6.62517409e-03], + [ 6.70595029e-03], + [ 6.77403512e-03], + [ 6.82896701e-03], + [ 6.87032324e-03], + [ 6.89772247e-03], + [ 6.91082730e-03], + [ 6.90934674e-03], + [ 6.89303877e-03], + [ 6.86171284e-03], + [ 6.81523244e-03], + [ 6.75351756e-03], + [ 6.67654725e-03], + [ 6.58436214e-03], + [ 6.47706697e-03], + [ 6.35483309e-03], + [ 6.21790102e-03], + [ 6.06658293e-03], + [ 5.90126519e-03], + [ 5.72241091e-03], + [ 5.53056243e-03], + [ 5.32634385e-03], + [ 5.11046356e-03], + [ 4.88371680e-03], + [ 4.64698809e-03], + [ 4.40125387e-03], + [ 4.14758493e-03], + [ 3.88714898e-03], + [ 3.62121316e-03], + [ 3.35114657e-03], + [ 3.07842279e-03], + [ 2.80462240e-03], + [ 2.53143553e-03], + [ 2.26066433e-03], + [ 1.99422553e-03], + [ 1.73415299e-03], + [ 1.48260016e-03], + [ 1.24184265e-03], + [ 1.01428073e-03], + [ 8.02441876e-04], + [ 6.08983280e-04], + [ 4.36694369e-04], + [ 2.88499338e-04], + [ 1.67459670e-04], + [ 7.67766603e-05], + [ 1.97939400e-05], + [ 0.00000000e+00]]) +>>> tot=outer(tot, tot) +>>> tot +array([[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ..., + 0.00000000e+00, 0.00000000e+00, 0.00000000e+00], + [ 0.00000000e+00, 4.07955082e-14, 3.19737557e-13, ..., + 1.55072715e-11, 3.99795981e-12, 0.00000000e+00], + [ 0.00000000e+00, 3.19737557e-13, 2.50596474e-12, ..., + 1.21539290e-10, 3.13342806e-11, 0.00000000e+00], + ..., + [ 0.00000000e+00, 1.55072715e-11, 1.21539290e-10, ..., + 5.89465557e-09, 1.51971261e-09, 0.00000000e+00], + [ 0.00000000e+00, 3.99795981e-12, 3.13342806e-11, ..., + 1.51971261e-09, 3.91800061e-10, 0.00000000e+00], + [ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ..., + 0.00000000e+00, 0.00000000e+00, 0.00000000e+00]]) +>>> sum(tot) +0.10889999773265797 +>>> sum(outer(tot, 0.5)) +array([[ 0.], + [ 0.], + [ 0.], + ..., + [ 0.], + [ 0.], + [ 0.]]) +>>> sum(outer(tot, 0.5)) +0.054449998866328987 +>>> (1-tot)[0] +array([[ 1. , 1. , 1. , ..., 1. , + 1. , 1. ], + [ 1. , 1. , 1. , ..., 1. , + 1. , 1. ], + [ 1. , 1. , 1. , ..., 1. , + 1. , 1. ], + ..., + [ 1. , 1. , 1. , ..., 0.99999999, + 1. , 1. ], + [ 1. , 1. , 1. , ..., 1. , + 1. , 1. ], + [ 1. , 1. , 1. , ..., 1. , + 1. , 1. ]]) +>>> (1-tot)[1][0] +array([ 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1.]) +>>> sum((1-tot)) +9999.8911000022836 +>>> (1-tot)[0][0] +1.0 +>>> 0.9*0.9 +0.81 +>>> (1-tot)[2][0] +1.0 +>>> (1-tot)[2][4] +1.0 +>>> (1-tot)[2][40] +0.99999999998077049 +>>> (1-tot)[2][400] +0.9999999925830475 +>>> (1-tot)[2][-1] +Traceback (most recent call last): + File "", line 1, in +IndexError: index 400 is out of bounds for axis 0 with size 100 +>>> (1-tot)[2][60] +1.0 +>>> (1-tot)[7][60] +0.99999998906233878 +>>> (1-tot)[70][60] +0.99999957814734641 +>>> (1-tot)[-1][60] +0.99995808387504048 +>>> (1-tot)[-1][-1] +1.0 +>>> (1-tot)[-1] +1.0 +>>> (1-tot)[-1] +array([ 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1.]) +>>> xs +array([ 0. , 0.01010101, 0.02020202, 0.03030303, 0.04040404, + 0.05050505, 0.06060606, 0.07070707, 0.08080808, 0.09090909, + 0.1010101 , 0.11111111, 0.12121212, 0.13131313, 0.14141414, + 0.15151515, 0.16161616, 0.17171717, 0.18181818, 0.19191919, + 0.2020202 , 0.21212121, 0.22222222, 0.23232323, 0.24242424, + 0.25252525, 0.26262626, 0.27272727, 0.28282828, 0.29292929, + 0.3030303 , 0.31313131, 0.32323232, 0.33333333, 0.34343434, + 0.35353535, 0.36363636, 0.37373737, 0.38383838, 0.39393939, + 0.4040404 , 0.41414141, 0.42424242, 0.43434343, 0.44444444, + 0.45454545, 0.46464646, 0.47474747, 0.48484848, 0.49494949, + 0.50505051, 0.51515152, 0.52525253, 0.53535354, 0.54545455, + 0.55555556, 0.56565657, 0.57575758, 0.58585859, 0.5959596 , + 0.60606061, 0.61616162, 0.62626263, 0.63636364, 0.64646465, + 0.65656566, 0.66666667, 0.67676768, 0.68686869, 0.6969697 , + 0.70707071, 0.71717172, 0.72727273, 0.73737374, 0.74747475, + 0.75757576, 0.76767677, 0.77777778, 0.78787879, 0.7979798 , + 0.80808081, 0.81818182, 0.82828283, 0.83838384, 0.84848485, + 0.85858586, 0.86868687, 0.87878788, 0.88888889, 0.8989899 , + 0.90909091, 0.91919192, 0.92929293, 0.93939394, 0.94949495, + 0.95959596, 0.96969697, 0.97979798, 0.98989899, 1. ]) +>>> outer(1-xs, 1-xs) +array([ 1. , 0.98989899, 0.97979798, 0.96969697, 0.95959596, + 0.94949495, 0.93939394, 0.92929293, 0.91919192, 0.90909091, + 0.8989899 , 0.88888889, 0.87878788, 0.86868687, 0.85858586, + 0.84848485, 0.83838384, 0.82828283, 0.81818182, 0.80808081, + 0.7979798 , 0.78787879, 0.77777778, 0.76767677, 0.75757576, + 0.74747475, 0.73737374, 0.72727273, 0.71717172, 0.70707071, + 0.6969697 , 0.68686869, 0.67676768, 0.66666667, 0.65656566, + 0.64646465, 0.63636364, 0.62626263, 0.61616162, 0.60606061, + 0.5959596 , 0.58585859, 0.57575758, 0.56565657, 0.55555556, + 0.54545455, 0.53535354, 0.52525253, 0.51515152, 0.50505051, + 0.49494949, 0.48484848, 0.47474747, 0.46464646, 0.45454545, + 0.44444444, 0.43434343, 0.42424242, 0.41414141, 0.4040404 , + 0.39393939, 0.38383838, 0.37373737, 0.36363636, 0.35353535, + 0.34343434, 0.33333333, 0.32323232, 0.31313131, 0.3030303 , + 0.29292929, 0.28282828, 0.27272727, 0.26262626, 0.25252525, + 0.24242424, 0.23232323, 0.22222222, 0.21212121, 0.2020202 , + 0.19191919, 0.18181818, 0.17171717, 0.16161616, 0.15151515, + 0.14141414, 0.13131313, 0.12121212, 0.11111111, 0.1010101 , + 0.09090909, 0.08080808, 0.07070707, 0.06060606, 0.05050505, + 0.04040404, 0.03030303, 0.02020202, 0.01010101, 0. ]) +>>> max(outer(1-xs, 1-xs)) +array([[ 1.00000000e+00, 9.89898990e-01, 9.79797980e-01, ..., + 2.02020202e-02, 1.01010101e-02, 0.00000000e+00], + [ 9.89898990e-01, 9.79900010e-01, 9.69901031e-01, ..., + 1.99979594e-02, 9.99897970e-03, 0.00000000e+00], + [ 9.79797980e-01, 9.69901031e-01, 9.60004081e-01, ..., + 1.97938986e-02, 9.89694929e-03, 0.00000000e+00], + ..., + [ 2.02020202e-02, 1.99979594e-02, 1.97938986e-02, ..., + 4.08121620e-04, 2.04060810e-04, 0.00000000e+00], + [ 1.01010101e-02, 9.99897970e-03, 9.89694929e-03, ..., + 2.04060810e-04, 1.02030405e-04, 0.00000000e+00], + [ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ..., + 0.00000000e+00, 0.00000000e+00, 0.00000000e+00]]) +>>> max(outer(1-xs, 1-xs).all) +Traceback (most recent call last): + File "", line 1, in +ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all() +>>> max(outer(1-xs, 1-xs).all()) +Traceback (most recent call last): + File "", line 1, in +TypeError: 'builtin_function_or_method' object is not iterable +>>> max(outer(1-xs, 1-xs).all()) +Traceback (most recent call last): + File "", line 1, in +TypeError: 'numpy.bool_' object is not iterable +>>> outer(1-xs, 1-xs).any() +False +>>> outer(1-xs, 1-xs)[0] +True +>>> outer(1-xs, 1-xs)[1] +array([ 1. , 0.98989899, 0.97979798, 0.96969697, 0.95959596, + 0.94949495, 0.93939394, 0.92929293, 0.91919192, 0.90909091, + 0.8989899 , 0.88888889, 0.87878788, 0.86868687, 0.85858586, + 0.84848485, 0.83838384, 0.82828283, 0.81818182, 0.80808081, + 0.7979798 , 0.78787879, 0.77777778, 0.76767677, 0.75757576, + 0.74747475, 0.73737374, 0.72727273, 0.71717172, 0.70707071, + 0.6969697 , 0.68686869, 0.67676768, 0.66666667, 0.65656566, + 0.64646465, 0.63636364, 0.62626263, 0.61616162, 0.60606061, + 0.5959596 , 0.58585859, 0.57575758, 0.56565657, 0.55555556, + 0.54545455, 0.53535354, 0.52525253, 0.51515152, 0.50505051, + 0.49494949, 0.48484848, 0.47474747, 0.46464646, 0.45454545, + 0.44444444, 0.43434343, 0.42424242, 0.41414141, 0.4040404 , + 0.39393939, 0.38383838, 0.37373737, 0.36363636, 0.35353535, + 0.34343434, 0.33333333, 0.32323232, 0.31313131, 0.3030303 , + 0.29292929, 0.28282828, 0.27272727, 0.26262626, 0.25252525, + 0.24242424, 0.23232323, 0.22222222, 0.21212121, 0.2020202 , + 0.19191919, 0.18181818, 0.17171717, 0.16161616, 0.15151515, + 0.14141414, 0.13131313, 0.12121212, 0.11111111, 0.1010101 , + 0.09090909, 0.08080808, 0.07070707, 0.06060606, 0.05050505, + 0.04040404, 0.03030303, 0.02020202, 0.01010101, 0. ]) +>>> outer(1-xs, 1-xs)[2] +array([ 0.98989899, 0.97990001, 0.96990103, 0.95990205, 0.94990307, + 0.93990409, 0.92990511, 0.91990613, 0.90990715, 0.89990817, + 0.88990919, 0.87991021, 0.86991123, 0.85991225, 0.84991327, + 0.83991429, 0.82991531, 0.81991634, 0.80991736, 0.79991838, + 0.7899194 , 0.77992042, 0.76992144, 0.75992246, 0.74992348, + 0.7399245 , 0.72992552, 0.71992654, 0.70992756, 0.69992858, + 0.6899296 , 0.67993062, 0.66993164, 0.65993266, 0.64993368, + 0.6399347 , 0.62993572, 0.61993674, 0.60993776, 0.59993878, + 0.5899398 , 0.57994082, 0.56994184, 0.55994286, 0.54994388, + 0.5399449 , 0.52994592, 0.51994694, 0.50994796, 0.49994898, + 0.48995001, 0.47995103, 0.46995205, 0.45995307, 0.44995409, + 0.43995511, 0.42995613, 0.41995715, 0.40995817, 0.39995919, + 0.38996021, 0.37996123, 0.36996225, 0.35996327, 0.34996429, + 0.33996531, 0.32996633, 0.31996735, 0.30996837, 0.29996939, + 0.28997041, 0.27997143, 0.26997245, 0.25997347, 0.24997449, + 0.23997551, 0.22997653, 0.21997755, 0.20997857, 0.19997959, + 0.18998061, 0.17998163, 0.16998265, 0.15998368, 0.1499847 , + 0.13998572, 0.12998674, 0.11998776, 0.10998878, 0.0999898 , + 0.08999082, 0.07999184, 0.06999286, 0.05999388, 0.0499949 , + 0.03999592, 0.02999694, 0.01999796, 0.00999898, 0. ]) +>>> outer(1-xs, 1-xs)[70] +array([ 0.97979798, 0.96990103, 0.96000408, 0.95010713, 0.94021018, + 0.93031323, 0.92041628, 0.91051933, 0.90062239, 0.89072544, + 0.88082849, 0.87093154, 0.86103459, 0.85113764, 0.84124069, + 0.83134374, 0.82144679, 0.81154984, 0.80165289, 0.79175594, + 0.78185899, 0.77196204, 0.7620651 , 0.75216815, 0.7422712 , + 0.73237425, 0.7224773 , 0.71258035, 0.7026834 , 0.69278645, + 0.6828895 , 0.67299255, 0.6630956 , 0.65319865, 0.6433017 , + 0.63340475, 0.62350781, 0.61361086, 0.60371391, 0.59381696, + 0.58392001, 0.57402306, 0.56412611, 0.55422916, 0.54433221, + 0.53443526, 0.52453831, 0.51464136, 0.50474441, 0.49484746, + 0.48495052, 0.47505357, 0.46515662, 0.45525967, 0.44536272, + 0.43546577, 0.42556882, 0.41567187, 0.40577492, 0.39587797, + 0.38598102, 0.37608407, 0.36618712, 0.35629017, 0.34639323, + 0.33649628, 0.32659933, 0.31670238, 0.30680543, 0.29690848, + 0.28701153, 0.27711458, 0.26721763, 0.25732068, 0.24742373, + 0.23752678, 0.22762983, 0.21773288, 0.20783594, 0.19793899, + 0.18804204, 0.17814509, 0.16824814, 0.15835119, 0.14845424, + 0.13855729, 0.12866034, 0.11876339, 0.10886644, 0.09896949, + 0.08907254, 0.07917559, 0.06927865, 0.0593817 , 0.04948475, + 0.0395878 , 0.02969085, 0.0197939 , 0.00989695, 0. ]) +>>> outer(1-xs, 1-xs)[100] +array([ 0.29292929, 0.28997041, 0.28701153, 0.28405265, 0.28109377, + 0.27813488, 0.275176 , 0.27221712, 0.26925824, 0.26629936, + 0.26334048, 0.26038159, 0.25742271, 0.25446383, 0.25150495, + 0.24854607, 0.24558718, 0.2426283 , 0.23966942, 0.23671054, + 0.23375166, 0.23079278, 0.22783389, 0.22487501, 0.22191613, + 0.21895725, 0.21599837, 0.21303949, 0.2100806 , 0.20712172, + 0.20416284, 0.20120396, 0.19824508, 0.1952862 , 0.19232731, + 0.18936843, 0.18640955, 0.18345067, 0.18049179, 0.1775329 , + 0.17457402, 0.17161514, 0.16865626, 0.16569738, 0.1627385 , + 0.15977961, 0.15682073, 0.15386185, 0.15090297, 0.14794409, + 0.14498521, 0.14202632, 0.13906744, 0.13610856, 0.13314968, + 0.1301908 , 0.12723192, 0.12427303, 0.12131415, 0.11835527, + 0.11539639, 0.11243751, 0.10947862, 0.10651974, 0.10356086, + 0.10060198, 0.0976431 , 0.09468422, 0.09172533, 0.08876645, + 0.08580757, 0.08284869, 0.07988981, 0.07693093, 0.07397204, + 0.07101316, 0.06805428, 0.0650954 , 0.06213652, 0.05917763, + 0.05621875, 0.05325987, 0.05030099, 0.04734211, 0.04438323, + 0.04142434, 0.03846546, 0.03550658, 0.0325477 , 0.02958882, + 0.02662994, 0.02367105, 0.02071217, 0.01775329, 0.01479441, + 0.01183553, 0.00887665, 0.00591776, 0.00295888, 0. ]) +>>> len(outer(1-xs, 1-xs)) +Traceback (most recent call last): + File "", line 1, in +IndexError: index 100 is out of bounds for axis 0 with size 100 +>>> outer(1-xs, 1-xs)[99] +100 +>>> outer(1-xs, 1-xs)[98] +array([ 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., + 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., + 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., + 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., + 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., + 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., + 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., + 0., 0., 0., 0., 0., 0., 0., 0., 0.]) +>>> outer(1-xs, 1-xs)[98] +array([ 0.01010101, 0.00999898, 0.00989695, 0.00979492, 0.00969289, + 0.00959086, 0.00948883, 0.0093868 , 0.00928477, 0.00918274, + 0.00908071, 0.00897868, 0.00887665, 0.00877461, 0.00867258, + 0.00857055, 0.00846852, 0.00836649, 0.00826446, 0.00816243, + 0.0080604 , 0.00795837, 0.00785634, 0.00775431, 0.00765228, + 0.00755025, 0.00744822, 0.00734619, 0.00724416, 0.00714213, + 0.0070401 , 0.00693807, 0.00683604, 0.00673401, 0.00663198, + 0.00652995, 0.00642792, 0.00632589, 0.00622385, 0.00612182, + 0.00601979, 0.00591776, 0.00581573, 0.0057137 , 0.00561167, + 0.00550964, 0.00540761, 0.00530558, 0.00520355, 0.00510152, + 0.00499949, 0.00489746, 0.00479543, 0.0046934 , 0.00459137, + 0.00448934, 0.00438731, 0.00428528, 0.00418325, 0.00408122, + 0.00397919, 0.00387716, 0.00377512, 0.00367309, 0.00357106, + 0.00346903, 0.003367 , 0.00326497, 0.00316294, 0.00306091, + 0.00295888, 0.00285685, 0.00275482, 0.00265279, 0.00255076, + 0.00244873, 0.0023467 , 0.00224467, 0.00214264, 0.00204061, + 0.00193858, 0.00183655, 0.00173452, 0.00163249, 0.00153046, + 0.00142843, 0.0013264 , 0.00122436, 0.00112233, 0.0010203 , + 0.00091827, 0.00081624, 0.00071421, 0.00061218, 0.00051015, + 0.00040812, 0.00030609, 0.00020406, 0.00010203, 0. ]) +>>> new=outer([1, 1], [1, 1]) +array([[1, 1], + [1, 1]]) +>>> new=outer(new, new) +>>> new=outer(new, new) +>>> new +array([[1, 1, 1, 1], + [1, 1, 1, 1], + [1, 1, 1, 1], + [1, 1, 1, 1]]) +>>> new=outer(new, new) +>>> new +array([[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]]) +>>> 16*16==sum(new) +True +>>> v=linspace(0, 1, 5) +>>> v +array([ 0. , 0.25, 0.5 , 0.75, 1. ]) +>>> w=linspace(0,1, 5) +>>> beta(2, 2, 0.6) +array([ 0. , 0.25, 0.5 , 0.75, 1. ]) +>>> beta(2, 2).pdf(0.5) + +>>> beta(2, 2).pdf(0.5) +1.5 +>>> outer([(1-x)*beta(4, 2).pdf(x) for x in v],[(1-y)*beta(4, 2).pdf(y) for y in w]) +array([[ 0. , 0. , 0. , 0. , 0. ], + [ 0. , 2.50282288, 0.98876953, 0.09269714, 0. ], + [ 0. , 0.98876953, 0.390625 , 0.03662109, 0. ], + [ 0. , 0.09269714, 0.03662109, 0.00343323, 0. ], + [ 0. , 0. , 0. , 0. , 0. ]]) +>>> v +array([ 0. , 0.25, 0.5 , 0.75, 1. ]) +>>> (1-0.25)**2*beta(2, 4).pdf(0.25)**2 +2.5028228759765625 +>>> plot([beta(2, 4).pdf(x) for x in linspace(0, 1, 100)], linspace(0, 1, 100)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'linespace' is not defined +>>> plot([linspace(0, 1, 100), beta(2, 4).pdf(x) for x in linspace(0, 1, 100)]) +[] +>>> show() +>>> plot([linspace(0, 1, 100), [beta(2, 4).pdf(x) for x in linspace(0, 1, 100)]) + File "", line 1 + plot([linspace(0, 1, 100), beta(2, 4).pdf(x) for x in linspace(0, 1, 100)]) + ^ +SyntaxError: invalid syntax +>>> plot(linspace(0, 1, 100), [beta(2, 4).pdf(x) for x in linspace(0, 1, 100)]) + File "", line 1 + plot([linspace(0, 1, 100), [beta(2, 4).pdf(x) for x in linspace(0, 1, 100)]) + ^ +SyntaxError: invalid syntax +>>> plot(linspace(0, 1, 100), [beta(2, 4).pdf(x) for x in linspace(0, 1, 100)]) +[] +>>> show() +>>> 1-outer([(1-x)*beta(4, 2).pdf(x) for x in v],[(1-y)*beta(4, 2).pdf(y) for y in w]) +array([[ 0. , 0. , 0. , 0. , 0. ], + [ 0. , 0.03089905, 0.10986328, 0.09269714, 0. ], + [ 0. , 0.10986328, 0.390625 , 0.32958984, 0. ], + [ 0. , 0.09269714, 0.32958984, 0.27809143, 0. ], + [ 0. , 0. , 0. , 0. , 0. ]]) +>>> 1-outer([(1-x)*beta(4, 2).pdf(x) for x in v],[(1-y)*beta(4, 2).pdf(y) for y in w]) +array([[ 1. , 1. , 1. , 1. , 1. ], + [ 1. , 0.96910095, 0.89013672, 0.90730286, 1. ], + [ 1. , 0.89013672, 0.609375 , 0.67041016, 1. ], + [ 1. , 0.90730286, 0.67041016, 0.72190857, 1. ], + [ 1. , 1. , 1. , 1. , 1. ]]) +>>> 1-(1-0.25)*(1-0.25) +0.4375 +>>> 1-0.9-0.9+0.9**2 +0.5625 +>>> 1-0.5625*beta(4, 2).pdf(0.25)**2 +0.4375 +>>> [(1-x)*beta(4, 2).pdf(x) for x in v] +[0.0, 0.17578125, 0.625, 0.52734375, 0.0] +>>> (1-0.5625)*beta(4, 2).pdf(0.25)**2 +0.9691009521484375 +>>> beta(4, 2).pdf(0.25)**2 +0.234375 +>>> beta(4, 2).pdf(0.25)**2 +0.054931640625 +>>> (1-0.5625)*beta(4, 2).pdf(0.25)**2 +0.0240325927734375 +>>> 1-(1-0.9-0.9+0.9**2)*beta(4, 2).pdf(0.9)**2 +0.010000000000000009 +>>> 1-(1-0.8-0.8+0.8**2)*beta(4, 2).pdf(0.8)**2 +0.97874236000000003 +>>> 1-(1-0.85-0.85+0.85**2)*beta(4, 2).pdf(0.85)**2 +0.83222783999999983 +>>> 1-(1-0.999-0.999+0.999**2)*beta(4, 2).pdf(0.999)**2 +0.92362722308593759 +>>> 1-(1-0.9-0.9+0.9**2)*beta(4, 2).pdf(0.9)**2 +0.99999999960239405 +>>> beta(4, 2).pdf(0.999) +0.00039760599200599816 +>>> beta(4, 2).pdf(0.8) +0.019940059980000015 +>>> beta(4, 2).pdf(0.9) +2.048 +>>> beta(4, 2).pdf(0.999) +1.4579999999999997 +>>> beta(4, 2).pdf(0.9999) +0.019940059980000015 +>>> beta(4, 2).pdf(0.9999) +0.0019994000599977794 +>>> 1-(1-0.9-0.9+0.9**2)*beta(4, 2).pdf(0.8)**2 +0.97874236000000003 +>>> 1-(1-0.9-0.9+0.9**2)*beta(4, 2).pdf(0.8)**2 +0.95805695999999996 +>>> beta(4, 2).pdf(0.8) +1.4579999999999997 +>>> beta(4, 2).pdf(0.8) +2.048 +>>> 1-(1-0.9-0.9+0.9**2)*beta(4, 2).pdf(0.9)**2 +0.95805695999999996 +>>> 1-(1-0.9-0.9+0.9**2)*(beta(4, 2).pdf(0.8)**2) +0.97874236000000003 +>>> beta(4, 2).pdf(0.9) +2.048 +>>> beta(4, 2).pdf(0.9)**2 +1.4579999999999997 +>>> beta(4, 2).pdf(0.8)**2 +2.1257639999999993 +>>> beta(4, 2).pdf(0.8)**2 +4.1943039999999998 +>>> 1-(1-0.9-0.9+0.9**2)*(beta(4, 2).pdf(0.9)**2) +0.95805695999999996 +>>> 1-(1-0.9-0.9+0.9**2)*(beta(4, 2).pdf(0.9))**2 +0.97874236000000003 +>>> 1-(1-0.9-0.9+0.9**2)*(beta(4, 2).pdf(0.8))**2 +0.97874236000000003 +>>> (1-(1-0.9-0.9+0.9**2))*(beta(4, 2).pdf(0.8))**2 +0.95805695999999996 +>>> 1-(1-0.9-0.9+0.9**2) +0.99 +>>> .99*beta(4, 2).pdf(0.9)**2 +4.1523609600000002 +>>> .99*beta(4, 2).pdf(0.9)**2 +2.1045063599999994 +>>> (1-(1-0.9-0.9+0.9**2))*(beta(4, 2).pdf(0.9))**2 +4.1523609600000002 +>>> [(1-(1-2*x+x**2))*(beta(4, 2).pdf(x))**2 for x in linspace(0, 1, 100)] +2.1045063599999994 +>>> plot(linspace(0, 1, 100), [(1-(1-2*x+x**2))*(beta(4, 2).pdf(x))**2 for x in linspace(0, 1, 100)]) +[0.0, 8.3680915501629346e-12, 1.0440410022399093e-09, 1.7383367267475884e-08, 1.268752541329204e-07, 5.892656043573313e-07, 2.0560511931131526e-06, 5.8884819397555613e-06, 1.4593999931933103e-05, 3.2385636312080679e-05, 6.5863667188914755e-05, 0.00012481414103928702, 0.000223114716568795, 0.00037973457565303555, 0.0006198119847354818, 0.00097579035386278362, 0.0014885913693440311, 0.0022088019377772411, 0.003197850259844307, 0.004529145335784906, 0.0062891535747705207, 0.0085783859214622563, 0.011512269008800131, 0.01522187428048747, 0.019854479783652498, 0.025573940395739094, 0.03256084360375152, 0.041012429582503292, 0.051142256205447587, 0.063179591750948103, 0.077368520422431877, 0.093966748366702255, 0.1132441006347313, 0.13548070246744234, 0.1609648413892914, 0.18999050983880603, 0.22285463144159448, 0.25985397752164696, 0.30128178403496109, 0.34742408277959236, 0.39855576447210228, 0.45493639506599498, 0.51680581050707675, 0.58437951895764528, 0.65784394336000751, 0.73735154103397993, 0.82301584079666601, 0.91490644183990943, 1.0130440222853423, 1.11739540894281, 1.2278687633091239, 1.3443089422445298, 1.466493095037902, 1.5941265617024947, 1.7268391403159269, 1.8641817940150873, 2.0056238708625829, 2.1505509122002548, 2.2982631272811505, 2.4479746139079883, 2.5988134064876491, 2.7498224343215116, 2.899961474074316, 3.0481101811839841, 3.1930722854748903, 3.3335810364020091, 3.4683059831665237, 3.5958611743893019, 3.7148148610907983, 3.8237007853883727, 3.9210311355689762, 4.005311246010085, 4.0750561177891553, 4.1288088327252987, 4.1651609300203862, 4.1827748105944851, 4.1804082296260798, 4.1569409326951954, 4.1114034852709489, 4.0430083390685025, 3.9511831720074833, 3.8356065311189127, 3.696245799754287, 3.5333975018328014, 3.3477299466045465, 3.140328207493055, 2.9127414179934967, 2.6670323563272844, 2.4058292785737381, 2.1323799472985869, 1.8506077892617503, 1.5651701015964539, 1.2815182108929182, 1.0059594738758921, 0.74572099182060558, 0.50901489349014006, 0.30510502318240834, 0.1443748514314134, 0.03839640599857138, 0.0] +>>> plot(linspace(0, 1, 100), [(1-(1-2*x+x**2))*(beta(4, 2).pdf(x))**2 for x in linspace(0, 1, 100)]) +[] +>>> show() +>>> sum([(1-(1-2*x+x**2))*(beta(4, 2).pdf(x))**2/len(linspace(0, 1, 100)) for x in linspace(0, 1, 100)]) +139.99997939013403 +>>> sum([(1-(1-2*x+x**2))*(beta(4, 2).pdf(x))**2/len(linspace(0, 1, 100))**2 for x in linspace(0, 1, 100)]) +1.3999997939013396 +>>> sum([(1-(1-2*x+x**2))*(beta(4, 2).pdf(x))**2/len(linspace(0, 1, 100))**2 for x in linspace(0, 1, 100)]) +0.013999997939013395 +>>> sum([(beta(4, 2).pdf(x))**2/len(linspace(0, 1, 100)) for x in linspace(0, 1, 100)]) +0.015714283653399212 +>>> sum([(beta(4, 2).pdf(x))/len(linspace(0, 1, 100)) for x in linspace(0, 1, 100)]) +1.5714283653399217 +>>> sum([x**2*(beta(4, 2).pdf(x))**2/len(linspace(0, 1, 100)) for x in linspace(0, 1, 100)]) +0.98983165670238404 +>>> sum([(1-(1-x)**2)*(beta(4, 2).pdf(x))**2/len(linspace(0, 1, 100)) for x in linspace(0, 1, 100)]) +0.7999997252640858 +>>> sum([(1-(1-x)**2)*(beta(4, 2).pdf(x))**2/len(linspace(0, 1, 100))**2 for x in linspace(0, 1, 100)]) +1.3999997939013396 +>>> sum([(1-(1-x)**2)*(beta(4, 2).pdf(x))**2 for x in linspace(0, 1, 100)]) +0.013999997939013395 +>>> sum([(1-(1-x)**2)*(beta(4, 2).pdf(x))**2 for x in linspace(0, 1, 100)])/100 +139.99997939013403 +>>> sum([(1-(1-x)**2)*(beta(4, 2).pdf(x))**2 for x in linspace(0, 1, 100)])/100 +1.3999997939013402 +>>> intermediate=(1-outer([(1-x) for x in linspace(0, 1, 100)], [(1-x) for x in linspace(0, 1, 100)]))/100*100 +>>> sum(intermediate) +array([[ 0. , 0.01010101, 0.02020202, ..., 0.97979798, + 0.98989899, 1. ], + [ 0.01010101, 0.02009999, 0.03009897, ..., 0.98000204, + 0.99000102, 1. ], + [ 0.02020202, 0.03009897, 0.03999592, ..., 0.9802061 , + 0.99010305, 1. ], + ..., + [ 0.97979798, 0.98000204, 0.9802061 , ..., 0.99959188, + 0.99979594, 1. ], + [ 0.98989899, 0.99000102, 0.99010305, ..., 0.99979594, + 0.99989797, 1. ], + [ 1. , 1. , 1. , ..., 1. , + 1. , 1. ]]) +>>> sum(intermediate) +7499.9999999999991 +>>> intermediate=(1-outer([(1-x)/100 for x in linspace(0, 1, 100)], [(1-x)/100 for x in linspace(0, 1, 100)])) +>>> sum(intermediate) +7499.9999999999991 +>>> intermediate[0] +array([[ 0. , 0.01010101, 0.02020202, ..., 0.97979798, + 0.98989899, 1. ], + [ 0.01010101, 0.02009999, 0.03009897, ..., 0.98000204, + 0.99000102, 1. ], + [ 0.02020202, 0.03009897, 0.03999592, ..., 0.9802061 , + 0.99010305, 1. ], + ..., + [ 0.97979798, 0.98000204, 0.9802061 , ..., 0.99959188, + 0.99979594, 1. ], + [ 0.98989899, 0.99000102, 0.99010305, ..., 0.99979594, + 0.99989797, 1. ], + [ 1. , 1. , 1. , ..., 1. , + 1. , 1. ]]) +>>> sum(intermediate[0]) +array([ 0. , 0.01010101, 0.02020202, 0.03030303, 0.04040404, + 0.05050505, 0.06060606, 0.07070707, 0.08080808, 0.09090909, + 0.1010101 , 0.11111111, 0.12121212, 0.13131313, 0.14141414, + 0.15151515, 0.16161616, 0.17171717, 0.18181818, 0.19191919, + 0.2020202 , 0.21212121, 0.22222222, 0.23232323, 0.24242424, + 0.25252525, 0.26262626, 0.27272727, 0.28282828, 0.29292929, + 0.3030303 , 0.31313131, 0.32323232, 0.33333333, 0.34343434, + 0.35353535, 0.36363636, 0.37373737, 0.38383838, 0.39393939, + 0.4040404 , 0.41414141, 0.42424242, 0.43434343, 0.44444444, + 0.45454545, 0.46464646, 0.47474747, 0.48484848, 0.49494949, + 0.50505051, 0.51515152, 0.52525253, 0.53535354, 0.54545455, + 0.55555556, 0.56565657, 0.57575758, 0.58585859, 0.5959596 , + 0.60606061, 0.61616162, 0.62626263, 0.63636364, 0.64646465, + 0.65656566, 0.66666667, 0.67676768, 0.68686869, 0.6969697 , + 0.70707071, 0.71717172, 0.72727273, 0.73737374, 0.74747475, + 0.75757576, 0.76767677, 0.77777778, 0.78787879, 0.7979798 , + 0.80808081, 0.81818182, 0.82828283, 0.83838384, 0.84848485, + 0.85858586, 0.86868687, 0.87878788, 0.88888889, 0.8989899 , + 0.90909091, 0.91919192, 0.92929293, 0.93939394, 0.94949495, + 0.95959596, 0.96969697, 0.97979798, 0.98989899, 1. ]) +>>> sum(intermediate[0]) +50.0 +>>> intermediate=(1/100-outer([(1-x)/100 for x in linspace(0, 1, 100)], [(1-x)/100 for x in linspace(0, 1, 100)])) +>>> sum(intermediate[0]) +99.995000000000019 +>>> intermediate=(1-outer([(1-x) for x in linspace(0, 1, 100)], [(1-x) for x in linspace(0, 1, 100)])) +>>> sum(intermediate[0]) +-0.0050000000000000001 +>>> intermediate=(1-outer([(1-x) for x in linspace(0, 1, 100)], [(1-x) for x in linspace(0, 1, 100)])) +>>> sum(intermediate[1]) +50.0 +>>> sum(intermediate[8]) +50.505050505050505 +>>> sum(intermediate[80]) +54.040404040404027 +>>> sum(intermediate[99]) +90.404040404040401 +>>> sum(intermediate[99]) +100.0 +>>> max(list(intermediate)) +Traceback (most recent call last): + File "", line 1, in +ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all() +>>> max(list(intermediate)) +Traceback (most recent call last): + File "", line 1, in +ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all() +>>> list(intermediate) +[array([ 0. , 0.01010101, 0.02020202, 0.03030303, 0.04040404, + 0.05050505, 0.06060606, 0.07070707, 0.08080808, 0.09090909, + 0.1010101 , 0.11111111, 0.12121212, 0.13131313, 0.14141414, + 0.15151515, 0.16161616, 0.17171717, 0.18181818, 0.19191919, + 0.2020202 , 0.21212121, 0.22222222, 0.23232323, 0.24242424, + 0.25252525, 0.26262626, 0.27272727, 0.28282828, 0.29292929, + 0.3030303 , 0.31313131, 0.32323232, 0.33333333, 0.34343434, + 0.35353535, 0.36363636, 0.37373737, 0.38383838, 0.39393939, + 0.4040404 , 0.41414141, 0.42424242, 0.43434343, 0.44444444, + 0.45454545, 0.46464646, 0.47474747, 0.48484848, 0.49494949, + 0.50505051, 0.51515152, 0.52525253, 0.53535354, 0.54545455, + 0.55555556, 0.56565657, 0.57575758, 0.58585859, 0.5959596 , + 0.60606061, 0.61616162, 0.62626263, 0.63636364, 0.64646465, + 0.65656566, 0.66666667, 0.67676768, 0.68686869, 0.6969697 , + 0.70707071, 0.71717172, 0.72727273, 0.73737374, 0.74747475, + 0.75757576, 0.76767677, 0.77777778, 0.78787879, 0.7979798 , + 0.80808081, 0.81818182, 0.82828283, 0.83838384, 0.84848485, + 0.85858586, 0.86868687, 0.87878788, 0.88888889, 0.8989899 , + 0.90909091, 0.91919192, 0.92929293, 0.93939394, 0.94949495, + 0.95959596, 0.96969697, 0.97979798, 0.98989899, 1. ]), array([ 0.01010101, 0.02009999, 0.03009897, 0.04009795, 0.05009693, + 0.06009591, 0.07009489, 0.08009387, 0.09009285, 0.10009183, + 0.11009081, 0.12008979, 0.13008877, 0.14008775, 0.15008673, + 0.16008571, 0.17008469, 0.18008366, 0.19008264, 0.20008162, + 0.2100806 , 0.22007958, 0.23007856, 0.24007754, 0.25007652, + 0.2600755 , 0.27007448, 0.28007346, 0.29007244, 0.30007142, + 0.3100704 , 0.32006938, 0.33006836, 0.34006734, 0.35006632, + 0.3600653 , 0.37006428, 0.38006326, 0.39006224, 0.40006122, + 0.4100602 , 0.42005918, 0.43005816, 0.44005714, 0.45005612, + 0.4600551 , 0.47005408, 0.48005306, 0.49005204, 0.50005102, + 0.51004999, 0.52004897, 0.53004795, 0.54004693, 0.55004591, + 0.56004489, 0.57004387, 0.58004285, 0.59004183, 0.60004081, + 0.61003979, 0.62003877, 0.63003775, 0.64003673, 0.65003571, + 0.66003469, 0.67003367, 0.68003265, 0.69003163, 0.70003061, + 0.71002959, 0.72002857, 0.73002755, 0.74002653, 0.75002551, + 0.76002449, 0.77002347, 0.78002245, 0.79002143, 0.80002041, + 0.81001939, 0.82001837, 0.83001735, 0.84001632, 0.8500153 , + 0.86001428, 0.87001326, 0.88001224, 0.89001122, 0.9000102 , + 0.91000918, 0.92000816, 0.93000714, 0.94000612, 0.9500051 , + 0.96000408, 0.97000306, 0.98000204, 0.99000102, 1. ]), array([ 0.02020202, 0.03009897, 0.03999592, 0.04989287, 0.05978982, + 0.06968677, 0.07958372, 0.08948067, 0.09937761, 0.10927456, + 0.11917151, 0.12906846, 0.13896541, 0.14886236, 0.15875931, + 0.16865626, 0.17855321, 0.18845016, 0.19834711, 0.20824406, + 0.21814101, 0.22803796, 0.2379349 , 0.24783185, 0.2577288 , + 0.26762575, 0.2775227 , 0.28741965, 0.2973166 , 0.30721355, + 0.3171105 , 0.32700745, 0.3369044 , 0.34680135, 0.3566983 , + 0.36659525, 0.37649219, 0.38638914, 0.39628609, 0.40618304, + 0.41607999, 0.42597694, 0.43587389, 0.44577084, 0.45566779, + 0.46556474, 0.47546169, 0.48535864, 0.49525559, 0.50515254, + 0.51504948, 0.52494643, 0.53484338, 0.54474033, 0.55463728, + 0.56453423, 0.57443118, 0.58432813, 0.59422508, 0.60412203, + 0.61401898, 0.62391593, 0.63381288, 0.64370983, 0.65360677, + 0.66350372, 0.67340067, 0.68329762, 0.69319457, 0.70309152, + 0.71298847, 0.72288542, 0.73278237, 0.74267932, 0.75257627, + 0.76247322, 0.77237017, 0.78226712, 0.79216406, 0.80206101, + 0.81195796, 0.82185491, 0.83175186, 0.84164881, 0.85154576, + 0.86144271, 0.87133966, 0.88123661, 0.89113356, 0.90103051, + 0.91092746, 0.92082441, 0.93072135, 0.9406183 , 0.95051525, + 0.9604122 , 0.97030915, 0.9802061 , 0.99010305, 1. ]), array([ 0.03030303, 0.04009795, 0.04989287, 0.05968779, 0.06948271, + 0.07927762, 0.08907254, 0.09886746, 0.10866238, 0.1184573 , + 0.12825222, 0.13804714, 0.14784206, 0.15763698, 0.16743189, + 0.17722681, 0.18702173, 0.19681665, 0.20661157, 0.21640649, + 0.22620141, 0.23599633, 0.24579125, 0.25558616, 0.26538108, + 0.275176 , 0.28497092, 0.29476584, 0.30456076, 0.31435568, + 0.3241506 , 0.33394552, 0.34374043, 0.35353535, 0.36333027, + 0.37312519, 0.38292011, 0.39271503, 0.40250995, 0.41230487, + 0.42209979, 0.4318947 , 0.44168962, 0.45148454, 0.46127946, + 0.47107438, 0.4808693 , 0.49066422, 0.50045914, 0.51025406, + 0.52004897, 0.52984389, 0.53963881, 0.54943373, 0.55922865, + 0.56902357, 0.57881849, 0.58861341, 0.59840833, 0.60820324, + 0.61799816, 0.62779308, 0.637588 , 0.64738292, 0.65717784, + 0.66697276, 0.67676768, 0.6865626 , 0.69635751, 0.70615243, + 0.71594735, 0.72574227, 0.73553719, 0.74533211, 0.75512703, + 0.76492195, 0.77471687, 0.78451178, 0.7943067 , 0.80410162, + 0.81389654, 0.82369146, 0.83348638, 0.8432813 , 0.85307622, + 0.86287114, 0.87266605, 0.88246097, 0.89225589, 0.90205081, + 0.91184573, 0.92164065, 0.93143557, 0.94123049, 0.95102541, + 0.96082032, 0.97061524, 0.98041016, 0.99020508, 1. ]), array([ 0.04040404, 0.05009693, 0.05978982, 0.06948271, 0.07917559, + 0.08886848, 0.09856137, 0.10825426, 0.11794715, 0.12764004, + 0.13733293, 0.14702581, 0.1567187 , 0.16641159, 0.17610448, + 0.18579737, 0.19549026, 0.20518314, 0.21487603, 0.22456892, + 0.23426181, 0.2439547 , 0.25364759, 0.26334048, 0.27303336, + 0.28272625, 0.29241914, 0.30211203, 0.31180492, 0.32149781, + 0.33119069, 0.34088358, 0.35057647, 0.36026936, 0.36996225, + 0.37965514, 0.38934803, 0.39904091, 0.4087338 , 0.41842669, + 0.42811958, 0.43781247, 0.44750536, 0.45719825, 0.46689113, + 0.47658402, 0.48627691, 0.4959698 , 0.50566269, 0.51535558, + 0.52504846, 0.53474135, 0.54443424, 0.55412713, 0.56382002, + 0.57351291, 0.5832058 , 0.59289868, 0.60259157, 0.61228446, + 0.62197735, 0.63167024, 0.64136313, 0.65105601, 0.6607489 , + 0.67044179, 0.68013468, 0.68982757, 0.69952046, 0.70921335, + 0.71890623, 0.72859912, 0.73829201, 0.7479849 , 0.75767779, + 0.76737068, 0.77706356, 0.78675645, 0.79644934, 0.80614223, + 0.81583512, 0.82552801, 0.8352209 , 0.84491378, 0.85460667, + 0.86429956, 0.87399245, 0.88368534, 0.89337823, 0.90307112, + 0.912764 , 0.92245689, 0.93214978, 0.94184267, 0.95153556, + 0.96122845, 0.97092133, 0.98061422, 0.99030711, 1. ]), array([ 0.05050505, 0.06009591, 0.06968677, 0.07927762, 0.08886848, + 0.09845934, 0.1080502 , 0.11764106, 0.12723192, 0.13682277, + 0.14641363, 0.15600449, 0.16559535, 0.17518621, 0.18477706, + 0.19436792, 0.20395878, 0.21354964, 0.2231405 , 0.23273135, + 0.24232221, 0.25191307, 0.26150393, 0.27109479, 0.28068564, + 0.2902765 , 0.29986736, 0.30945822, 0.31904908, 0.32863993, + 0.33823079, 0.34782165, 0.35741251, 0.36700337, 0.37659423, + 0.38618508, 0.39577594, 0.4053668 , 0.41495766, 0.42454852, + 0.43413937, 0.44373023, 0.45332109, 0.46291195, 0.47250281, + 0.48209366, 0.49168452, 0.50127538, 0.51086624, 0.5204571 , + 0.53004795, 0.53963881, 0.54922967, 0.55882053, 0.56841139, + 0.57800224, 0.5875931 , 0.59718396, 0.60677482, 0.61636568, + 0.62595654, 0.63554739, 0.64513825, 0.65472911, 0.66431997, + 0.67391083, 0.68350168, 0.69309254, 0.7026834 , 0.71227426, + 0.72186512, 0.73145597, 0.74104683, 0.75063769, 0.76022855, + 0.76981941, 0.77941026, 0.78900112, 0.79859198, 0.80818284, + 0.8177737 , 0.82736455, 0.83695541, 0.84654627, 0.85613713, + 0.86572799, 0.87531885, 0.8849097 , 0.89450056, 0.90409142, + 0.91368228, 0.92327314, 0.93286399, 0.94245485, 0.95204571, + 0.96163657, 0.97122743, 0.98081828, 0.99040914, 1. ]), array([ 0.06060606, 0.07009489, 0.07958372, 0.08907254, 0.09856137, + 0.1080502 , 0.11753903, 0.12702785, 0.13651668, 0.14600551, + 0.15549434, 0.16498316, 0.17447199, 0.18396082, 0.19344965, + 0.20293848, 0.2124273 , 0.22191613, 0.23140496, 0.24089379, + 0.25038261, 0.25987144, 0.26936027, 0.2788491 , 0.28833792, + 0.29782675, 0.30731558, 0.31680441, 0.32629324, 0.33578206, + 0.34527089, 0.35475972, 0.36424855, 0.37373737, 0.3832262 , + 0.39271503, 0.40220386, 0.41169268, 0.42118151, 0.43067034, + 0.44015917, 0.449648 , 0.45913682, 0.46862565, 0.47811448, + 0.48760331, 0.49709213, 0.50658096, 0.51606979, 0.52555862, + 0.53504744, 0.54453627, 0.5540251 , 0.56351393, 0.57300275, + 0.58249158, 0.59198041, 0.60146924, 0.61095807, 0.62044689, + 0.62993572, 0.63942455, 0.64891338, 0.6584022 , 0.66789103, + 0.67737986, 0.68686869, 0.69635751, 0.70584634, 0.71533517, + 0.724824 , 0.73431283, 0.74380165, 0.75329048, 0.76277931, + 0.77226814, 0.78175696, 0.79124579, 0.80073462, 0.81022345, + 0.81971227, 0.8292011 , 0.83868993, 0.84817876, 0.85766758, + 0.86715641, 0.87664524, 0.88613407, 0.8956229 , 0.90511172, + 0.91460055, 0.92408938, 0.93357821, 0.94306703, 0.95255586, + 0.96204469, 0.97153352, 0.98102234, 0.99051117, 1. ]), array([ 0.07070707, 0.08009387, 0.08948067, 0.09886746, 0.10825426, + 0.11764106, 0.12702785, 0.13641465, 0.14580145, 0.15518825, + 0.16457504, 0.17396184, 0.18334864, 0.19273544, 0.20212223, + 0.21150903, 0.22089583, 0.23028262, 0.23966942, 0.24905622, + 0.25844302, 0.26782981, 0.27721661, 0.28660341, 0.29599021, + 0.305377 , 0.3147638 , 0.3241506 , 0.33353739, 0.34292419, + 0.35231099, 0.36169779, 0.37108458, 0.38047138, 0.38985818, + 0.39924498, 0.40863177, 0.41801857, 0.42740537, 0.43679216, + 0.44617896, 0.45556576, 0.46495256, 0.47433935, 0.48372615, + 0.49311295, 0.50249974, 0.51188654, 0.52127334, 0.53066014, + 0.54004693, 0.54943373, 0.55882053, 0.56820733, 0.57759412, + 0.58698092, 0.59636772, 0.60575451, 0.61514131, 0.62452811, + 0.63391491, 0.6433017 , 0.6526885 , 0.6620753 , 0.6714621 , + 0.68084889, 0.69023569, 0.69962249, 0.70900928, 0.71839608, + 0.72778288, 0.73716968, 0.74655647, 0.75594327, 0.76533007, + 0.77471687, 0.78410366, 0.79349046, 0.80287726, 0.81226405, + 0.82165085, 0.83103765, 0.84042445, 0.84981124, 0.85919804, + 0.86858484, 0.87797164, 0.88735843, 0.89674523, 0.90613203, + 0.91551882, 0.92490562, 0.93429242, 0.94367922, 0.95306601, + 0.96245281, 0.97183961, 0.98122641, 0.9906132 , 1. ]), array([ 0.08080808, 0.09009285, 0.09937761, 0.10866238, 0.11794715, + 0.12723192, 0.13651668, 0.14580145, 0.15508622, 0.16437098, + 0.17365575, 0.18294052, 0.19222528, 0.20151005, 0.21079482, + 0.22007958, 0.22936435, 0.23864912, 0.24793388, 0.25721865, + 0.26650342, 0.27578818, 0.28507295, 0.29435772, 0.30364249, + 0.31292725, 0.32221202, 0.33149679, 0.34078155, 0.35006632, + 0.35935109, 0.36863585, 0.37792062, 0.38720539, 0.39649015, + 0.40577492, 0.41505969, 0.42434445, 0.43362922, 0.44291399, + 0.45219876, 0.46148352, 0.47076829, 0.48005306, 0.48933782, + 0.49862259, 0.50790736, 0.51719212, 0.52647689, 0.53576166, + 0.54504642, 0.55433119, 0.56361596, 0.57290072, 0.58218549, + 0.59147026, 0.60075502, 0.61003979, 0.61932456, 0.62860933, + 0.63789409, 0.64717886, 0.65646363, 0.66574839, 0.67503316, + 0.68431793, 0.69360269, 0.70288746, 0.71217223, 0.72145699, + 0.73074176, 0.74002653, 0.74931129, 0.75859606, 0.76788083, + 0.7771656 , 0.78645036, 0.79573513, 0.8050199 , 0.81430466, + 0.82358943, 0.8328742 , 0.84215896, 0.85144373, 0.8607285 , + 0.87001326, 0.87929803, 0.8885828 , 0.89786756, 0.90715233, + 0.9164371 , 0.92572187, 0.93500663, 0.9442914 , 0.95357617, + 0.96286093, 0.9721457 , 0.98143047, 0.99071523, 1. ]), array([ 0.09090909, 0.10009183, 0.10927456, 0.1184573 , 0.12764004, + 0.13682277, 0.14600551, 0.15518825, 0.16437098, 0.17355372, + 0.18273646, 0.19191919, 0.20110193, 0.21028466, 0.2194674 , + 0.22865014, 0.23783287, 0.24701561, 0.25619835, 0.26538108, + 0.27456382, 0.28374656, 0.29292929, 0.30211203, 0.31129477, + 0.3204775 , 0.32966024, 0.33884298, 0.34802571, 0.35720845, + 0.36639118, 0.37557392, 0.38475666, 0.39393939, 0.40312213, + 0.41230487, 0.4214876 , 0.43067034, 0.43985308, 0.44903581, + 0.45821855, 0.46740129, 0.47658402, 0.48576676, 0.49494949, + 0.50413223, 0.51331497, 0.5224977 , 0.53168044, 0.54086318, + 0.55004591, 0.55922865, 0.56841139, 0.57759412, 0.58677686, + 0.5959596 , 0.60514233, 0.61432507, 0.62350781, 0.63269054, + 0.64187328, 0.65105601, 0.66023875, 0.66942149, 0.67860422, + 0.68778696, 0.6969697 , 0.70615243, 0.71533517, 0.72451791, + 0.73370064, 0.74288338, 0.75206612, 0.76124885, 0.77043159, + 0.77961433, 0.78879706, 0.7979798 , 0.80716253, 0.81634527, + 0.82552801, 0.83471074, 0.84389348, 0.85307622, 0.86225895, + 0.87144169, 0.88062443, 0.88980716, 0.8989899 , 0.90817264, + 0.91735537, 0.92653811, 0.93572084, 0.94490358, 0.95408632, + 0.96326905, 0.97245179, 0.98163453, 0.99081726, 1. ]), array([ 0.1010101 , 0.11009081, 0.11917151, 0.12825222, 0.13733293, + 0.14641363, 0.15549434, 0.16457504, 0.17365575, 0.18273646, + 0.19181716, 0.20089787, 0.20997857, 0.21905928, 0.22813999, + 0.23722069, 0.2463014 , 0.2553821 , 0.26446281, 0.27354352, + 0.28262422, 0.29170493, 0.30078563, 0.30986634, 0.31894705, + 0.32802775, 0.33710846, 0.34618916, 0.35526987, 0.36435058, + 0.37343128, 0.38251199, 0.39159269, 0.4006734 , 0.40975411, + 0.41883481, 0.42791552, 0.43699622, 0.44607693, 0.45515764, + 0.46423834, 0.47331905, 0.48239976, 0.49148046, 0.50056117, + 0.50964187, 0.51872258, 0.52780329, 0.53688399, 0.5459647 , + 0.5550454 , 0.56412611, 0.57320682, 0.58228752, 0.59136823, + 0.60044893, 0.60952964, 0.61861035, 0.62769105, 0.63677176, + 0.64585246, 0.65493317, 0.66401388, 0.67309458, 0.68217529, + 0.69125599, 0.7003367 , 0.70941741, 0.71849811, 0.72757882, + 0.73665952, 0.74574023, 0.75482094, 0.76390164, 0.77298235, + 0.78206305, 0.79114376, 0.80022447, 0.80930517, 0.81838588, + 0.82746659, 0.83654729, 0.845628 , 0.8547087 , 0.86378941, + 0.87287012, 0.88195082, 0.89103153, 0.90011223, 0.90919294, + 0.91827365, 0.92735435, 0.93643506, 0.94551576, 0.95459647, + 0.96367718, 0.97275788, 0.98183859, 0.99091929, 1. ]), array([ 0.11111111, 0.12008979, 0.12906846, 0.13804714, 0.14702581, + 0.15600449, 0.16498316, 0.17396184, 0.18294052, 0.19191919, + 0.20089787, 0.20987654, 0.21885522, 0.22783389, 0.23681257, + 0.24579125, 0.25476992, 0.2637486 , 0.27272727, 0.28170595, + 0.29068462, 0.2996633 , 0.30864198, 0.31762065, 0.32659933, + 0.335578 , 0.34455668, 0.35353535, 0.36251403, 0.3714927 , + 0.38047138, 0.38945006, 0.39842873, 0.40740741, 0.41638608, + 0.42536476, 0.43434343, 0.44332211, 0.45230079, 0.46127946, + 0.47025814, 0.47923681, 0.48821549, 0.49719416, 0.50617284, + 0.51515152, 0.52413019, 0.53310887, 0.54208754, 0.55106622, + 0.56004489, 0.56902357, 0.57800224, 0.58698092, 0.5959596 , + 0.60493827, 0.61391695, 0.62289562, 0.6318743 , 0.64085297, + 0.64983165, 0.65881033, 0.667789 , 0.67676768, 0.68574635, + 0.69472503, 0.7037037 , 0.71268238, 0.72166105, 0.73063973, + 0.73961841, 0.74859708, 0.75757576, 0.76655443, 0.77553311, + 0.78451178, 0.79349046, 0.80246914, 0.81144781, 0.82042649, + 0.82940516, 0.83838384, 0.84736251, 0.85634119, 0.86531987, + 0.87429854, 0.88327722, 0.89225589, 0.90123457, 0.91021324, + 0.91919192, 0.92817059, 0.93714927, 0.94612795, 0.95510662, + 0.9640853 , 0.97306397, 0.98204265, 0.99102132, 1. ]), array([ 0.12121212, 0.13008877, 0.13896541, 0.14784206, 0.1567187 , + 0.16559535, 0.17447199, 0.18334864, 0.19222528, 0.20110193, + 0.20997857, 0.21885522, 0.22773186, 0.23660851, 0.24548515, + 0.2543618 , 0.26323845, 0.27211509, 0.28099174, 0.28986838, + 0.29874503, 0.30762167, 0.31649832, 0.32537496, 0.33425161, + 0.34312825, 0.3520049 , 0.36088154, 0.36975819, 0.37863483, + 0.38751148, 0.39638812, 0.40526477, 0.41414141, 0.42301806, + 0.4318947 , 0.44077135, 0.449648 , 0.45852464, 0.46740129, + 0.47627793, 0.48515458, 0.49403122, 0.50290787, 0.51178451, + 0.52066116, 0.5295378 , 0.53841445, 0.54729109, 0.55616774, + 0.56504438, 0.57392103, 0.58279767, 0.59167432, 0.60055096, + 0.60942761, 0.61830425, 0.6271809 , 0.63605755, 0.64493419, + 0.65381084, 0.66268748, 0.67156413, 0.68044077, 0.68931742, + 0.69819406, 0.70707071, 0.71594735, 0.724824 , 0.73370064, + 0.74257729, 0.75145393, 0.76033058, 0.76920722, 0.77808387, + 0.78696051, 0.79583716, 0.8047138 , 0.81359045, 0.8224671 , + 0.83134374, 0.84022039, 0.84909703, 0.85797368, 0.86685032, + 0.87572697, 0.88460361, 0.89348026, 0.9023569 , 0.91123355, + 0.92011019, 0.92898684, 0.93786348, 0.94674013, 0.95561677, + 0.96449342, 0.97337006, 0.98224671, 0.99112335, 1. ]), array([ 0.13131313, 0.14008775, 0.14886236, 0.15763698, 0.16641159, + 0.17518621, 0.18396082, 0.19273544, 0.20151005, 0.21028466, + 0.21905928, 0.22783389, 0.23660851, 0.24538312, 0.25415774, + 0.26293235, 0.27170697, 0.28048158, 0.2892562 , 0.29803081, + 0.30680543, 0.31558004, 0.32435466, 0.33312927, 0.34190389, + 0.3506785 , 0.35945312, 0.36822773, 0.37700235, 0.38577696, + 0.39455158, 0.40332619, 0.41210081, 0.42087542, 0.42965004, + 0.43842465, 0.44719927, 0.45597388, 0.4647485 , 0.47352311, + 0.48229772, 0.49107234, 0.49984695, 0.50862157, 0.51739618, + 0.5261708 , 0.53494541, 0.54372003, 0.55249464, 0.56126926, + 0.57004387, 0.57881849, 0.5875931 , 0.59636772, 0.60514233, + 0.61391695, 0.62269156, 0.63146618, 0.64024079, 0.64901541, + 0.65779002, 0.66656464, 0.67533925, 0.68411387, 0.69288848, + 0.7016631 , 0.71043771, 0.71921233, 0.72798694, 0.73676155, + 0.74553617, 0.75431078, 0.7630854 , 0.77186001, 0.78063463, + 0.78940924, 0.79818386, 0.80695847, 0.81573309, 0.8245077 , + 0.83328232, 0.84205693, 0.85083155, 0.85960616, 0.86838078, + 0.87715539, 0.88593001, 0.89470462, 0.90347924, 0.91225385, + 0.92102847, 0.92980308, 0.9385777 , 0.94735231, 0.95612693, + 0.96490154, 0.97367616, 0.98245077, 0.99122539, 1. ]), array([ 0.14141414, 0.15008673, 0.15875931, 0.16743189, 0.17610448, + 0.18477706, 0.19344965, 0.20212223, 0.21079482, 0.2194674 , + 0.22813999, 0.23681257, 0.24548515, 0.25415774, 0.26283032, + 0.27150291, 0.28017549, 0.28884808, 0.29752066, 0.30619325, + 0.31486583, 0.32353841, 0.332211 , 0.34088358, 0.34955617, + 0.35822875, 0.36690134, 0.37557392, 0.38424651, 0.39291909, + 0.40159167, 0.41026426, 0.41893684, 0.42760943, 0.43628201, + 0.4449546 , 0.45362718, 0.46229977, 0.47097235, 0.47964493, + 0.48831752, 0.4969901 , 0.50566269, 0.51433527, 0.52300786, + 0.53168044, 0.54035303, 0.54902561, 0.55769819, 0.56637078, + 0.57504336, 0.58371595, 0.59238853, 0.60106112, 0.6097337 , + 0.61840629, 0.62707887, 0.63575145, 0.64442404, 0.65309662, + 0.66176921, 0.67044179, 0.67911438, 0.68778696, 0.69645954, + 0.70513213, 0.71380471, 0.7224773 , 0.73114988, 0.73982247, + 0.74849505, 0.75716764, 0.76584022, 0.7745128 , 0.78318539, + 0.79185797, 0.80053056, 0.80920314, 0.81787573, 0.82654831, + 0.8352209 , 0.84389348, 0.85256606, 0.86123865, 0.86991123, + 0.87858382, 0.8872564 , 0.89592899, 0.90460157, 0.91327416, + 0.92194674, 0.93061932, 0.93929191, 0.94796449, 0.95663708, + 0.96530966, 0.97398225, 0.98265483, 0.99132742, 1. ]), array([ 0.15151515, 0.16008571, 0.16865626, 0.17722681, 0.18579737, + 0.19436792, 0.20293848, 0.21150903, 0.22007958, 0.22865014, + 0.23722069, 0.24579125, 0.2543618 , 0.26293235, 0.27150291, + 0.28007346, 0.28864402, 0.29721457, 0.30578512, 0.31435568, + 0.32292623, 0.33149679, 0.34006734, 0.34863789, 0.35720845, + 0.365779 , 0.37434956, 0.38292011, 0.39149066, 0.40006122, + 0.40863177, 0.41720233, 0.42577288, 0.43434343, 0.44291399, + 0.45148454, 0.4600551 , 0.46862565, 0.4771962 , 0.48576676, + 0.49433731, 0.50290787, 0.51147842, 0.52004897, 0.52861953, + 0.53719008, 0.54576064, 0.55433119, 0.56290174, 0.5714723 , + 0.58004285, 0.58861341, 0.59718396, 0.60575451, 0.61432507, + 0.62289562, 0.63146618, 0.64003673, 0.64860728, 0.65717784, + 0.66574839, 0.67431895, 0.6828895 , 0.69146006, 0.70003061, + 0.70860116, 0.71717172, 0.72574227, 0.73431283, 0.74288338, + 0.75145393, 0.76002449, 0.76859504, 0.7771656 , 0.78573615, + 0.7943067 , 0.80287726, 0.81144781, 0.82001837, 0.82858892, + 0.83715947, 0.84573003, 0.85430058, 0.86287114, 0.87144169, + 0.88001224, 0.8885828 , 0.89715335, 0.90572391, 0.91429446, + 0.92286501, 0.93143557, 0.94000612, 0.94857668, 0.95714723, + 0.96571778, 0.97428834, 0.98285889, 0.99142945, 1. ]), array([ 0.16161616, 0.17008469, 0.17855321, 0.18702173, 0.19549026, + 0.20395878, 0.2124273 , 0.22089583, 0.22936435, 0.23783287, + 0.2463014 , 0.25476992, 0.26323845, 0.27170697, 0.28017549, + 0.28864402, 0.29711254, 0.30558106, 0.31404959, 0.32251811, + 0.33098663, 0.33945516, 0.34792368, 0.3563922 , 0.36486073, + 0.37332925, 0.38179778, 0.3902663 , 0.39873482, 0.40720335, + 0.41567187, 0.42414039, 0.43260892, 0.44107744, 0.44954596, + 0.45801449, 0.46648301, 0.47495154, 0.48342006, 0.49188858, + 0.50035711, 0.50882563, 0.51729415, 0.52576268, 0.5342312 , + 0.54269972, 0.55116825, 0.55963677, 0.5681053 , 0.57657382, + 0.58504234, 0.59351087, 0.60197939, 0.61044791, 0.61891644, + 0.62738496, 0.63585348, 0.64432201, 0.65279053, 0.66125906, + 0.66972758, 0.6781961 , 0.68666463, 0.69513315, 0.70360167, + 0.7120702 , 0.72053872, 0.72900724, 0.73747577, 0.74594429, + 0.75441282, 0.76288134, 0.77134986, 0.77981839, 0.78828691, + 0.79675543, 0.80522396, 0.81369248, 0.822161 , 0.83062953, + 0.83909805, 0.84756657, 0.8560351 , 0.86450362, 0.87297215, + 0.88144067, 0.88990919, 0.89837772, 0.90684624, 0.91531476, + 0.92378329, 0.93225181, 0.94072033, 0.94918886, 0.95765738, + 0.96612591, 0.97459443, 0.98306295, 0.99153148, 1. ]), array([ 0.17171717, 0.18008366, 0.18845016, 0.19681665, 0.20518314, + 0.21354964, 0.22191613, 0.23028262, 0.23864912, 0.24701561, + 0.2553821 , 0.2637486 , 0.27211509, 0.28048158, 0.28884808, + 0.29721457, 0.30558106, 0.31394756, 0.32231405, 0.33068054, + 0.33904704, 0.34741353, 0.35578002, 0.36414652, 0.37251301, + 0.3808795 , 0.389246 , 0.39761249, 0.40597898, 0.41434547, + 0.42271197, 0.43107846, 0.43944495, 0.44781145, 0.45617794, + 0.46454443, 0.47291093, 0.48127742, 0.48964391, 0.49801041, + 0.5063769 , 0.51474339, 0.52310989, 0.53147638, 0.53984287, + 0.54820937, 0.55657586, 0.56494235, 0.57330885, 0.58167534, + 0.59004183, 0.59840833, 0.60677482, 0.61514131, 0.62350781, + 0.6318743 , 0.64024079, 0.64860728, 0.65697378, 0.66534027, + 0.67370676, 0.68207326, 0.69043975, 0.69880624, 0.70717274, + 0.71553923, 0.72390572, 0.73227222, 0.74063871, 0.7490052 , + 0.7573717 , 0.76573819, 0.77410468, 0.78247118, 0.79083767, + 0.79920416, 0.80757066, 0.81593715, 0.82430364, 0.83267014, + 0.84103663, 0.84940312, 0.85776962, 0.86613611, 0.8745026 , + 0.88286909, 0.89123559, 0.89960208, 0.90796857, 0.91633507, + 0.92470156, 0.93306805, 0.94143455, 0.94980104, 0.95816753, + 0.96653403, 0.97490052, 0.98326701, 0.99163351, 1. ]), array([ 0.18181818, 0.19008264, 0.19834711, 0.20661157, 0.21487603, + 0.2231405 , 0.23140496, 0.23966942, 0.24793388, 0.25619835, + 0.26446281, 0.27272727, 0.28099174, 0.2892562 , 0.29752066, + 0.30578512, 0.31404959, 0.32231405, 0.33057851, 0.33884298, + 0.34710744, 0.3553719 , 0.36363636, 0.37190083, 0.38016529, + 0.38842975, 0.39669421, 0.40495868, 0.41322314, 0.4214876 , + 0.42975207, 0.43801653, 0.44628099, 0.45454545, 0.46280992, + 0.47107438, 0.47933884, 0.48760331, 0.49586777, 0.50413223, + 0.51239669, 0.52066116, 0.52892562, 0.53719008, 0.54545455, + 0.55371901, 0.56198347, 0.57024793, 0.5785124 , 0.58677686, + 0.59504132, 0.60330579, 0.61157025, 0.61983471, 0.62809917, + 0.63636364, 0.6446281 , 0.65289256, 0.66115702, 0.66942149, + 0.67768595, 0.68595041, 0.69421488, 0.70247934, 0.7107438 , + 0.71900826, 0.72727273, 0.73553719, 0.74380165, 0.75206612, + 0.76033058, 0.76859504, 0.7768595 , 0.78512397, 0.79338843, + 0.80165289, 0.80991736, 0.81818182, 0.82644628, 0.83471074, + 0.84297521, 0.85123967, 0.85950413, 0.8677686 , 0.87603306, + 0.88429752, 0.89256198, 0.90082645, 0.90909091, 0.91735537, + 0.92561983, 0.9338843 , 0.94214876, 0.95041322, 0.95867769, + 0.96694215, 0.97520661, 0.98347107, 0.99173554, 1. ]), array([ 0.19191919, 0.20008162, 0.20824406, 0.21640649, 0.22456892, + 0.23273135, 0.24089379, 0.24905622, 0.25721865, 0.26538108, + 0.27354352, 0.28170595, 0.28986838, 0.29803081, 0.30619325, + 0.31435568, 0.32251811, 0.33068054, 0.33884298, 0.34700541, + 0.35516784, 0.36333027, 0.3714927 , 0.37965514, 0.38781757, + 0.39598 , 0.40414243, 0.41230487, 0.4204673 , 0.42862973, + 0.43679216, 0.4449546 , 0.45311703, 0.46127946, 0.46944189, + 0.47760433, 0.48576676, 0.49392919, 0.50209162, 0.51025406, + 0.51841649, 0.52657892, 0.53474135, 0.54290379, 0.55106622, + 0.55922865, 0.56739108, 0.57555351, 0.58371595, 0.59187838, + 0.60004081, 0.60820324, 0.61636568, 0.62452811, 0.63269054, + 0.64085297, 0.64901541, 0.65717784, 0.66534027, 0.6735027 , + 0.68166514, 0.68982757, 0.69799 , 0.70615243, 0.71431487, + 0.7224773 , 0.73063973, 0.73880216, 0.7469646 , 0.75512703, + 0.76328946, 0.77145189, 0.77961433, 0.78777676, 0.79593919, + 0.80410162, 0.81226405, 0.82042649, 0.82858892, 0.83675135, + 0.84491378, 0.85307622, 0.86123865, 0.86940108, 0.87756351, + 0.88572595, 0.89388838, 0.90205081, 0.91021324, 0.91837568, + 0.92653811, 0.93470054, 0.94286297, 0.95102541, 0.95918784, + 0.96735027, 0.9755127 , 0.98367514, 0.99183757, 1. ]), array([ 0.2020202 , 0.2100806 , 0.21814101, 0.22620141, 0.23426181, + 0.24232221, 0.25038261, 0.25844302, 0.26650342, 0.27456382, + 0.28262422, 0.29068462, 0.29874503, 0.30680543, 0.31486583, + 0.32292623, 0.33098663, 0.33904704, 0.34710744, 0.35516784, + 0.36322824, 0.37128864, 0.37934905, 0.38740945, 0.39546985, + 0.40353025, 0.41159065, 0.41965106, 0.42771146, 0.43577186, + 0.44383226, 0.45189266, 0.45995307, 0.46801347, 0.47607387, + 0.48413427, 0.49219467, 0.50025508, 0.50831548, 0.51637588, + 0.52443628, 0.53249668, 0.54055709, 0.54861749, 0.55667789, + 0.56473829, 0.57279869, 0.5808591 , 0.5889195 , 0.5969799 , + 0.6050403 , 0.6131007 , 0.62116111, 0.62922151, 0.63728191, + 0.64534231, 0.65340271, 0.66146312, 0.66952352, 0.67758392, + 0.68564432, 0.69370472, 0.70176513, 0.70982553, 0.71788593, + 0.72594633, 0.73400673, 0.74206714, 0.75012754, 0.75818794, + 0.76624834, 0.77430874, 0.78236915, 0.79042955, 0.79848995, + 0.80655035, 0.81461075, 0.82267116, 0.83073156, 0.83879196, + 0.84685236, 0.85491276, 0.86297317, 0.87103357, 0.87909397, + 0.88715437, 0.89521477, 0.90327518, 0.91133558, 0.91939598, + 0.92745638, 0.93551678, 0.94357719, 0.95163759, 0.95969799, + 0.96775839, 0.97581879, 0.9838792 , 0.9919396 , 1. ]), array([ 0.21212121, 0.22007958, 0.22803796, 0.23599633, 0.2439547 , + 0.25191307, 0.25987144, 0.26782981, 0.27578818, 0.28374656, + 0.29170493, 0.2996633 , 0.30762167, 0.31558004, 0.32353841, + 0.33149679, 0.33945516, 0.34741353, 0.3553719 , 0.36333027, + 0.37128864, 0.37924702, 0.38720539, 0.39516376, 0.40312213, + 0.4110805 , 0.41903887, 0.42699725, 0.43495562, 0.44291399, + 0.45087236, 0.45883073, 0.4667891 , 0.47474747, 0.48270585, + 0.49066422, 0.49862259, 0.50658096, 0.51453933, 0.5224977 , + 0.53045608, 0.53841445, 0.54637282, 0.55433119, 0.56228956, + 0.57024793, 0.57820631, 0.58616468, 0.59412305, 0.60208142, + 0.61003979, 0.61799816, 0.62595654, 0.63391491, 0.64187328, + 0.64983165, 0.65779002, 0.66574839, 0.67370676, 0.68166514, + 0.68962351, 0.69758188, 0.70554025, 0.71349862, 0.72145699, + 0.72941537, 0.73737374, 0.74533211, 0.75329048, 0.76124885, + 0.76920722, 0.7771656 , 0.78512397, 0.79308234, 0.80104071, + 0.80899908, 0.81695745, 0.82491582, 0.8328742 , 0.84083257, + 0.84879094, 0.85674931, 0.86470768, 0.87266605, 0.88062443, + 0.8885828 , 0.89654117, 0.90449954, 0.91245791, 0.92041628, + 0.92837466, 0.93633303, 0.9442914 , 0.95224977, 0.96020814, + 0.96816651, 0.97612489, 0.98408326, 0.99204163, 1. ]), array([ 0.22222222, 0.23007856, 0.2379349 , 0.24579125, 0.25364759, + 0.26150393, 0.26936027, 0.27721661, 0.28507295, 0.29292929, + 0.30078563, 0.30864198, 0.31649832, 0.32435466, 0.332211 , + 0.34006734, 0.34792368, 0.35578002, 0.36363636, 0.3714927 , + 0.37934905, 0.38720539, 0.39506173, 0.40291807, 0.41077441, + 0.41863075, 0.42648709, 0.43434343, 0.44219978, 0.45005612, + 0.45791246, 0.4657688 , 0.47362514, 0.48148148, 0.48933782, + 0.49719416, 0.50505051, 0.51290685, 0.52076319, 0.52861953, + 0.53647587, 0.54433221, 0.55218855, 0.56004489, 0.56790123, + 0.57575758, 0.58361392, 0.59147026, 0.5993266 , 0.60718294, + 0.61503928, 0.62289562, 0.63075196, 0.63860831, 0.64646465, + 0.65432099, 0.66217733, 0.67003367, 0.67789001, 0.68574635, + 0.69360269, 0.70145903, 0.70931538, 0.71717172, 0.72502806, + 0.7328844 , 0.74074074, 0.74859708, 0.75645342, 0.76430976, + 0.77216611, 0.78002245, 0.78787879, 0.79573513, 0.80359147, + 0.81144781, 0.81930415, 0.82716049, 0.83501684, 0.84287318, + 0.85072952, 0.85858586, 0.8664422 , 0.87429854, 0.88215488, + 0.89001122, 0.89786756, 0.90572391, 0.91358025, 0.92143659, + 0.92929293, 0.93714927, 0.94500561, 0.95286195, 0.96071829, + 0.96857464, 0.97643098, 0.98428732, 0.99214366, 1. ]), array([ 0.23232323, 0.24007754, 0.24783185, 0.25558616, 0.26334048, + 0.27109479, 0.2788491 , 0.28660341, 0.29435772, 0.30211203, + 0.30986634, 0.31762065, 0.32537496, 0.33312927, 0.34088358, + 0.34863789, 0.3563922 , 0.36414652, 0.37190083, 0.37965514, + 0.38740945, 0.39516376, 0.40291807, 0.41067238, 0.41842669, + 0.426181 , 0.43393531, 0.44168962, 0.44944393, 0.45719825, + 0.46495256, 0.47270687, 0.48046118, 0.48821549, 0.4959698 , + 0.50372411, 0.51147842, 0.51923273, 0.52698704, 0.53474135, + 0.54249566, 0.55024997, 0.55800429, 0.5657586 , 0.57351291, + 0.58126722, 0.58902153, 0.59677584, 0.60453015, 0.61228446, + 0.62003877, 0.62779308, 0.63554739, 0.6433017 , 0.65105601, + 0.65881033, 0.66656464, 0.67431895, 0.68207326, 0.68982757, + 0.69758188, 0.70533619, 0.7130905 , 0.72084481, 0.72859912, + 0.73635343, 0.74410774, 0.75186205, 0.75961637, 0.76737068, + 0.77512499, 0.7828793 , 0.79063361, 0.79838792, 0.80614223, + 0.81389654, 0.82165085, 0.82940516, 0.83715947, 0.84491378, + 0.8526681 , 0.86042241, 0.86817672, 0.87593103, 0.88368534, + 0.89143965, 0.89919396, 0.90694827, 0.91470258, 0.92245689, + 0.9302112 , 0.93796551, 0.94571982, 0.95347414, 0.96122845, + 0.96898276, 0.97673707, 0.98449138, 0.99224569, 1. ]), array([ 0.24242424, 0.25007652, 0.2577288 , 0.26538108, 0.27303336, + 0.28068564, 0.28833792, 0.29599021, 0.30364249, 0.31129477, + 0.31894705, 0.32659933, 0.33425161, 0.34190389, 0.34955617, + 0.35720845, 0.36486073, 0.37251301, 0.38016529, 0.38781757, + 0.39546985, 0.40312213, 0.41077441, 0.41842669, 0.42607897, + 0.43373125, 0.44138353, 0.44903581, 0.45668809, 0.46434037, + 0.47199265, 0.47964493, 0.48729721, 0.49494949, 0.50260178, + 0.51025406, 0.51790634, 0.52555862, 0.5332109 , 0.54086318, + 0.54851546, 0.55616774, 0.56382002, 0.5714723 , 0.57912458, + 0.58677686, 0.59442914, 0.60208142, 0.6097337 , 0.61738598, + 0.62503826, 0.63269054, 0.64034282, 0.6479951 , 0.65564738, + 0.66329966, 0.67095194, 0.67860422, 0.6862565 , 0.69390878, + 0.70156107, 0.70921335, 0.71686563, 0.72451791, 0.73217019, + 0.73982247, 0.74747475, 0.75512703, 0.76277931, 0.77043159, + 0.77808387, 0.78573615, 0.79338843, 0.80104071, 0.80869299, + 0.81634527, 0.82399755, 0.83164983, 0.83930211, 0.84695439, + 0.85460667, 0.86225895, 0.86991123, 0.87756351, 0.88521579, + 0.89286807, 0.90052036, 0.90817264, 0.91582492, 0.9234772 , + 0.93112948, 0.93878176, 0.94643404, 0.95408632, 0.9617386 , + 0.96939088, 0.97704316, 0.98469544, 0.99234772, 1. ]), array([ 0.25252525, 0.2600755 , 0.26762575, 0.275176 , 0.28272625, + 0.2902765 , 0.29782675, 0.305377 , 0.31292725, 0.3204775 , + 0.32802775, 0.335578 , 0.34312825, 0.3506785 , 0.35822875, + 0.365779 , 0.37332925, 0.3808795 , 0.38842975, 0.39598 , + 0.40353025, 0.4110805 , 0.41863075, 0.426181 , 0.43373125, + 0.4412815 , 0.44883175, 0.456382 , 0.46393225, 0.4714825 , + 0.47903275, 0.486583 , 0.49413325, 0.5016835 , 0.50923375, + 0.516784 , 0.52433425, 0.5318845 , 0.53943475, 0.546985 , + 0.55453525, 0.5620855 , 0.56963575, 0.577186 , 0.58473625, + 0.5922865 , 0.59983675, 0.607387 , 0.61493725, 0.6224875 , + 0.63003775, 0.637588 , 0.64513825, 0.6526885 , 0.66023875, + 0.667789 , 0.67533925, 0.6828895 , 0.69043975, 0.69799 , + 0.70554025, 0.7130905 , 0.72064075, 0.728191 , 0.73574125, + 0.7432915 , 0.75084175, 0.758392 , 0.76594225, 0.7734925 , + 0.78104275, 0.788593 , 0.79614325, 0.8036935 , 0.81124375, + 0.818794 , 0.82634425, 0.8338945 , 0.84144475, 0.848995 , + 0.85654525, 0.8640955 , 0.87164575, 0.879196 , 0.88674625, + 0.8942965 , 0.90184675, 0.909397 , 0.91694725, 0.9244975 , + 0.93204775, 0.939598 , 0.94714825, 0.9546985 , 0.96224875, + 0.969799 , 0.97734925, 0.9848995 , 0.99244975, 1. ]), array([ 0.26262626, 0.27007448, 0.2775227 , 0.28497092, 0.29241914, + 0.29986736, 0.30731558, 0.3147638 , 0.32221202, 0.32966024, + 0.33710846, 0.34455668, 0.3520049 , 0.35945312, 0.36690134, + 0.37434956, 0.38179778, 0.389246 , 0.39669421, 0.40414243, + 0.41159065, 0.41903887, 0.42648709, 0.43393531, 0.44138353, + 0.44883175, 0.45627997, 0.46372819, 0.47117641, 0.47862463, + 0.48607285, 0.49352107, 0.50096929, 0.50841751, 0.51586573, + 0.52331395, 0.53076217, 0.53821039, 0.54565861, 0.55310683, + 0.56055505, 0.56800326, 0.57545148, 0.5828997 , 0.59034792, + 0.59779614, 0.60524436, 0.61269258, 0.6201408 , 0.62758902, + 0.63503724, 0.64248546, 0.64993368, 0.6573819 , 0.66483012, + 0.67227834, 0.67972656, 0.68717478, 0.694623 , 0.70207122, + 0.70951944, 0.71696766, 0.72441588, 0.7318641 , 0.73931232, + 0.74676053, 0.75420875, 0.76165697, 0.76910519, 0.77655341, + 0.78400163, 0.79144985, 0.79889807, 0.80634629, 0.81379451, + 0.82124273, 0.82869095, 0.83613917, 0.84358739, 0.85103561, + 0.85848383, 0.86593205, 0.87338027, 0.88082849, 0.88827671, + 0.89572493, 0.90317315, 0.91062137, 0.91806958, 0.9255178 , + 0.93296602, 0.94041424, 0.94786246, 0.95531068, 0.9627589 , + 0.97020712, 0.97765534, 0.98510356, 0.99255178, 1. ]), array([ 0.27272727, 0.28007346, 0.28741965, 0.29476584, 0.30211203, + 0.30945822, 0.31680441, 0.3241506 , 0.33149679, 0.33884298, + 0.34618916, 0.35353535, 0.36088154, 0.36822773, 0.37557392, + 0.38292011, 0.3902663 , 0.39761249, 0.40495868, 0.41230487, + 0.41965106, 0.42699725, 0.43434343, 0.44168962, 0.44903581, + 0.456382 , 0.46372819, 0.47107438, 0.47842057, 0.48576676, + 0.49311295, 0.50045914, 0.50780533, 0.51515152, 0.5224977 , + 0.52984389, 0.53719008, 0.54453627, 0.55188246, 0.55922865, + 0.56657484, 0.57392103, 0.58126722, 0.58861341, 0.5959596 , + 0.60330579, 0.61065197, 0.61799816, 0.62534435, 0.63269054, + 0.64003673, 0.64738292, 0.65472911, 0.6620753 , 0.66942149, + 0.67676768, 0.68411387, 0.69146006, 0.69880624, 0.70615243, + 0.71349862, 0.72084481, 0.728191 , 0.73553719, 0.74288338, + 0.75022957, 0.75757576, 0.76492195, 0.77226814, 0.77961433, + 0.78696051, 0.7943067 , 0.80165289, 0.80899908, 0.81634527, + 0.82369146, 0.83103765, 0.83838384, 0.84573003, 0.85307622, + 0.86042241, 0.8677686 , 0.87511478, 0.88246097, 0.88980716, + 0.89715335, 0.90449954, 0.91184573, 0.91919192, 0.92653811, + 0.9338843 , 0.94123049, 0.94857668, 0.95592287, 0.96326905, + 0.97061524, 0.97796143, 0.98530762, 0.99265381, 1. ]), array([ 0.28282828, 0.29007244, 0.2973166 , 0.30456076, 0.31180492, + 0.31904908, 0.32629324, 0.33353739, 0.34078155, 0.34802571, + 0.35526987, 0.36251403, 0.36975819, 0.37700235, 0.38424651, + 0.39149066, 0.39873482, 0.40597898, 0.41322314, 0.4204673 , + 0.42771146, 0.43495562, 0.44219978, 0.44944393, 0.45668809, + 0.46393225, 0.47117641, 0.47842057, 0.48566473, 0.49290889, + 0.50015305, 0.5073972 , 0.51464136, 0.52188552, 0.52912968, + 0.53637384, 0.543618 , 0.55086216, 0.55810632, 0.56535047, + 0.57259463, 0.57983879, 0.58708295, 0.59432711, 0.60157127, + 0.60881543, 0.61605959, 0.62330374, 0.6305479 , 0.63779206, + 0.64503622, 0.65228038, 0.65952454, 0.6667687 , 0.67401286, + 0.68125701, 0.68850117, 0.69574533, 0.70298949, 0.71023365, + 0.71747781, 0.72472197, 0.73196613, 0.73921028, 0.74645444, + 0.7536986 , 0.76094276, 0.76818692, 0.77543108, 0.78267524, + 0.7899194 , 0.79716355, 0.80440771, 0.81165187, 0.81889603, + 0.82614019, 0.83338435, 0.84062851, 0.84787267, 0.85511682, + 0.86236098, 0.86960514, 0.8768493 , 0.88409346, 0.89133762, + 0.89858178, 0.90582594, 0.91307009, 0.92031425, 0.92755841, + 0.93480257, 0.94204673, 0.94929089, 0.95653505, 0.96377921, + 0.97102336, 0.97826752, 0.98551168, 0.99275584, 1. ]), array([ 0.29292929, 0.30007142, 0.30721355, 0.31435568, 0.32149781, + 0.32863993, 0.33578206, 0.34292419, 0.35006632, 0.35720845, + 0.36435058, 0.3714927 , 0.37863483, 0.38577696, 0.39291909, + 0.40006122, 0.40720335, 0.41434547, 0.4214876 , 0.42862973, + 0.43577186, 0.44291399, 0.45005612, 0.45719825, 0.46434037, + 0.4714825 , 0.47862463, 0.48576676, 0.49290889, 0.50005102, + 0.50719314, 0.51433527, 0.5214774 , 0.52861953, 0.53576166, + 0.54290379, 0.55004591, 0.55718804, 0.56433017, 0.5714723 , + 0.57861443, 0.58575656, 0.59289868, 0.60004081, 0.60718294, + 0.61432507, 0.6214672 , 0.62860933, 0.63575145, 0.64289358, + 0.65003571, 0.65717784, 0.66431997, 0.6714621 , 0.67860422, + 0.68574635, 0.69288848, 0.70003061, 0.70717274, 0.71431487, + 0.72145699, 0.72859912, 0.73574125, 0.74288338, 0.75002551, + 0.75716764, 0.76430976, 0.77145189, 0.77859402, 0.78573615, + 0.79287828, 0.80002041, 0.80716253, 0.81430466, 0.82144679, + 0.82858892, 0.83573105, 0.84287318, 0.8500153 , 0.85715743, + 0.86429956, 0.87144169, 0.87858382, 0.88572595, 0.89286807, + 0.9000102 , 0.90715233, 0.91429446, 0.92143659, 0.92857872, + 0.93572084, 0.94286297, 0.9500051 , 0.95714723, 0.96428936, + 0.97143149, 0.97857361, 0.98571574, 0.99285787, 1. ]), array([ 0.3030303 , 0.3100704 , 0.3171105 , 0.3241506 , 0.33119069, + 0.33823079, 0.34527089, 0.35231099, 0.35935109, 0.36639118, + 0.37343128, 0.38047138, 0.38751148, 0.39455158, 0.40159167, + 0.40863177, 0.41567187, 0.42271197, 0.42975207, 0.43679216, + 0.44383226, 0.45087236, 0.45791246, 0.46495256, 0.47199265, + 0.47903275, 0.48607285, 0.49311295, 0.50015305, 0.50719314, + 0.51423324, 0.52127334, 0.52831344, 0.53535354, 0.54239363, + 0.54943373, 0.55647383, 0.56351393, 0.57055403, 0.57759412, + 0.58463422, 0.59167432, 0.59871442, 0.60575451, 0.61279461, + 0.61983471, 0.62687481, 0.63391491, 0.640955 , 0.6479951 , + 0.6550352 , 0.6620753 , 0.6691154 , 0.67615549, 0.68319559, + 0.69023569, 0.69727579, 0.70431589, 0.71135598, 0.71839608, + 0.72543618, 0.73247628, 0.73951638, 0.74655647, 0.75359657, + 0.76063667, 0.76767677, 0.77471687, 0.78175696, 0.78879706, + 0.79583716, 0.80287726, 0.80991736, 0.81695745, 0.82399755, + 0.83103765, 0.83807775, 0.84511785, 0.85215794, 0.85919804, + 0.86623814, 0.87327824, 0.88031833, 0.88735843, 0.89439853, + 0.90143863, 0.90847873, 0.91551882, 0.92255892, 0.92959902, + 0.93663912, 0.94367922, 0.95071931, 0.95775941, 0.96479951, + 0.97183961, 0.97887971, 0.9859198 , 0.9929599 , 1. ]), array([ 0.31313131, 0.32006938, 0.32700745, 0.33394552, 0.34088358, + 0.34782165, 0.35475972, 0.36169779, 0.36863585, 0.37557392, + 0.38251199, 0.38945006, 0.39638812, 0.40332619, 0.41026426, + 0.41720233, 0.42414039, 0.43107846, 0.43801653, 0.4449546 , + 0.45189266, 0.45883073, 0.4657688 , 0.47270687, 0.47964493, + 0.486583 , 0.49352107, 0.50045914, 0.5073972 , 0.51433527, + 0.52127334, 0.52821141, 0.53514947, 0.54208754, 0.54902561, + 0.55596368, 0.56290174, 0.56983981, 0.57677788, 0.58371595, + 0.59065401, 0.59759208, 0.60453015, 0.61146822, 0.61840629, + 0.62534435, 0.63228242, 0.63922049, 0.64615856, 0.65309662, + 0.66003469, 0.66697276, 0.67391083, 0.68084889, 0.68778696, + 0.69472503, 0.7016631 , 0.70860116, 0.71553923, 0.7224773 , + 0.72941537, 0.73635343, 0.7432915 , 0.75022957, 0.75716764, + 0.7641057 , 0.77104377, 0.77798184, 0.78491991, 0.79185797, + 0.79879604, 0.80573411, 0.81267218, 0.81961024, 0.82654831, + 0.83348638, 0.84042445, 0.84736251, 0.85430058, 0.86123865, + 0.86817672, 0.87511478, 0.88205285, 0.88899092, 0.89592899, + 0.90286705, 0.90980512, 0.91674319, 0.92368126, 0.93061932, + 0.93755739, 0.94449546, 0.95143353, 0.95837159, 0.96530966, + 0.97224773, 0.9791858 , 0.98612386, 0.99306193, 1. ]), array([ 0.32323232, 0.33006836, 0.3369044 , 0.34374043, 0.35057647, + 0.35741251, 0.36424855, 0.37108458, 0.37792062, 0.38475666, + 0.39159269, 0.39842873, 0.40526477, 0.41210081, 0.41893684, + 0.42577288, 0.43260892, 0.43944495, 0.44628099, 0.45311703, + 0.45995307, 0.4667891 , 0.47362514, 0.48046118, 0.48729721, + 0.49413325, 0.50096929, 0.50780533, 0.51464136, 0.5214774 , + 0.52831344, 0.53514947, 0.54198551, 0.54882155, 0.55565759, + 0.56249362, 0.56932966, 0.5761657 , 0.58300173, 0.58983777, + 0.59667381, 0.60350985, 0.61034588, 0.61718192, 0.62401796, + 0.63085399, 0.63769003, 0.64452607, 0.65136211, 0.65819814, + 0.66503418, 0.67187022, 0.67870625, 0.68554229, 0.69237833, + 0.69921437, 0.7060504 , 0.71288644, 0.71972248, 0.72655851, + 0.73339455, 0.74023059, 0.74706663, 0.75390266, 0.7607387 , + 0.76757474, 0.77441077, 0.78124681, 0.78808285, 0.79491889, + 0.80175492, 0.80859096, 0.815427 , 0.82226303, 0.82909907, + 0.83593511, 0.84277115, 0.84960718, 0.85644322, 0.86327926, + 0.87011529, 0.87695133, 0.88378737, 0.89062341, 0.89745944, + 0.90429548, 0.91113152, 0.91796755, 0.92480359, 0.93163963, + 0.93847567, 0.9453117 , 0.95214774, 0.95898378, 0.96581981, + 0.97265585, 0.97949189, 0.98632793, 0.99316396, 1. ]), array([ 0.33333333, 0.34006734, 0.34680135, 0.35353535, 0.36026936, + 0.36700337, 0.37373737, 0.38047138, 0.38720539, 0.39393939, + 0.4006734 , 0.40740741, 0.41414141, 0.42087542, 0.42760943, + 0.43434343, 0.44107744, 0.44781145, 0.45454545, 0.46127946, + 0.46801347, 0.47474747, 0.48148148, 0.48821549, 0.49494949, + 0.5016835 , 0.50841751, 0.51515152, 0.52188552, 0.52861953, + 0.53535354, 0.54208754, 0.54882155, 0.55555556, 0.56228956, + 0.56902357, 0.57575758, 0.58249158, 0.58922559, 0.5959596 , + 0.6026936 , 0.60942761, 0.61616162, 0.62289562, 0.62962963, + 0.63636364, 0.64309764, 0.64983165, 0.65656566, 0.66329966, + 0.67003367, 0.67676768, 0.68350168, 0.69023569, 0.6969697 , + 0.7037037 , 0.71043771, 0.71717172, 0.72390572, 0.73063973, + 0.73737374, 0.74410774, 0.75084175, 0.75757576, 0.76430976, + 0.77104377, 0.77777778, 0.78451178, 0.79124579, 0.7979798 , + 0.8047138 , 0.81144781, 0.81818182, 0.82491582, 0.83164983, + 0.83838384, 0.84511785, 0.85185185, 0.85858586, 0.86531987, + 0.87205387, 0.87878788, 0.88552189, 0.89225589, 0.8989899 , + 0.90572391, 0.91245791, 0.91919192, 0.92592593, 0.93265993, + 0.93939394, 0.94612795, 0.95286195, 0.95959596, 0.96632997, + 0.97306397, 0.97979798, 0.98653199, 0.99326599, 1. ]), array([ 0.34343434, 0.35006632, 0.3566983 , 0.36333027, 0.36996225, + 0.37659423, 0.3832262 , 0.38985818, 0.39649015, 0.40312213, + 0.40975411, 0.41638608, 0.42301806, 0.42965004, 0.43628201, + 0.44291399, 0.44954596, 0.45617794, 0.46280992, 0.46944189, + 0.47607387, 0.48270585, 0.48933782, 0.4959698 , 0.50260178, + 0.50923375, 0.51586573, 0.5224977 , 0.52912968, 0.53576166, + 0.54239363, 0.54902561, 0.55565759, 0.56228956, 0.56892154, + 0.57555351, 0.58218549, 0.58881747, 0.59544944, 0.60208142, + 0.6087134 , 0.61534537, 0.62197735, 0.62860933, 0.6352413 , + 0.64187328, 0.64850525, 0.65513723, 0.66176921, 0.66840118, + 0.67503316, 0.68166514, 0.68829711, 0.69492909, 0.70156107, + 0.70819304, 0.71482502, 0.72145699, 0.72808897, 0.73472095, + 0.74135292, 0.7479849 , 0.75461688, 0.76124885, 0.76788083, + 0.7745128 , 0.78114478, 0.78777676, 0.79440873, 0.80104071, + 0.80767269, 0.81430466, 0.82093664, 0.82756862, 0.83420059, + 0.84083257, 0.84746454, 0.85409652, 0.8607285 , 0.86736047, + 0.87399245, 0.88062443, 0.8872564 , 0.89388838, 0.90052036, + 0.90715233, 0.91378431, 0.92041628, 0.92704826, 0.93368024, + 0.94031221, 0.94694419, 0.95357617, 0.96020814, 0.96684012, + 0.97347209, 0.98010407, 0.98673605, 0.99336802, 1. ]), array([ 0.35353535, 0.3600653 , 0.36659525, 0.37312519, 0.37965514, + 0.38618508, 0.39271503, 0.39924498, 0.40577492, 0.41230487, + 0.41883481, 0.42536476, 0.4318947 , 0.43842465, 0.4449546 , + 0.45148454, 0.45801449, 0.46454443, 0.47107438, 0.47760433, + 0.48413427, 0.49066422, 0.49719416, 0.50372411, 0.51025406, + 0.516784 , 0.52331395, 0.52984389, 0.53637384, 0.54290379, + 0.54943373, 0.55596368, 0.56249362, 0.56902357, 0.57555351, + 0.58208346, 0.58861341, 0.59514335, 0.6016733 , 0.60820324, + 0.61473319, 0.62126314, 0.62779308, 0.63432303, 0.64085297, + 0.64738292, 0.65391287, 0.66044281, 0.66697276, 0.6735027 , + 0.68003265, 0.6865626 , 0.69309254, 0.69962249, 0.70615243, + 0.71268238, 0.71921233, 0.72574227, 0.73227222, 0.73880216, + 0.74533211, 0.75186205, 0.758392 , 0.76492195, 0.77145189, + 0.77798184, 0.78451178, 0.79104173, 0.79757168, 0.80410162, + 0.81063157, 0.81716151, 0.82369146, 0.83022141, 0.83675135, + 0.8432813 , 0.84981124, 0.85634119, 0.86287114, 0.86940108, + 0.87593103, 0.88246097, 0.88899092, 0.89552087, 0.90205081, + 0.90858076, 0.9151107 , 0.92164065, 0.92817059, 0.93470054, + 0.94123049, 0.94776043, 0.95429038, 0.96082032, 0.96735027, + 0.97388022, 0.98041016, 0.98694011, 0.99347005, 1. ]), array([ 0.36363636, 0.37006428, 0.37649219, 0.38292011, 0.38934803, + 0.39577594, 0.40220386, 0.40863177, 0.41505969, 0.4214876 , + 0.42791552, 0.43434343, 0.44077135, 0.44719927, 0.45362718, + 0.4600551 , 0.46648301, 0.47291093, 0.47933884, 0.48576676, + 0.49219467, 0.49862259, 0.50505051, 0.51147842, 0.51790634, + 0.52433425, 0.53076217, 0.53719008, 0.543618 , 0.55004591, + 0.55647383, 0.56290174, 0.56932966, 0.57575758, 0.58218549, + 0.58861341, 0.59504132, 0.60146924, 0.60789715, 0.61432507, + 0.62075298, 0.6271809 , 0.63360882, 0.64003673, 0.64646465, + 0.65289256, 0.65932048, 0.66574839, 0.67217631, 0.67860422, + 0.68503214, 0.69146006, 0.69788797, 0.70431589, 0.7107438 , + 0.71717172, 0.72359963, 0.73002755, 0.73645546, 0.74288338, + 0.74931129, 0.75573921, 0.76216713, 0.76859504, 0.77502296, + 0.78145087, 0.78787879, 0.7943067 , 0.80073462, 0.80716253, + 0.81359045, 0.82001837, 0.82644628, 0.8328742 , 0.83930211, + 0.84573003, 0.85215794, 0.85858586, 0.86501377, 0.87144169, + 0.87786961, 0.88429752, 0.89072544, 0.89715335, 0.90358127, + 0.91000918, 0.9164371 , 0.92286501, 0.92929293, 0.93572084, + 0.94214876, 0.94857668, 0.95500459, 0.96143251, 0.96786042, + 0.97428834, 0.98071625, 0.98714417, 0.99357208, 1. ]), array([ 0.37373737, 0.38006326, 0.38638914, 0.39271503, 0.39904091, + 0.4053668 , 0.41169268, 0.41801857, 0.42434445, 0.43067034, + 0.43699622, 0.44332211, 0.449648 , 0.45597388, 0.46229977, + 0.46862565, 0.47495154, 0.48127742, 0.48760331, 0.49392919, + 0.50025508, 0.50658096, 0.51290685, 0.51923273, 0.52555862, + 0.5318845 , 0.53821039, 0.54453627, 0.55086216, 0.55718804, + 0.56351393, 0.56983981, 0.5761657 , 0.58249158, 0.58881747, + 0.59514335, 0.60146924, 0.60779512, 0.61412101, 0.62044689, + 0.62677278, 0.63309866, 0.63942455, 0.64575043, 0.65207632, + 0.6584022 , 0.66472809, 0.67105397, 0.67737986, 0.68370574, + 0.69003163, 0.69635751, 0.7026834 , 0.70900928, 0.71533517, + 0.72166105, 0.72798694, 0.73431283, 0.74063871, 0.7469646 , + 0.75329048, 0.75961637, 0.76594225, 0.77226814, 0.77859402, + 0.78491991, 0.79124579, 0.79757168, 0.80389756, 0.81022345, + 0.81654933, 0.82287522, 0.8292011 , 0.83552699, 0.84185287, + 0.84817876, 0.85450464, 0.86083053, 0.86715641, 0.8734823 , + 0.87980818, 0.88613407, 0.89245995, 0.89878584, 0.90511172, + 0.91143761, 0.91776349, 0.92408938, 0.93041526, 0.93674115, + 0.94306703, 0.94939292, 0.9557188 , 0.96204469, 0.96837057, + 0.97469646, 0.98102234, 0.98734823, 0.99367411, 1. ]), array([ 0.38383838, 0.39006224, 0.39628609, 0.40250995, 0.4087338 , + 0.41495766, 0.42118151, 0.42740537, 0.43362922, 0.43985308, + 0.44607693, 0.45230079, 0.45852464, 0.4647485 , 0.47097235, + 0.4771962 , 0.48342006, 0.48964391, 0.49586777, 0.50209162, + 0.50831548, 0.51453933, 0.52076319, 0.52698704, 0.5332109 , + 0.53943475, 0.54565861, 0.55188246, 0.55810632, 0.56433017, + 0.57055403, 0.57677788, 0.58300173, 0.58922559, 0.59544944, + 0.6016733 , 0.60789715, 0.61412101, 0.62034486, 0.62656872, + 0.63279257, 0.63901643, 0.64524028, 0.65146414, 0.65768799, + 0.66391185, 0.6701357 , 0.67635956, 0.68258341, 0.68880726, + 0.69503112, 0.70125497, 0.70747883, 0.71370268, 0.71992654, + 0.72615039, 0.73237425, 0.7385981 , 0.74482196, 0.75104581, + 0.75726967, 0.76349352, 0.76971738, 0.77594123, 0.78216509, + 0.78838894, 0.79461279, 0.80083665, 0.8070605 , 0.81328436, + 0.81950821, 0.82573207, 0.83195592, 0.83817978, 0.84440363, + 0.85062749, 0.85685134, 0.8630752 , 0.86929905, 0.87552291, + 0.88174676, 0.88797062, 0.89419447, 0.90041832, 0.90664218, + 0.91286603, 0.91908989, 0.92531374, 0.9315376 , 0.93776145, + 0.94398531, 0.95020916, 0.95643302, 0.96265687, 0.96888073, + 0.97510458, 0.98132844, 0.98755229, 0.99377615, 1. ]), array([ 0.39393939, 0.40006122, 0.40618304, 0.41230487, 0.41842669, + 0.42454852, 0.43067034, 0.43679216, 0.44291399, 0.44903581, + 0.45515764, 0.46127946, 0.46740129, 0.47352311, 0.47964493, + 0.48576676, 0.49188858, 0.49801041, 0.50413223, 0.51025406, + 0.51637588, 0.5224977 , 0.52861953, 0.53474135, 0.54086318, + 0.546985 , 0.55310683, 0.55922865, 0.56535047, 0.5714723 , + 0.57759412, 0.58371595, 0.58983777, 0.5959596 , 0.60208142, + 0.60820324, 0.61432507, 0.62044689, 0.62656872, 0.63269054, + 0.63881237, 0.64493419, 0.65105601, 0.65717784, 0.66329966, + 0.66942149, 0.67554331, 0.68166514, 0.68778696, 0.69390878, + 0.70003061, 0.70615243, 0.71227426, 0.71839608, 0.72451791, + 0.73063973, 0.73676155, 0.74288338, 0.7490052 , 0.75512703, + 0.76124885, 0.76737068, 0.7734925 , 0.77961433, 0.78573615, + 0.79185797, 0.7979798 , 0.80410162, 0.81022345, 0.81634527, + 0.8224671 , 0.82858892, 0.83471074, 0.84083257, 0.84695439, + 0.85307622, 0.85919804, 0.86531987, 0.87144169, 0.87756351, + 0.88368534, 0.88980716, 0.89592899, 0.90205081, 0.90817264, + 0.91429446, 0.92041628, 0.92653811, 0.93265993, 0.93878176, + 0.94490358, 0.95102541, 0.95714723, 0.96326905, 0.96939088, + 0.9755127 , 0.98163453, 0.98775635, 0.99387818, 1. ]), array([ 0.4040404 , 0.4100602 , 0.41607999, 0.42209979, 0.42811958, + 0.43413937, 0.44015917, 0.44617896, 0.45219876, 0.45821855, + 0.46423834, 0.47025814, 0.47627793, 0.48229772, 0.48831752, + 0.49433731, 0.50035711, 0.5063769 , 0.51239669, 0.51841649, + 0.52443628, 0.53045608, 0.53647587, 0.54249566, 0.54851546, + 0.55453525, 0.56055505, 0.56657484, 0.57259463, 0.57861443, + 0.58463422, 0.59065401, 0.59667381, 0.6026936 , 0.6087134 , + 0.61473319, 0.62075298, 0.62677278, 0.63279257, 0.63881237, + 0.64483216, 0.65085195, 0.65687175, 0.66289154, 0.66891134, + 0.67493113, 0.68095092, 0.68697072, 0.69299051, 0.69901031, + 0.7050301 , 0.71104989, 0.71706969, 0.72308948, 0.72910927, + 0.73512907, 0.74114886, 0.74716866, 0.75318845, 0.75920824, + 0.76522804, 0.77124783, 0.77726763, 0.78328742, 0.78930721, + 0.79532701, 0.8013468 , 0.8073666 , 0.81338639, 0.81940618, + 0.82542598, 0.83144577, 0.83746556, 0.84348536, 0.84950515, + 0.85552495, 0.86154474, 0.86756453, 0.87358433, 0.87960412, + 0.88562392, 0.89164371, 0.8976635 , 0.9036833 , 0.90970309, + 0.91572289, 0.92174268, 0.92776247, 0.93378227, 0.93980206, + 0.94582185, 0.95184165, 0.95786144, 0.96388124, 0.96990103, + 0.97592082, 0.98194062, 0.98796041, 0.99398021, 1. ]), array([ 0.41414141, 0.42005918, 0.42597694, 0.4318947 , 0.43781247, + 0.44373023, 0.449648 , 0.45556576, 0.46148352, 0.46740129, + 0.47331905, 0.47923681, 0.48515458, 0.49107234, 0.4969901 , + 0.50290787, 0.50882563, 0.51474339, 0.52066116, 0.52657892, + 0.53249668, 0.53841445, 0.54433221, 0.55024997, 0.55616774, + 0.5620855 , 0.56800326, 0.57392103, 0.57983879, 0.58575656, + 0.59167432, 0.59759208, 0.60350985, 0.60942761, 0.61534537, + 0.62126314, 0.6271809 , 0.63309866, 0.63901643, 0.64493419, + 0.65085195, 0.65676972, 0.66268748, 0.66860524, 0.67452301, + 0.68044077, 0.68635853, 0.6922763 , 0.69819406, 0.70411183, + 0.71002959, 0.71594735, 0.72186512, 0.72778288, 0.73370064, + 0.73961841, 0.74553617, 0.75145393, 0.7573717 , 0.76328946, + 0.76920722, 0.77512499, 0.78104275, 0.78696051, 0.79287828, + 0.79879604, 0.8047138 , 0.81063157, 0.81654933, 0.8224671 , + 0.82838486, 0.83430262, 0.84022039, 0.84613815, 0.85205591, + 0.85797368, 0.86389144, 0.8698092 , 0.87572697, 0.88164473, + 0.88756249, 0.89348026, 0.89939802, 0.90531578, 0.91123355, + 0.91715131, 0.92306907, 0.92898684, 0.9349046 , 0.94082237, + 0.94674013, 0.95265789, 0.95857566, 0.96449342, 0.97041118, + 0.97632895, 0.98224671, 0.98816447, 0.99408224, 1. ]), array([ 0.42424242, 0.43005816, 0.43587389, 0.44168962, 0.44750536, + 0.45332109, 0.45913682, 0.46495256, 0.47076829, 0.47658402, + 0.48239976, 0.48821549, 0.49403122, 0.49984695, 0.50566269, + 0.51147842, 0.51729415, 0.52310989, 0.52892562, 0.53474135, + 0.54055709, 0.54637282, 0.55218855, 0.55800429, 0.56382002, + 0.56963575, 0.57545148, 0.58126722, 0.58708295, 0.59289868, + 0.59871442, 0.60453015, 0.61034588, 0.61616162, 0.62197735, + 0.62779308, 0.63360882, 0.63942455, 0.64524028, 0.65105601, + 0.65687175, 0.66268748, 0.66850321, 0.67431895, 0.68013468, + 0.68595041, 0.69176615, 0.69758188, 0.70339761, 0.70921335, + 0.71502908, 0.72084481, 0.72666054, 0.73247628, 0.73829201, + 0.74410774, 0.74992348, 0.75573921, 0.76155494, 0.76737068, + 0.77318641, 0.77900214, 0.78481788, 0.79063361, 0.79644934, + 0.80226507, 0.80808081, 0.81389654, 0.81971227, 0.82552801, + 0.83134374, 0.83715947, 0.84297521, 0.84879094, 0.85460667, + 0.86042241, 0.86623814, 0.87205387, 0.87786961, 0.88368534, + 0.88950107, 0.8953168 , 0.90113254, 0.90694827, 0.912764 , + 0.91857974, 0.92439547, 0.9302112 , 0.93602694, 0.94184267, + 0.9476584 , 0.95347414, 0.95928987, 0.9651056 , 0.97092133, + 0.97673707, 0.9825528 , 0.98836853, 0.99418427, 1. ]), array([ 0.43434343, 0.44005714, 0.44577084, 0.45148454, 0.45719825, + 0.46291195, 0.46862565, 0.47433935, 0.48005306, 0.48576676, + 0.49148046, 0.49719416, 0.50290787, 0.50862157, 0.51433527, + 0.52004897, 0.52576268, 0.53147638, 0.53719008, 0.54290379, + 0.54861749, 0.55433119, 0.56004489, 0.5657586 , 0.5714723 , + 0.577186 , 0.5828997 , 0.58861341, 0.59432711, 0.60004081, + 0.60575451, 0.61146822, 0.61718192, 0.62289562, 0.62860933, + 0.63432303, 0.64003673, 0.64575043, 0.65146414, 0.65717784, + 0.66289154, 0.66860524, 0.67431895, 0.68003265, 0.68574635, + 0.69146006, 0.69717376, 0.70288746, 0.70860116, 0.71431487, + 0.72002857, 0.72574227, 0.73145597, 0.73716968, 0.74288338, + 0.74859708, 0.75431078, 0.76002449, 0.76573819, 0.77145189, + 0.7771656 , 0.7828793 , 0.788593 , 0.7943067 , 0.80002041, + 0.80573411, 0.81144781, 0.81716151, 0.82287522, 0.82858892, + 0.83430262, 0.84001632, 0.84573003, 0.85144373, 0.85715743, + 0.86287114, 0.86858484, 0.87429854, 0.88001224, 0.88572595, + 0.89143965, 0.89715335, 0.90286705, 0.90858076, 0.91429446, + 0.92000816, 0.92572187, 0.93143557, 0.93714927, 0.94286297, + 0.94857668, 0.95429038, 0.96000408, 0.96571778, 0.97143149, + 0.97714519, 0.98285889, 0.98857259, 0.9942863 , 1. ]), array([ 0.44444444, 0.45005612, 0.45566779, 0.46127946, 0.46689113, + 0.47250281, 0.47811448, 0.48372615, 0.48933782, 0.49494949, + 0.50056117, 0.50617284, 0.51178451, 0.51739618, 0.52300786, + 0.52861953, 0.5342312 , 0.53984287, 0.54545455, 0.55106622, + 0.55667789, 0.56228956, 0.56790123, 0.57351291, 0.57912458, + 0.58473625, 0.59034792, 0.5959596 , 0.60157127, 0.60718294, + 0.61279461, 0.61840629, 0.62401796, 0.62962963, 0.6352413 , + 0.64085297, 0.64646465, 0.65207632, 0.65768799, 0.66329966, + 0.66891134, 0.67452301, 0.68013468, 0.68574635, 0.69135802, + 0.6969697 , 0.70258137, 0.70819304, 0.71380471, 0.71941639, + 0.72502806, 0.73063973, 0.7362514 , 0.74186308, 0.74747475, + 0.75308642, 0.75869809, 0.76430976, 0.76992144, 0.77553311, + 0.78114478, 0.78675645, 0.79236813, 0.7979798 , 0.80359147, + 0.80920314, 0.81481481, 0.82042649, 0.82603816, 0.83164983, + 0.8372615 , 0.84287318, 0.84848485, 0.85409652, 0.85970819, + 0.86531987, 0.87093154, 0.87654321, 0.88215488, 0.88776655, + 0.89337823, 0.8989899 , 0.90460157, 0.91021324, 0.91582492, + 0.92143659, 0.92704826, 0.93265993, 0.9382716 , 0.94388328, + 0.94949495, 0.95510662, 0.96071829, 0.96632997, 0.97194164, + 0.97755331, 0.98316498, 0.98877666, 0.99438833, 1. ]), array([ 0.45454545, 0.4600551 , 0.46556474, 0.47107438, 0.47658402, + 0.48209366, 0.48760331, 0.49311295, 0.49862259, 0.50413223, + 0.50964187, 0.51515152, 0.52066116, 0.5261708 , 0.53168044, + 0.53719008, 0.54269972, 0.54820937, 0.55371901, 0.55922865, + 0.56473829, 0.57024793, 0.57575758, 0.58126722, 0.58677686, + 0.5922865 , 0.59779614, 0.60330579, 0.60881543, 0.61432507, + 0.61983471, 0.62534435, 0.63085399, 0.63636364, 0.64187328, + 0.64738292, 0.65289256, 0.6584022 , 0.66391185, 0.66942149, + 0.67493113, 0.68044077, 0.68595041, 0.69146006, 0.6969697 , + 0.70247934, 0.70798898, 0.71349862, 0.71900826, 0.72451791, + 0.73002755, 0.73553719, 0.74104683, 0.74655647, 0.75206612, + 0.75757576, 0.7630854 , 0.76859504, 0.77410468, 0.77961433, + 0.78512397, 0.79063361, 0.79614325, 0.80165289, 0.80716253, + 0.81267218, 0.81818182, 0.82369146, 0.8292011 , 0.83471074, + 0.84022039, 0.84573003, 0.85123967, 0.85674931, 0.86225895, + 0.8677686 , 0.87327824, 0.87878788, 0.88429752, 0.88980716, + 0.8953168 , 0.90082645, 0.90633609, 0.91184573, 0.91735537, + 0.92286501, 0.92837466, 0.9338843 , 0.93939394, 0.94490358, + 0.95041322, 0.95592287, 0.96143251, 0.96694215, 0.97245179, + 0.97796143, 0.98347107, 0.98898072, 0.99449036, 1. ]), array([ 0.46464646, 0.47005408, 0.47546169, 0.4808693 , 0.48627691, + 0.49168452, 0.49709213, 0.50249974, 0.50790736, 0.51331497, + 0.51872258, 0.52413019, 0.5295378 , 0.53494541, 0.54035303, + 0.54576064, 0.55116825, 0.55657586, 0.56198347, 0.56739108, + 0.57279869, 0.57820631, 0.58361392, 0.58902153, 0.59442914, + 0.59983675, 0.60524436, 0.61065197, 0.61605959, 0.6214672 , + 0.62687481, 0.63228242, 0.63769003, 0.64309764, 0.64850525, + 0.65391287, 0.65932048, 0.66472809, 0.6701357 , 0.67554331, + 0.68095092, 0.68635853, 0.69176615, 0.69717376, 0.70258137, + 0.70798898, 0.71339659, 0.7188042 , 0.72421182, 0.72961943, + 0.73502704, 0.74043465, 0.74584226, 0.75124987, 0.75665748, + 0.7620651 , 0.76747271, 0.77288032, 0.77828793, 0.78369554, + 0.78910315, 0.79451076, 0.79991838, 0.80532599, 0.8107336 , + 0.81614121, 0.82154882, 0.82695643, 0.83236404, 0.83777166, + 0.84317927, 0.84858688, 0.85399449, 0.8594021 , 0.86480971, + 0.87021732, 0.87562494, 0.88103255, 0.88644016, 0.89184777, + 0.89725538, 0.90266299, 0.90807061, 0.91347822, 0.91888583, + 0.92429344, 0.92970105, 0.93510866, 0.94051627, 0.94592389, + 0.9513315 , 0.95673911, 0.96214672, 0.96755433, 0.97296194, + 0.97836955, 0.98377717, 0.98918478, 0.99459239, 1. ]), array([ 0.47474747, 0.48005306, 0.48535864, 0.49066422, 0.4959698 , + 0.50127538, 0.50658096, 0.51188654, 0.51719212, 0.5224977 , + 0.52780329, 0.53310887, 0.53841445, 0.54372003, 0.54902561, + 0.55433119, 0.55963677, 0.56494235, 0.57024793, 0.57555351, + 0.5808591 , 0.58616468, 0.59147026, 0.59677584, 0.60208142, + 0.607387 , 0.61269258, 0.61799816, 0.62330374, 0.62860933, + 0.63391491, 0.63922049, 0.64452607, 0.64983165, 0.65513723, + 0.66044281, 0.66574839, 0.67105397, 0.67635956, 0.68166514, + 0.68697072, 0.6922763 , 0.69758188, 0.70288746, 0.70819304, + 0.71349862, 0.7188042 , 0.72410978, 0.72941537, 0.73472095, + 0.74002653, 0.74533211, 0.75063769, 0.75594327, 0.76124885, + 0.76655443, 0.77186001, 0.7771656 , 0.78247118, 0.78777676, + 0.79308234, 0.79838792, 0.8036935 , 0.80899908, 0.81430466, + 0.81961024, 0.82491582, 0.83022141, 0.83552699, 0.84083257, + 0.84613815, 0.85144373, 0.85674931, 0.86205489, 0.86736047, + 0.87266605, 0.87797164, 0.88327722, 0.8885828 , 0.89388838, + 0.89919396, 0.90449954, 0.90980512, 0.9151107 , 0.92041628, + 0.92572187, 0.93102745, 0.93633303, 0.94163861, 0.94694419, + 0.95224977, 0.95755535, 0.96286093, 0.96816651, 0.97347209, + 0.97877768, 0.98408326, 0.98938884, 0.99469442, 1. ]), array([ 0.48484848, 0.49005204, 0.49525559, 0.50045914, 0.50566269, + 0.51086624, 0.51606979, 0.52127334, 0.52647689, 0.53168044, + 0.53688399, 0.54208754, 0.54729109, 0.55249464, 0.55769819, + 0.56290174, 0.5681053 , 0.57330885, 0.5785124 , 0.58371595, + 0.5889195 , 0.59412305, 0.5993266 , 0.60453015, 0.6097337 , + 0.61493725, 0.6201408 , 0.62534435, 0.6305479 , 0.63575145, + 0.640955 , 0.64615856, 0.65136211, 0.65656566, 0.66176921, + 0.66697276, 0.67217631, 0.67737986, 0.68258341, 0.68778696, + 0.69299051, 0.69819406, 0.70339761, 0.70860116, 0.71380471, + 0.71900826, 0.72421182, 0.72941537, 0.73461892, 0.73982247, + 0.74502602, 0.75022957, 0.75543312, 0.76063667, 0.76584022, + 0.77104377, 0.77624732, 0.78145087, 0.78665442, 0.79185797, + 0.79706152, 0.80226507, 0.80746863, 0.81267218, 0.81787573, + 0.82307928, 0.82828283, 0.83348638, 0.83868993, 0.84389348, + 0.84909703, 0.85430058, 0.85950413, 0.86470768, 0.86991123, + 0.87511478, 0.88031833, 0.88552189, 0.89072544, 0.89592899, + 0.90113254, 0.90633609, 0.91153964, 0.91674319, 0.92194674, + 0.92715029, 0.93235384, 0.93755739, 0.94276094, 0.94796449, + 0.95316804, 0.95837159, 0.96357515, 0.9687787 , 0.97398225, + 0.9791858 , 0.98438935, 0.9895929 , 0.99479645, 1. ]), array([ 0.49494949, 0.50005102, 0.50515254, 0.51025406, 0.51535558, + 0.5204571 , 0.52555862, 0.53066014, 0.53576166, 0.54086318, + 0.5459647 , 0.55106622, 0.55616774, 0.56126926, 0.56637078, + 0.5714723 , 0.57657382, 0.58167534, 0.58677686, 0.59187838, + 0.5969799 , 0.60208142, 0.60718294, 0.61228446, 0.61738598, + 0.6224875 , 0.62758902, 0.63269054, 0.63779206, 0.64289358, + 0.6479951 , 0.65309662, 0.65819814, 0.66329966, 0.66840118, + 0.6735027 , 0.67860422, 0.68370574, 0.68880726, 0.69390878, + 0.69901031, 0.70411183, 0.70921335, 0.71431487, 0.71941639, + 0.72451791, 0.72961943, 0.73472095, 0.73982247, 0.74492399, + 0.75002551, 0.75512703, 0.76022855, 0.76533007, 0.77043159, + 0.77553311, 0.78063463, 0.78573615, 0.79083767, 0.79593919, + 0.80104071, 0.80614223, 0.81124375, 0.81634527, 0.82144679, + 0.82654831, 0.83164983, 0.83675135, 0.84185287, 0.84695439, + 0.85205591, 0.85715743, 0.86225895, 0.86736047, 0.87246199, + 0.87756351, 0.88266503, 0.88776655, 0.89286807, 0.89796959, + 0.90307112, 0.90817264, 0.91327416, 0.91837568, 0.9234772 , + 0.92857872, 0.93368024, 0.93878176, 0.94388328, 0.9489848 , + 0.95408632, 0.95918784, 0.96428936, 0.96939088, 0.9744924 , + 0.97959392, 0.98469544, 0.98979696, 0.99489848, 1. ]), array([ 0.50505051, 0.51004999, 0.51504948, 0.52004897, 0.52504846, + 0.53004795, 0.53504744, 0.54004693, 0.54504642, 0.55004591, + 0.5550454 , 0.56004489, 0.56504438, 0.57004387, 0.57504336, + 0.58004285, 0.58504234, 0.59004183, 0.59504132, 0.60004081, + 0.6050403 , 0.61003979, 0.61503928, 0.62003877, 0.62503826, + 0.63003775, 0.63503724, 0.64003673, 0.64503622, 0.65003571, + 0.6550352 , 0.66003469, 0.66503418, 0.67003367, 0.67503316, + 0.68003265, 0.68503214, 0.69003163, 0.69503112, 0.70003061, + 0.7050301 , 0.71002959, 0.71502908, 0.72002857, 0.72502806, + 0.73002755, 0.73502704, 0.74002653, 0.74502602, 0.75002551, + 0.755025 , 0.76002449, 0.76502398, 0.77002347, 0.77502296, + 0.78002245, 0.78502194, 0.79002143, 0.79502092, 0.80002041, + 0.8050199 , 0.81001939, 0.81501888, 0.82001837, 0.82501786, + 0.83001735, 0.83501684, 0.84001632, 0.84501581, 0.8500153 , + 0.85501479, 0.86001428, 0.86501377, 0.87001326, 0.87501275, + 0.88001224, 0.88501173, 0.89001122, 0.89501071, 0.9000102 , + 0.90500969, 0.91000918, 0.91500867, 0.92000816, 0.92500765, + 0.93000714, 0.93500663, 0.94000612, 0.94500561, 0.9500051 , + 0.95500459, 0.96000408, 0.96500357, 0.97000306, 0.97500255, + 0.98000204, 0.98500153, 0.99000102, 0.99500051, 1. ]), array([ 0.51515152, 0.52004897, 0.52494643, 0.52984389, 0.53474135, + 0.53963881, 0.54453627, 0.54943373, 0.55433119, 0.55922865, + 0.56412611, 0.56902357, 0.57392103, 0.57881849, 0.58371595, + 0.58861341, 0.59351087, 0.59840833, 0.60330579, 0.60820324, + 0.6131007 , 0.61799816, 0.62289562, 0.62779308, 0.63269054, + 0.637588 , 0.64248546, 0.64738292, 0.65228038, 0.65717784, + 0.6620753 , 0.66697276, 0.67187022, 0.67676768, 0.68166514, + 0.6865626 , 0.69146006, 0.69635751, 0.70125497, 0.70615243, + 0.71104989, 0.71594735, 0.72084481, 0.72574227, 0.73063973, + 0.73553719, 0.74043465, 0.74533211, 0.75022957, 0.75512703, + 0.76002449, 0.76492195, 0.76981941, 0.77471687, 0.77961433, + 0.78451178, 0.78940924, 0.7943067 , 0.79920416, 0.80410162, + 0.80899908, 0.81389654, 0.818794 , 0.82369146, 0.82858892, + 0.83348638, 0.83838384, 0.8432813 , 0.84817876, 0.85307622, + 0.85797368, 0.86287114, 0.8677686 , 0.87266605, 0.87756351, + 0.88246097, 0.88735843, 0.89225589, 0.89715335, 0.90205081, + 0.90694827, 0.91184573, 0.91674319, 0.92164065, 0.92653811, + 0.93143557, 0.93633303, 0.94123049, 0.94612795, 0.95102541, + 0.95592287, 0.96082032, 0.96571778, 0.97061524, 0.9755127 , + 0.98041016, 0.98530762, 0.99020508, 0.99510254, 1. ]), array([ 0.52525253, 0.53004795, 0.53484338, 0.53963881, 0.54443424, + 0.54922967, 0.5540251 , 0.55882053, 0.56361596, 0.56841139, + 0.57320682, 0.57800224, 0.58279767, 0.5875931 , 0.59238853, + 0.59718396, 0.60197939, 0.60677482, 0.61157025, 0.61636568, + 0.62116111, 0.62595654, 0.63075196, 0.63554739, 0.64034282, + 0.64513825, 0.64993368, 0.65472911, 0.65952454, 0.66431997, + 0.6691154 , 0.67391083, 0.67870625, 0.68350168, 0.68829711, + 0.69309254, 0.69788797, 0.7026834 , 0.70747883, 0.71227426, + 0.71706969, 0.72186512, 0.72666054, 0.73145597, 0.7362514 , + 0.74104683, 0.74584226, 0.75063769, 0.75543312, 0.76022855, + 0.76502398, 0.76981941, 0.77461484, 0.77941026, 0.78420569, + 0.78900112, 0.79379655, 0.79859198, 0.80338741, 0.80818284, + 0.81297827, 0.8177737 , 0.82256913, 0.82736455, 0.83215998, + 0.83695541, 0.84175084, 0.84654627, 0.8513417 , 0.85613713, + 0.86093256, 0.86572799, 0.87052342, 0.87531885, 0.88011427, + 0.8849097 , 0.88970513, 0.89450056, 0.89929599, 0.90409142, + 0.90888685, 0.91368228, 0.91847771, 0.92327314, 0.92806856, + 0.93286399, 0.93765942, 0.94245485, 0.94725028, 0.95204571, + 0.95684114, 0.96163657, 0.966432 , 0.97122743, 0.97602285, + 0.98081828, 0.98561371, 0.99040914, 0.99520457, 1. ]), array([ 0.53535354, 0.54004693, 0.54474033, 0.54943373, 0.55412713, + 0.55882053, 0.56351393, 0.56820733, 0.57290072, 0.57759412, + 0.58228752, 0.58698092, 0.59167432, 0.59636772, 0.60106112, + 0.60575451, 0.61044791, 0.61514131, 0.61983471, 0.62452811, + 0.62922151, 0.63391491, 0.63860831, 0.6433017 , 0.6479951 , + 0.6526885 , 0.6573819 , 0.6620753 , 0.6667687 , 0.6714621 , + 0.67615549, 0.68084889, 0.68554229, 0.69023569, 0.69492909, + 0.69962249, 0.70431589, 0.70900928, 0.71370268, 0.71839608, + 0.72308948, 0.72778288, 0.73247628, 0.73716968, 0.74186308, + 0.74655647, 0.75124987, 0.75594327, 0.76063667, 0.76533007, + 0.77002347, 0.77471687, 0.77941026, 0.78410366, 0.78879706, + 0.79349046, 0.79818386, 0.80287726, 0.80757066, 0.81226405, + 0.81695745, 0.82165085, 0.82634425, 0.83103765, 0.83573105, + 0.84042445, 0.84511785, 0.84981124, 0.85450464, 0.85919804, + 0.86389144, 0.86858484, 0.87327824, 0.87797164, 0.88266503, + 0.88735843, 0.89205183, 0.89674523, 0.90143863, 0.90613203, + 0.91082543, 0.91551882, 0.92021222, 0.92490562, 0.92959902, + 0.93429242, 0.93898582, 0.94367922, 0.94837262, 0.95306601, + 0.95775941, 0.96245281, 0.96714621, 0.97183961, 0.97653301, + 0.98122641, 0.9859198 , 0.9906132 , 0.9953066 , 1. ]), array([ 0.54545455, 0.55004591, 0.55463728, 0.55922865, 0.56382002, + 0.56841139, 0.57300275, 0.57759412, 0.58218549, 0.58677686, + 0.59136823, 0.5959596 , 0.60055096, 0.60514233, 0.6097337 , + 0.61432507, 0.61891644, 0.62350781, 0.62809917, 0.63269054, + 0.63728191, 0.64187328, 0.64646465, 0.65105601, 0.65564738, + 0.66023875, 0.66483012, 0.66942149, 0.67401286, 0.67860422, + 0.68319559, 0.68778696, 0.69237833, 0.6969697 , 0.70156107, + 0.70615243, 0.7107438 , 0.71533517, 0.71992654, 0.72451791, + 0.72910927, 0.73370064, 0.73829201, 0.74288338, 0.74747475, + 0.75206612, 0.75665748, 0.76124885, 0.76584022, 0.77043159, + 0.77502296, 0.77961433, 0.78420569, 0.78879706, 0.79338843, + 0.7979798 , 0.80257117, 0.80716253, 0.8117539 , 0.81634527, + 0.82093664, 0.82552801, 0.83011938, 0.83471074, 0.83930211, + 0.84389348, 0.84848485, 0.85307622, 0.85766758, 0.86225895, + 0.86685032, 0.87144169, 0.87603306, 0.88062443, 0.88521579, + 0.88980716, 0.89439853, 0.8989899 , 0.90358127, 0.90817264, + 0.912764 , 0.91735537, 0.92194674, 0.92653811, 0.93112948, + 0.93572084, 0.94031221, 0.94490358, 0.94949495, 0.95408632, + 0.95867769, 0.96326905, 0.96786042, 0.97245179, 0.97704316, + 0.98163453, 0.9862259 , 0.99081726, 0.99540863, 1. ]), array([ 0.55555556, 0.56004489, 0.56453423, 0.56902357, 0.57351291, + 0.57800224, 0.58249158, 0.58698092, 0.59147026, 0.5959596 , + 0.60044893, 0.60493827, 0.60942761, 0.61391695, 0.61840629, + 0.62289562, 0.62738496, 0.6318743 , 0.63636364, 0.64085297, + 0.64534231, 0.64983165, 0.65432099, 0.65881033, 0.66329966, + 0.667789 , 0.67227834, 0.67676768, 0.68125701, 0.68574635, + 0.69023569, 0.69472503, 0.69921437, 0.7037037 , 0.70819304, + 0.71268238, 0.71717172, 0.72166105, 0.72615039, 0.73063973, + 0.73512907, 0.73961841, 0.74410774, 0.74859708, 0.75308642, + 0.75757576, 0.7620651 , 0.76655443, 0.77104377, 0.77553311, + 0.78002245, 0.78451178, 0.78900112, 0.79349046, 0.7979798 , + 0.80246914, 0.80695847, 0.81144781, 0.81593715, 0.82042649, + 0.82491582, 0.82940516, 0.8338945 , 0.83838384, 0.84287318, + 0.84736251, 0.85185185, 0.85634119, 0.86083053, 0.86531987, + 0.8698092 , 0.87429854, 0.87878788, 0.88327722, 0.88776655, + 0.89225589, 0.89674523, 0.90123457, 0.90572391, 0.91021324, + 0.91470258, 0.91919192, 0.92368126, 0.92817059, 0.93265993, + 0.93714927, 0.94163861, 0.94612795, 0.95061728, 0.95510662, + 0.95959596, 0.9640853 , 0.96857464, 0.97306397, 0.97755331, + 0.98204265, 0.98653199, 0.99102132, 0.99551066, 1. ]), array([ 0.56565657, 0.57004387, 0.57443118, 0.57881849, 0.5832058 , + 0.5875931 , 0.59198041, 0.59636772, 0.60075502, 0.60514233, + 0.60952964, 0.61391695, 0.61830425, 0.62269156, 0.62707887, + 0.63146618, 0.63585348, 0.64024079, 0.6446281 , 0.64901541, + 0.65340271, 0.65779002, 0.66217733, 0.66656464, 0.67095194, + 0.67533925, 0.67972656, 0.68411387, 0.68850117, 0.69288848, + 0.69727579, 0.7016631 , 0.7060504 , 0.71043771, 0.71482502, + 0.71921233, 0.72359963, 0.72798694, 0.73237425, 0.73676155, + 0.74114886, 0.74553617, 0.74992348, 0.75431078, 0.75869809, + 0.7630854 , 0.76747271, 0.77186001, 0.77624732, 0.78063463, + 0.78502194, 0.78940924, 0.79379655, 0.79818386, 0.80257117, + 0.80695847, 0.81134578, 0.81573309, 0.8201204 , 0.8245077 , + 0.82889501, 0.83328232, 0.83766963, 0.84205693, 0.84644424, + 0.85083155, 0.85521886, 0.85960616, 0.86399347, 0.86838078, + 0.87276808, 0.87715539, 0.8815427 , 0.88593001, 0.89031731, + 0.89470462, 0.89909193, 0.90347924, 0.90786654, 0.91225385, + 0.91664116, 0.92102847, 0.92541577, 0.92980308, 0.93419039, + 0.9385777 , 0.942965 , 0.94735231, 0.95173962, 0.95612693, + 0.96051423, 0.96490154, 0.96928885, 0.97367616, 0.97806346, + 0.98245077, 0.98683808, 0.99122539, 0.99561269, 1. ]), array([ 0.57575758, 0.58004285, 0.58432813, 0.58861341, 0.59289868, + 0.59718396, 0.60146924, 0.60575451, 0.61003979, 0.61432507, + 0.61861035, 0.62289562, 0.6271809 , 0.63146618, 0.63575145, + 0.64003673, 0.64432201, 0.64860728, 0.65289256, 0.65717784, + 0.66146312, 0.66574839, 0.67003367, 0.67431895, 0.67860422, + 0.6828895 , 0.68717478, 0.69146006, 0.69574533, 0.70003061, + 0.70431589, 0.70860116, 0.71288644, 0.71717172, 0.72145699, + 0.72574227, 0.73002755, 0.73431283, 0.7385981 , 0.74288338, + 0.74716866, 0.75145393, 0.75573921, 0.76002449, 0.76430976, + 0.76859504, 0.77288032, 0.7771656 , 0.78145087, 0.78573615, + 0.79002143, 0.7943067 , 0.79859198, 0.80287726, 0.80716253, + 0.81144781, 0.81573309, 0.82001837, 0.82430364, 0.82858892, + 0.8328742 , 0.83715947, 0.84144475, 0.84573003, 0.8500153 , + 0.85430058, 0.85858586, 0.86287114, 0.86715641, 0.87144169, + 0.87572697, 0.88001224, 0.88429752, 0.8885828 , 0.89286807, + 0.89715335, 0.90143863, 0.90572391, 0.91000918, 0.91429446, + 0.91857974, 0.92286501, 0.92715029, 0.93143557, 0.93572084, + 0.94000612, 0.9442914 , 0.94857668, 0.95286195, 0.95714723, + 0.96143251, 0.96571778, 0.97000306, 0.97428834, 0.97857361, + 0.98285889, 0.98714417, 0.99142945, 0.99571472, 1. ]), array([ 0.58585859, 0.59004183, 0.59422508, 0.59840833, 0.60259157, + 0.60677482, 0.61095807, 0.61514131, 0.61932456, 0.62350781, + 0.62769105, 0.6318743 , 0.63605755, 0.64024079, 0.64442404, + 0.64860728, 0.65279053, 0.65697378, 0.66115702, 0.66534027, + 0.66952352, 0.67370676, 0.67789001, 0.68207326, 0.6862565 , + 0.69043975, 0.694623 , 0.69880624, 0.70298949, 0.70717274, + 0.71135598, 0.71553923, 0.71972248, 0.72390572, 0.72808897, + 0.73227222, 0.73645546, 0.74063871, 0.74482196, 0.7490052 , + 0.75318845, 0.7573717 , 0.76155494, 0.76573819, 0.76992144, + 0.77410468, 0.77828793, 0.78247118, 0.78665442, 0.79083767, + 0.79502092, 0.79920416, 0.80338741, 0.80757066, 0.8117539 , + 0.81593715, 0.8201204 , 0.82430364, 0.82848689, 0.83267014, + 0.83685338, 0.84103663, 0.84521988, 0.84940312, 0.85358637, + 0.85776962, 0.86195286, 0.86613611, 0.87031936, 0.8745026 , + 0.87868585, 0.88286909, 0.88705234, 0.89123559, 0.89541883, + 0.89960208, 0.90378533, 0.90796857, 0.91215182, 0.91633507, + 0.92051831, 0.92470156, 0.92888481, 0.93306805, 0.9372513 , + 0.94143455, 0.94561779, 0.94980104, 0.95398429, 0.95816753, + 0.96235078, 0.96653403, 0.97071727, 0.97490052, 0.97908377, + 0.98326701, 0.98745026, 0.99163351, 0.99581675, 1. ]), array([ 0.5959596 , 0.60004081, 0.60412203, 0.60820324, 0.61228446, + 0.61636568, 0.62044689, 0.62452811, 0.62860933, 0.63269054, + 0.63677176, 0.64085297, 0.64493419, 0.64901541, 0.65309662, + 0.65717784, 0.66125906, 0.66534027, 0.66942149, 0.6735027 , + 0.67758392, 0.68166514, 0.68574635, 0.68982757, 0.69390878, + 0.69799 , 0.70207122, 0.70615243, 0.71023365, 0.71431487, + 0.71839608, 0.7224773 , 0.72655851, 0.73063973, 0.73472095, + 0.73880216, 0.74288338, 0.7469646 , 0.75104581, 0.75512703, + 0.75920824, 0.76328946, 0.76737068, 0.77145189, 0.77553311, + 0.77961433, 0.78369554, 0.78777676, 0.79185797, 0.79593919, + 0.80002041, 0.80410162, 0.80818284, 0.81226405, 0.81634527, + 0.82042649, 0.8245077 , 0.82858892, 0.83267014, 0.83675135, + 0.84083257, 0.84491378, 0.848995 , 0.85307622, 0.85715743, + 0.86123865, 0.86531987, 0.86940108, 0.8734823 , 0.87756351, + 0.88164473, 0.88572595, 0.88980716, 0.89388838, 0.89796959, + 0.90205081, 0.90613203, 0.91021324, 0.91429446, 0.91837568, + 0.92245689, 0.92653811, 0.93061932, 0.93470054, 0.93878176, + 0.94286297, 0.94694419, 0.95102541, 0.95510662, 0.95918784, + 0.96326905, 0.96735027, 0.97143149, 0.9755127 , 0.97959392, + 0.98367514, 0.98775635, 0.99183757, 0.99591878, 1. ]), array([ 0.60606061, 0.61003979, 0.61401898, 0.61799816, 0.62197735, + 0.62595654, 0.62993572, 0.63391491, 0.63789409, 0.64187328, + 0.64585246, 0.64983165, 0.65381084, 0.65779002, 0.66176921, + 0.66574839, 0.66972758, 0.67370676, 0.67768595, 0.68166514, + 0.68564432, 0.68962351, 0.69360269, 0.69758188, 0.70156107, + 0.70554025, 0.70951944, 0.71349862, 0.71747781, 0.72145699, + 0.72543618, 0.72941537, 0.73339455, 0.73737374, 0.74135292, + 0.74533211, 0.74931129, 0.75329048, 0.75726967, 0.76124885, + 0.76522804, 0.76920722, 0.77318641, 0.7771656 , 0.78114478, + 0.78512397, 0.78910315, 0.79308234, 0.79706152, 0.80104071, + 0.8050199 , 0.80899908, 0.81297827, 0.81695745, 0.82093664, + 0.82491582, 0.82889501, 0.8328742 , 0.83685338, 0.84083257, + 0.84481175, 0.84879094, 0.85277013, 0.85674931, 0.8607285 , + 0.86470768, 0.86868687, 0.87266605, 0.87664524, 0.88062443, + 0.88460361, 0.8885828 , 0.89256198, 0.89654117, 0.90052036, + 0.90449954, 0.90847873, 0.91245791, 0.9164371 , 0.92041628, + 0.92439547, 0.92837466, 0.93235384, 0.93633303, 0.94031221, + 0.9442914 , 0.94827058, 0.95224977, 0.95622896, 0.96020814, + 0.96418733, 0.96816651, 0.9721457 , 0.97612489, 0.98010407, + 0.98408326, 0.98806244, 0.99204163, 0.99602081, 1. ]), array([ 0.61616162, 0.62003877, 0.62391593, 0.62779308, 0.63167024, + 0.63554739, 0.63942455, 0.6433017 , 0.64717886, 0.65105601, + 0.65493317, 0.65881033, 0.66268748, 0.66656464, 0.67044179, + 0.67431895, 0.6781961 , 0.68207326, 0.68595041, 0.68982757, + 0.69370472, 0.69758188, 0.70145903, 0.70533619, 0.70921335, + 0.7130905 , 0.71696766, 0.72084481, 0.72472197, 0.72859912, + 0.73247628, 0.73635343, 0.74023059, 0.74410774, 0.7479849 , + 0.75186205, 0.75573921, 0.75961637, 0.76349352, 0.76737068, + 0.77124783, 0.77512499, 0.77900214, 0.7828793 , 0.78675645, + 0.79063361, 0.79451076, 0.79838792, 0.80226507, 0.80614223, + 0.81001939, 0.81389654, 0.8177737 , 0.82165085, 0.82552801, + 0.82940516, 0.83328232, 0.83715947, 0.84103663, 0.84491378, + 0.84879094, 0.8526681 , 0.85654525, 0.86042241, 0.86429956, + 0.86817672, 0.87205387, 0.87593103, 0.87980818, 0.88368534, + 0.88756249, 0.89143965, 0.8953168 , 0.89919396, 0.90307112, + 0.90694827, 0.91082543, 0.91470258, 0.91857974, 0.92245689, + 0.92633405, 0.9302112 , 0.93408836, 0.93796551, 0.94184267, + 0.94571982, 0.94959698, 0.95347414, 0.95735129, 0.96122845, + 0.9651056 , 0.96898276, 0.97285991, 0.97673707, 0.98061422, + 0.98449138, 0.98836853, 0.99224569, 0.99612284, 1. ]), array([ 0.62626263, 0.63003775, 0.63381288, 0.637588 , 0.64136313, + 0.64513825, 0.64891338, 0.6526885 , 0.65646363, 0.66023875, + 0.66401388, 0.667789 , 0.67156413, 0.67533925, 0.67911438, + 0.6828895 , 0.68666463, 0.69043975, 0.69421488, 0.69799 , + 0.70176513, 0.70554025, 0.70931538, 0.7130905 , 0.71686563, + 0.72064075, 0.72441588, 0.728191 , 0.73196613, 0.73574125, + 0.73951638, 0.7432915 , 0.74706663, 0.75084175, 0.75461688, + 0.758392 , 0.76216713, 0.76594225, 0.76971738, 0.7734925 , + 0.77726763, 0.78104275, 0.78481788, 0.788593 , 0.79236813, + 0.79614325, 0.79991838, 0.8036935 , 0.80746863, 0.81124375, + 0.81501888, 0.818794 , 0.82256913, 0.82634425, 0.83011938, + 0.8338945 , 0.83766963, 0.84144475, 0.84521988, 0.848995 , + 0.85277013, 0.85654525, 0.86032038, 0.8640955 , 0.86787063, + 0.87164575, 0.87542088, 0.879196 , 0.88297113, 0.88674625, + 0.89052138, 0.8942965 , 0.89807163, 0.90184675, 0.90562188, + 0.909397 , 0.91317213, 0.91694725, 0.92072238, 0.9244975 , + 0.92827263, 0.93204775, 0.93582288, 0.939598 , 0.94337313, + 0.94714825, 0.95092338, 0.9546985 , 0.95847363, 0.96224875, + 0.96602388, 0.969799 , 0.97357413, 0.97734925, 0.98112438, + 0.9848995 , 0.98867463, 0.99244975, 0.99622488, 1. ]), array([ 0.63636364, 0.64003673, 0.64370983, 0.64738292, 0.65105601, + 0.65472911, 0.6584022 , 0.6620753 , 0.66574839, 0.66942149, + 0.67309458, 0.67676768, 0.68044077, 0.68411387, 0.68778696, + 0.69146006, 0.69513315, 0.69880624, 0.70247934, 0.70615243, + 0.70982553, 0.71349862, 0.71717172, 0.72084481, 0.72451791, + 0.728191 , 0.7318641 , 0.73553719, 0.73921028, 0.74288338, + 0.74655647, 0.75022957, 0.75390266, 0.75757576, 0.76124885, + 0.76492195, 0.76859504, 0.77226814, 0.77594123, 0.77961433, + 0.78328742, 0.78696051, 0.79063361, 0.7943067 , 0.7979798 , + 0.80165289, 0.80532599, 0.80899908, 0.81267218, 0.81634527, + 0.82001837, 0.82369146, 0.82736455, 0.83103765, 0.83471074, + 0.83838384, 0.84205693, 0.84573003, 0.84940312, 0.85307622, + 0.85674931, 0.86042241, 0.8640955 , 0.8677686 , 0.87144169, + 0.87511478, 0.87878788, 0.88246097, 0.88613407, 0.88980716, + 0.89348026, 0.89715335, 0.90082645, 0.90449954, 0.90817264, + 0.91184573, 0.91551882, 0.91919192, 0.92286501, 0.92653811, + 0.9302112 , 0.9338843 , 0.93755739, 0.94123049, 0.94490358, + 0.94857668, 0.95224977, 0.95592287, 0.95959596, 0.96326905, + 0.96694215, 0.97061524, 0.97428834, 0.97796143, 0.98163453, + 0.98530762, 0.98898072, 0.99265381, 0.99632691, 1. ]), array([ 0.64646465, 0.65003571, 0.65360677, 0.65717784, 0.6607489 , + 0.66431997, 0.66789103, 0.6714621 , 0.67503316, 0.67860422, + 0.68217529, 0.68574635, 0.68931742, 0.69288848, 0.69645954, + 0.70003061, 0.70360167, 0.70717274, 0.7107438 , 0.71431487, + 0.71788593, 0.72145699, 0.72502806, 0.72859912, 0.73217019, + 0.73574125, 0.73931232, 0.74288338, 0.74645444, 0.75002551, + 0.75359657, 0.75716764, 0.7607387 , 0.76430976, 0.76788083, + 0.77145189, 0.77502296, 0.77859402, 0.78216509, 0.78573615, + 0.78930721, 0.79287828, 0.79644934, 0.80002041, 0.80359147, + 0.80716253, 0.8107336 , 0.81430466, 0.81787573, 0.82144679, + 0.82501786, 0.82858892, 0.83215998, 0.83573105, 0.83930211, + 0.84287318, 0.84644424, 0.8500153 , 0.85358637, 0.85715743, + 0.8607285 , 0.86429956, 0.86787063, 0.87144169, 0.87501275, + 0.87858382, 0.88215488, 0.88572595, 0.88929701, 0.89286807, + 0.89643914, 0.9000102 , 0.90358127, 0.90715233, 0.9107234 , + 0.91429446, 0.91786552, 0.92143659, 0.92500765, 0.92857872, + 0.93214978, 0.93572084, 0.93929191, 0.94286297, 0.94643404, + 0.9500051 , 0.95357617, 0.95714723, 0.96071829, 0.96428936, + 0.96786042, 0.97143149, 0.97500255, 0.97857361, 0.98214468, + 0.98571574, 0.98928681, 0.99285787, 0.99642894, 1. ]), array([ 0.65656566, 0.66003469, 0.66350372, 0.66697276, 0.67044179, + 0.67391083, 0.67737986, 0.68084889, 0.68431793, 0.68778696, + 0.69125599, 0.69472503, 0.69819406, 0.7016631 , 0.70513213, + 0.70860116, 0.7120702 , 0.71553923, 0.71900826, 0.7224773 , + 0.72594633, 0.72941537, 0.7328844 , 0.73635343, 0.73982247, + 0.7432915 , 0.74676053, 0.75022957, 0.7536986 , 0.75716764, + 0.76063667, 0.7641057 , 0.76757474, 0.77104377, 0.7745128 , + 0.77798184, 0.78145087, 0.78491991, 0.78838894, 0.79185797, + 0.79532701, 0.79879604, 0.80226507, 0.80573411, 0.80920314, + 0.81267218, 0.81614121, 0.81961024, 0.82307928, 0.82654831, + 0.83001735, 0.83348638, 0.83695541, 0.84042445, 0.84389348, + 0.84736251, 0.85083155, 0.85430058, 0.85776962, 0.86123865, + 0.86470768, 0.86817672, 0.87164575, 0.87511478, 0.87858382, + 0.88205285, 0.88552189, 0.88899092, 0.89245995, 0.89592899, + 0.89939802, 0.90286705, 0.90633609, 0.90980512, 0.91327416, + 0.91674319, 0.92021222, 0.92368126, 0.92715029, 0.93061932, + 0.93408836, 0.93755739, 0.94102643, 0.94449546, 0.94796449, + 0.95143353, 0.95490256, 0.95837159, 0.96184063, 0.96530966, + 0.9687787 , 0.97224773, 0.97571676, 0.9791858 , 0.98265483, + 0.98612386, 0.9895929 , 0.99306193, 0.99653097, 1. ]), array([ 0.66666667, 0.67003367, 0.67340067, 0.67676768, 0.68013468, + 0.68350168, 0.68686869, 0.69023569, 0.69360269, 0.6969697 , + 0.7003367 , 0.7037037 , 0.70707071, 0.71043771, 0.71380471, + 0.71717172, 0.72053872, 0.72390572, 0.72727273, 0.73063973, + 0.73400673, 0.73737374, 0.74074074, 0.74410774, 0.74747475, + 0.75084175, 0.75420875, 0.75757576, 0.76094276, 0.76430976, + 0.76767677, 0.77104377, 0.77441077, 0.77777778, 0.78114478, + 0.78451178, 0.78787879, 0.79124579, 0.79461279, 0.7979798 , + 0.8013468 , 0.8047138 , 0.80808081, 0.81144781, 0.81481481, + 0.81818182, 0.82154882, 0.82491582, 0.82828283, 0.83164983, + 0.83501684, 0.83838384, 0.84175084, 0.84511785, 0.84848485, + 0.85185185, 0.85521886, 0.85858586, 0.86195286, 0.86531987, + 0.86868687, 0.87205387, 0.87542088, 0.87878788, 0.88215488, + 0.88552189, 0.88888889, 0.89225589, 0.8956229 , 0.8989899 , + 0.9023569 , 0.90572391, 0.90909091, 0.91245791, 0.91582492, + 0.91919192, 0.92255892, 0.92592593, 0.92929293, 0.93265993, + 0.93602694, 0.93939394, 0.94276094, 0.94612795, 0.94949495, + 0.95286195, 0.95622896, 0.95959596, 0.96296296, 0.96632997, + 0.96969697, 0.97306397, 0.97643098, 0.97979798, 0.98316498, + 0.98653199, 0.98989899, 0.99326599, 0.996633 , 1. ]), array([ 0.67676768, 0.68003265, 0.68329762, 0.6865626 , 0.68982757, + 0.69309254, 0.69635751, 0.69962249, 0.70288746, 0.70615243, + 0.70941741, 0.71268238, 0.71594735, 0.71921233, 0.7224773 , + 0.72574227, 0.72900724, 0.73227222, 0.73553719, 0.73880216, + 0.74206714, 0.74533211, 0.74859708, 0.75186205, 0.75512703, + 0.758392 , 0.76165697, 0.76492195, 0.76818692, 0.77145189, + 0.77471687, 0.77798184, 0.78124681, 0.78451178, 0.78777676, + 0.79104173, 0.7943067 , 0.79757168, 0.80083665, 0.80410162, + 0.8073666 , 0.81063157, 0.81389654, 0.81716151, 0.82042649, + 0.82369146, 0.82695643, 0.83022141, 0.83348638, 0.83675135, + 0.84001632, 0.8432813 , 0.84654627, 0.84981124, 0.85307622, + 0.85634119, 0.85960616, 0.86287114, 0.86613611, 0.86940108, + 0.87266605, 0.87593103, 0.879196 , 0.88246097, 0.88572595, + 0.88899092, 0.89225589, 0.89552087, 0.89878584, 0.90205081, + 0.90531578, 0.90858076, 0.91184573, 0.9151107 , 0.91837568, + 0.92164065, 0.92490562, 0.92817059, 0.93143557, 0.93470054, + 0.93796551, 0.94123049, 0.94449546, 0.94776043, 0.95102541, + 0.95429038, 0.95755535, 0.96082032, 0.9640853 , 0.96735027, + 0.97061524, 0.97388022, 0.97714519, 0.98041016, 0.98367514, + 0.98694011, 0.99020508, 0.99347005, 0.99673503, 1. ]), array([ 0.68686869, 0.69003163, 0.69319457, 0.69635751, 0.69952046, + 0.7026834 , 0.70584634, 0.70900928, 0.71217223, 0.71533517, + 0.71849811, 0.72166105, 0.724824 , 0.72798694, 0.73114988, + 0.73431283, 0.73747577, 0.74063871, 0.74380165, 0.7469646 , + 0.75012754, 0.75329048, 0.75645342, 0.75961637, 0.76277931, + 0.76594225, 0.76910519, 0.77226814, 0.77543108, 0.77859402, + 0.78175696, 0.78491991, 0.78808285, 0.79124579, 0.79440873, + 0.79757168, 0.80073462, 0.80389756, 0.8070605 , 0.81022345, + 0.81338639, 0.81654933, 0.81971227, 0.82287522, 0.82603816, + 0.8292011 , 0.83236404, 0.83552699, 0.83868993, 0.84185287, + 0.84501581, 0.84817876, 0.8513417 , 0.85450464, 0.85766758, + 0.86083053, 0.86399347, 0.86715641, 0.87031936, 0.8734823 , + 0.87664524, 0.87980818, 0.88297113, 0.88613407, 0.88929701, + 0.89245995, 0.8956229 , 0.89878584, 0.90194878, 0.90511172, + 0.90827467, 0.91143761, 0.91460055, 0.91776349, 0.92092644, + 0.92408938, 0.92725232, 0.93041526, 0.93357821, 0.93674115, + 0.93990409, 0.94306703, 0.94622998, 0.94939292, 0.95255586, + 0.9557188 , 0.95888175, 0.96204469, 0.96520763, 0.96837057, + 0.97153352, 0.97469646, 0.9778594 , 0.98102234, 0.98418529, + 0.98734823, 0.99051117, 0.99367411, 0.99683706, 1. ]), array([ 0.6969697 , 0.70003061, 0.70309152, 0.70615243, 0.70921335, + 0.71227426, 0.71533517, 0.71839608, 0.72145699, 0.72451791, + 0.72757882, 0.73063973, 0.73370064, 0.73676155, 0.73982247, + 0.74288338, 0.74594429, 0.7490052 , 0.75206612, 0.75512703, + 0.75818794, 0.76124885, 0.76430976, 0.76737068, 0.77043159, + 0.7734925 , 0.77655341, 0.77961433, 0.78267524, 0.78573615, + 0.78879706, 0.79185797, 0.79491889, 0.7979798 , 0.80104071, + 0.80410162, 0.80716253, 0.81022345, 0.81328436, 0.81634527, + 0.81940618, 0.8224671 , 0.82552801, 0.82858892, 0.83164983, + 0.83471074, 0.83777166, 0.84083257, 0.84389348, 0.84695439, + 0.8500153 , 0.85307622, 0.85613713, 0.85919804, 0.86225895, + 0.86531987, 0.86838078, 0.87144169, 0.8745026 , 0.87756351, + 0.88062443, 0.88368534, 0.88674625, 0.88980716, 0.89286807, + 0.89592899, 0.8989899 , 0.90205081, 0.90511172, 0.90817264, + 0.91123355, 0.91429446, 0.91735537, 0.92041628, 0.9234772 , + 0.92653811, 0.92959902, 0.93265993, 0.93572084, 0.93878176, + 0.94184267, 0.94490358, 0.94796449, 0.95102541, 0.95408632, + 0.95714723, 0.96020814, 0.96326905, 0.96632997, 0.96939088, + 0.97245179, 0.9755127 , 0.97857361, 0.98163453, 0.98469544, + 0.98775635, 0.99081726, 0.99387818, 0.99693909, 1. ]), array([ 0.70707071, 0.71002959, 0.71298847, 0.71594735, 0.71890623, + 0.72186512, 0.724824 , 0.72778288, 0.73074176, 0.73370064, + 0.73665952, 0.73961841, 0.74257729, 0.74553617, 0.74849505, + 0.75145393, 0.75441282, 0.7573717 , 0.76033058, 0.76328946, + 0.76624834, 0.76920722, 0.77216611, 0.77512499, 0.77808387, + 0.78104275, 0.78400163, 0.78696051, 0.7899194 , 0.79287828, + 0.79583716, 0.79879604, 0.80175492, 0.8047138 , 0.80767269, + 0.81063157, 0.81359045, 0.81654933, 0.81950821, 0.8224671 , + 0.82542598, 0.82838486, 0.83134374, 0.83430262, 0.8372615 , + 0.84022039, 0.84317927, 0.84613815, 0.84909703, 0.85205591, + 0.85501479, 0.85797368, 0.86093256, 0.86389144, 0.86685032, + 0.8698092 , 0.87276808, 0.87572697, 0.87868585, 0.88164473, + 0.88460361, 0.88756249, 0.89052138, 0.89348026, 0.89643914, + 0.89939802, 0.9023569 , 0.90531578, 0.90827467, 0.91123355, + 0.91419243, 0.91715131, 0.92011019, 0.92306907, 0.92602796, + 0.92898684, 0.93194572, 0.9349046 , 0.93786348, 0.94082237, + 0.94378125, 0.94674013, 0.94969901, 0.95265789, 0.95561677, + 0.95857566, 0.96153454, 0.96449342, 0.9674523 , 0.97041118, + 0.97337006, 0.97632895, 0.97928783, 0.98224671, 0.98520559, + 0.98816447, 0.99112335, 0.99408224, 0.99704112, 1. ]), array([ 0.71717172, 0.72002857, 0.72288542, 0.72574227, 0.72859912, + 0.73145597, 0.73431283, 0.73716968, 0.74002653, 0.74288338, + 0.74574023, 0.74859708, 0.75145393, 0.75431078, 0.75716764, + 0.76002449, 0.76288134, 0.76573819, 0.76859504, 0.77145189, + 0.77430874, 0.7771656 , 0.78002245, 0.7828793 , 0.78573615, + 0.788593 , 0.79144985, 0.7943067 , 0.79716355, 0.80002041, + 0.80287726, 0.80573411, 0.80859096, 0.81144781, 0.81430466, + 0.81716151, 0.82001837, 0.82287522, 0.82573207, 0.82858892, + 0.83144577, 0.83430262, 0.83715947, 0.84001632, 0.84287318, + 0.84573003, 0.84858688, 0.85144373, 0.85430058, 0.85715743, + 0.86001428, 0.86287114, 0.86572799, 0.86858484, 0.87144169, + 0.87429854, 0.87715539, 0.88001224, 0.88286909, 0.88572595, + 0.8885828 , 0.89143965, 0.8942965 , 0.89715335, 0.9000102 , + 0.90286705, 0.90572391, 0.90858076, 0.91143761, 0.91429446, + 0.91715131, 0.92000816, 0.92286501, 0.92572187, 0.92857872, + 0.93143557, 0.93429242, 0.93714927, 0.94000612, 0.94286297, + 0.94571982, 0.94857668, 0.95143353, 0.95429038, 0.95714723, + 0.96000408, 0.96286093, 0.96571778, 0.96857464, 0.97143149, + 0.97428834, 0.97714519, 0.98000204, 0.98285889, 0.98571574, + 0.98857259, 0.99142945, 0.9942863 , 0.99714315, 1. ]), array([ 0.72727273, 0.73002755, 0.73278237, 0.73553719, 0.73829201, + 0.74104683, 0.74380165, 0.74655647, 0.74931129, 0.75206612, + 0.75482094, 0.75757576, 0.76033058, 0.7630854 , 0.76584022, + 0.76859504, 0.77134986, 0.77410468, 0.7768595 , 0.77961433, + 0.78236915, 0.78512397, 0.78787879, 0.79063361, 0.79338843, + 0.79614325, 0.79889807, 0.80165289, 0.80440771, 0.80716253, + 0.80991736, 0.81267218, 0.815427 , 0.81818182, 0.82093664, + 0.82369146, 0.82644628, 0.8292011 , 0.83195592, 0.83471074, + 0.83746556, 0.84022039, 0.84297521, 0.84573003, 0.84848485, + 0.85123967, 0.85399449, 0.85674931, 0.85950413, 0.86225895, + 0.86501377, 0.8677686 , 0.87052342, 0.87327824, 0.87603306, + 0.87878788, 0.8815427 , 0.88429752, 0.88705234, 0.88980716, + 0.89256198, 0.8953168 , 0.89807163, 0.90082645, 0.90358127, + 0.90633609, 0.90909091, 0.91184573, 0.91460055, 0.91735537, + 0.92011019, 0.92286501, 0.92561983, 0.92837466, 0.93112948, + 0.9338843 , 0.93663912, 0.93939394, 0.94214876, 0.94490358, + 0.9476584 , 0.95041322, 0.95316804, 0.95592287, 0.95867769, + 0.96143251, 0.96418733, 0.96694215, 0.96969697, 0.97245179, + 0.97520661, 0.97796143, 0.98071625, 0.98347107, 0.9862259 , + 0.98898072, 0.99173554, 0.99449036, 0.99724518, 1. ]), array([ 0.73737374, 0.74002653, 0.74267932, 0.74533211, 0.7479849 , + 0.75063769, 0.75329048, 0.75594327, 0.75859606, 0.76124885, + 0.76390164, 0.76655443, 0.76920722, 0.77186001, 0.7745128 , + 0.7771656 , 0.77981839, 0.78247118, 0.78512397, 0.78777676, + 0.79042955, 0.79308234, 0.79573513, 0.79838792, 0.80104071, + 0.8036935 , 0.80634629, 0.80899908, 0.81165187, 0.81430466, + 0.81695745, 0.81961024, 0.82226303, 0.82491582, 0.82756862, + 0.83022141, 0.8328742 , 0.83552699, 0.83817978, 0.84083257, + 0.84348536, 0.84613815, 0.84879094, 0.85144373, 0.85409652, + 0.85674931, 0.8594021 , 0.86205489, 0.86470768, 0.86736047, + 0.87001326, 0.87266605, 0.87531885, 0.87797164, 0.88062443, + 0.88327722, 0.88593001, 0.8885828 , 0.89123559, 0.89388838, + 0.89654117, 0.89919396, 0.90184675, 0.90449954, 0.90715233, + 0.90980512, 0.91245791, 0.9151107 , 0.91776349, 0.92041628, + 0.92306907, 0.92572187, 0.92837466, 0.93102745, 0.93368024, + 0.93633303, 0.93898582, 0.94163861, 0.9442914 , 0.94694419, + 0.94959698, 0.95224977, 0.95490256, 0.95755535, 0.96020814, + 0.96286093, 0.96551372, 0.96816651, 0.9708193 , 0.97347209, + 0.97612489, 0.97877768, 0.98143047, 0.98408326, 0.98673605, + 0.98938884, 0.99204163, 0.99469442, 0.99734721, 1. ]), array([ 0.74747475, 0.75002551, 0.75257627, 0.75512703, 0.75767779, + 0.76022855, 0.76277931, 0.76533007, 0.76788083, 0.77043159, + 0.77298235, 0.77553311, 0.77808387, 0.78063463, 0.78318539, + 0.78573615, 0.78828691, 0.79083767, 0.79338843, 0.79593919, + 0.79848995, 0.80104071, 0.80359147, 0.80614223, 0.80869299, + 0.81124375, 0.81379451, 0.81634527, 0.81889603, 0.82144679, + 0.82399755, 0.82654831, 0.82909907, 0.83164983, 0.83420059, + 0.83675135, 0.83930211, 0.84185287, 0.84440363, 0.84695439, + 0.84950515, 0.85205591, 0.85460667, 0.85715743, 0.85970819, + 0.86225895, 0.86480971, 0.86736047, 0.86991123, 0.87246199, + 0.87501275, 0.87756351, 0.88011427, 0.88266503, 0.88521579, + 0.88776655, 0.89031731, 0.89286807, 0.89541883, 0.89796959, + 0.90052036, 0.90307112, 0.90562188, 0.90817264, 0.9107234 , + 0.91327416, 0.91582492, 0.91837568, 0.92092644, 0.9234772 , + 0.92602796, 0.92857872, 0.93112948, 0.93368024, 0.936231 , + 0.93878176, 0.94133252, 0.94388328, 0.94643404, 0.9489848 , + 0.95153556, 0.95408632, 0.95663708, 0.95918784, 0.9617386 , + 0.96428936, 0.96684012, 0.96939088, 0.97194164, 0.9744924 , + 0.97704316, 0.97959392, 0.98214468, 0.98469544, 0.9872462 , + 0.98979696, 0.99234772, 0.99489848, 0.99744924, 1. ]), array([ 0.75757576, 0.76002449, 0.76247322, 0.76492195, 0.76737068, + 0.76981941, 0.77226814, 0.77471687, 0.7771656 , 0.77961433, + 0.78206305, 0.78451178, 0.78696051, 0.78940924, 0.79185797, + 0.7943067 , 0.79675543, 0.79920416, 0.80165289, 0.80410162, + 0.80655035, 0.80899908, 0.81144781, 0.81389654, 0.81634527, + 0.818794 , 0.82124273, 0.82369146, 0.82614019, 0.82858892, + 0.83103765, 0.83348638, 0.83593511, 0.83838384, 0.84083257, + 0.8432813 , 0.84573003, 0.84817876, 0.85062749, 0.85307622, + 0.85552495, 0.85797368, 0.86042241, 0.86287114, 0.86531987, + 0.8677686 , 0.87021732, 0.87266605, 0.87511478, 0.87756351, + 0.88001224, 0.88246097, 0.8849097 , 0.88735843, 0.88980716, + 0.89225589, 0.89470462, 0.89715335, 0.89960208, 0.90205081, + 0.90449954, 0.90694827, 0.909397 , 0.91184573, 0.91429446, + 0.91674319, 0.91919192, 0.92164065, 0.92408938, 0.92653811, + 0.92898684, 0.93143557, 0.9338843 , 0.93633303, 0.93878176, + 0.94123049, 0.94367922, 0.94612795, 0.94857668, 0.95102541, + 0.95347414, 0.95592287, 0.95837159, 0.96082032, 0.96326905, + 0.96571778, 0.96816651, 0.97061524, 0.97306397, 0.9755127 , + 0.97796143, 0.98041016, 0.98285889, 0.98530762, 0.98775635, + 0.99020508, 0.99265381, 0.99510254, 0.99755127, 1. ]), array([ 0.76767677, 0.77002347, 0.77237017, 0.77471687, 0.77706356, + 0.77941026, 0.78175696, 0.78410366, 0.78645036, 0.78879706, + 0.79114376, 0.79349046, 0.79583716, 0.79818386, 0.80053056, + 0.80287726, 0.80522396, 0.80757066, 0.80991736, 0.81226405, + 0.81461075, 0.81695745, 0.81930415, 0.82165085, 0.82399755, + 0.82634425, 0.82869095, 0.83103765, 0.83338435, 0.83573105, + 0.83807775, 0.84042445, 0.84277115, 0.84511785, 0.84746454, + 0.84981124, 0.85215794, 0.85450464, 0.85685134, 0.85919804, + 0.86154474, 0.86389144, 0.86623814, 0.86858484, 0.87093154, + 0.87327824, 0.87562494, 0.87797164, 0.88031833, 0.88266503, + 0.88501173, 0.88735843, 0.88970513, 0.89205183, 0.89439853, + 0.89674523, 0.89909193, 0.90143863, 0.90378533, 0.90613203, + 0.90847873, 0.91082543, 0.91317213, 0.91551882, 0.91786552, + 0.92021222, 0.92255892, 0.92490562, 0.92725232, 0.92959902, + 0.93194572, 0.93429242, 0.93663912, 0.93898582, 0.94133252, + 0.94367922, 0.94602592, 0.94837262, 0.95071931, 0.95306601, + 0.95541271, 0.95775941, 0.96010611, 0.96245281, 0.96479951, + 0.96714621, 0.96949291, 0.97183961, 0.97418631, 0.97653301, + 0.97887971, 0.98122641, 0.9835731 , 0.9859198 , 0.9882665 , + 0.9906132 , 0.9929599 , 0.9953066 , 0.9976533 , 1. ]), array([ 0.77777778, 0.78002245, 0.78226712, 0.78451178, 0.78675645, + 0.78900112, 0.79124579, 0.79349046, 0.79573513, 0.7979798 , + 0.80022447, 0.80246914, 0.8047138 , 0.80695847, 0.80920314, + 0.81144781, 0.81369248, 0.81593715, 0.81818182, 0.82042649, + 0.82267116, 0.82491582, 0.82716049, 0.82940516, 0.83164983, + 0.8338945 , 0.83613917, 0.83838384, 0.84062851, 0.84287318, + 0.84511785, 0.84736251, 0.84960718, 0.85185185, 0.85409652, + 0.85634119, 0.85858586, 0.86083053, 0.8630752 , 0.86531987, + 0.86756453, 0.8698092 , 0.87205387, 0.87429854, 0.87654321, + 0.87878788, 0.88103255, 0.88327722, 0.88552189, 0.88776655, + 0.89001122, 0.89225589, 0.89450056, 0.89674523, 0.8989899 , + 0.90123457, 0.90347924, 0.90572391, 0.90796857, 0.91021324, + 0.91245791, 0.91470258, 0.91694725, 0.91919192, 0.92143659, + 0.92368126, 0.92592593, 0.92817059, 0.93041526, 0.93265993, + 0.9349046 , 0.93714927, 0.93939394, 0.94163861, 0.94388328, + 0.94612795, 0.94837262, 0.95061728, 0.95286195, 0.95510662, + 0.95735129, 0.95959596, 0.96184063, 0.9640853 , 0.96632997, + 0.96857464, 0.9708193 , 0.97306397, 0.97530864, 0.97755331, + 0.97979798, 0.98204265, 0.98428732, 0.98653199, 0.98877666, + 0.99102132, 0.99326599, 0.99551066, 0.99775533, 1. ]), array([ 0.78787879, 0.79002143, 0.79216406, 0.7943067 , 0.79644934, + 0.79859198, 0.80073462, 0.80287726, 0.8050199 , 0.80716253, + 0.80930517, 0.81144781, 0.81359045, 0.81573309, 0.81787573, + 0.82001837, 0.822161 , 0.82430364, 0.82644628, 0.82858892, + 0.83073156, 0.8328742 , 0.83501684, 0.83715947, 0.83930211, + 0.84144475, 0.84358739, 0.84573003, 0.84787267, 0.8500153 , + 0.85215794, 0.85430058, 0.85644322, 0.85858586, 0.8607285 , + 0.86287114, 0.86501377, 0.86715641, 0.86929905, 0.87144169, + 0.87358433, 0.87572697, 0.87786961, 0.88001224, 0.88215488, + 0.88429752, 0.88644016, 0.8885828 , 0.89072544, 0.89286807, + 0.89501071, 0.89715335, 0.89929599, 0.90143863, 0.90358127, + 0.90572391, 0.90786654, 0.91000918, 0.91215182, 0.91429446, + 0.9164371 , 0.91857974, 0.92072238, 0.92286501, 0.92500765, + 0.92715029, 0.92929293, 0.93143557, 0.93357821, 0.93572084, + 0.93786348, 0.94000612, 0.94214876, 0.9442914 , 0.94643404, + 0.94857668, 0.95071931, 0.95286195, 0.95500459, 0.95714723, + 0.95928987, 0.96143251, 0.96357515, 0.96571778, 0.96786042, + 0.97000306, 0.9721457 , 0.97428834, 0.97643098, 0.97857361, + 0.98071625, 0.98285889, 0.98500153, 0.98714417, 0.98928681, + 0.99142945, 0.99357208, 0.99571472, 0.99785736, 1. ]), array([ 0.7979798 , 0.80002041, 0.80206101, 0.80410162, 0.80614223, + 0.80818284, 0.81022345, 0.81226405, 0.81430466, 0.81634527, + 0.81838588, 0.82042649, 0.8224671 , 0.8245077 , 0.82654831, + 0.82858892, 0.83062953, 0.83267014, 0.83471074, 0.83675135, + 0.83879196, 0.84083257, 0.84287318, 0.84491378, 0.84695439, + 0.848995 , 0.85103561, 0.85307622, 0.85511682, 0.85715743, + 0.85919804, 0.86123865, 0.86327926, 0.86531987, 0.86736047, + 0.86940108, 0.87144169, 0.8734823 , 0.87552291, 0.87756351, + 0.87960412, 0.88164473, 0.88368534, 0.88572595, 0.88776655, + 0.88980716, 0.89184777, 0.89388838, 0.89592899, 0.89796959, + 0.9000102 , 0.90205081, 0.90409142, 0.90613203, 0.90817264, + 0.91021324, 0.91225385, 0.91429446, 0.91633507, 0.91837568, + 0.92041628, 0.92245689, 0.9244975 , 0.92653811, 0.92857872, + 0.93061932, 0.93265993, 0.93470054, 0.93674115, 0.93878176, + 0.94082237, 0.94286297, 0.94490358, 0.94694419, 0.9489848 , + 0.95102541, 0.95306601, 0.95510662, 0.95714723, 0.95918784, + 0.96122845, 0.96326905, 0.96530966, 0.96735027, 0.96939088, + 0.97143149, 0.97347209, 0.9755127 , 0.97755331, 0.97959392, + 0.98163453, 0.98367514, 0.98571574, 0.98775635, 0.98979696, + 0.99183757, 0.99387818, 0.99591878, 0.99795939, 1. ]), array([ 0.80808081, 0.81001939, 0.81195796, 0.81389654, 0.81583512, + 0.8177737 , 0.81971227, 0.82165085, 0.82358943, 0.82552801, + 0.82746659, 0.82940516, 0.83134374, 0.83328232, 0.8352209 , + 0.83715947, 0.83909805, 0.84103663, 0.84297521, 0.84491378, + 0.84685236, 0.84879094, 0.85072952, 0.8526681 , 0.85460667, + 0.85654525, 0.85848383, 0.86042241, 0.86236098, 0.86429956, + 0.86623814, 0.86817672, 0.87011529, 0.87205387, 0.87399245, + 0.87593103, 0.87786961, 0.87980818, 0.88174676, 0.88368534, + 0.88562392, 0.88756249, 0.88950107, 0.89143965, 0.89337823, + 0.8953168 , 0.89725538, 0.89919396, 0.90113254, 0.90307112, + 0.90500969, 0.90694827, 0.90888685, 0.91082543, 0.912764 , + 0.91470258, 0.91664116, 0.91857974, 0.92051831, 0.92245689, + 0.92439547, 0.92633405, 0.92827263, 0.9302112 , 0.93214978, + 0.93408836, 0.93602694, 0.93796551, 0.93990409, 0.94184267, + 0.94378125, 0.94571982, 0.9476584 , 0.94959698, 0.95153556, + 0.95347414, 0.95541271, 0.95735129, 0.95928987, 0.96122845, + 0.96316702, 0.9651056 , 0.96704418, 0.96898276, 0.97092133, + 0.97285991, 0.97479849, 0.97673707, 0.97867565, 0.98061422, + 0.9825528 , 0.98449138, 0.98642996, 0.98836853, 0.99030711, + 0.99224569, 0.99418427, 0.99612284, 0.99806142, 1. ]), array([ 0.81818182, 0.82001837, 0.82185491, 0.82369146, 0.82552801, + 0.82736455, 0.8292011 , 0.83103765, 0.8328742 , 0.83471074, + 0.83654729, 0.83838384, 0.84022039, 0.84205693, 0.84389348, + 0.84573003, 0.84756657, 0.84940312, 0.85123967, 0.85307622, + 0.85491276, 0.85674931, 0.85858586, 0.86042241, 0.86225895, + 0.8640955 , 0.86593205, 0.8677686 , 0.86960514, 0.87144169, + 0.87327824, 0.87511478, 0.87695133, 0.87878788, 0.88062443, + 0.88246097, 0.88429752, 0.88613407, 0.88797062, 0.88980716, + 0.89164371, 0.89348026, 0.8953168 , 0.89715335, 0.8989899 , + 0.90082645, 0.90266299, 0.90449954, 0.90633609, 0.90817264, + 0.91000918, 0.91184573, 0.91368228, 0.91551882, 0.91735537, + 0.91919192, 0.92102847, 0.92286501, 0.92470156, 0.92653811, + 0.92837466, 0.9302112 , 0.93204775, 0.9338843 , 0.93572084, + 0.93755739, 0.93939394, 0.94123049, 0.94306703, 0.94490358, + 0.94674013, 0.94857668, 0.95041322, 0.95224977, 0.95408632, + 0.95592287, 0.95775941, 0.95959596, 0.96143251, 0.96326905, + 0.9651056 , 0.96694215, 0.9687787 , 0.97061524, 0.97245179, + 0.97428834, 0.97612489, 0.97796143, 0.97979798, 0.98163453, + 0.98347107, 0.98530762, 0.98714417, 0.98898072, 0.99081726, + 0.99265381, 0.99449036, 0.99632691, 0.99816345, 1. ]), array([ 0.82828283, 0.83001735, 0.83175186, 0.83348638, 0.8352209 , + 0.83695541, 0.83868993, 0.84042445, 0.84215896, 0.84389348, + 0.845628 , 0.84736251, 0.84909703, 0.85083155, 0.85256606, + 0.85430058, 0.8560351 , 0.85776962, 0.85950413, 0.86123865, + 0.86297317, 0.86470768, 0.8664422 , 0.86817672, 0.86991123, + 0.87164575, 0.87338027, 0.87511478, 0.8768493 , 0.87858382, + 0.88031833, 0.88205285, 0.88378737, 0.88552189, 0.8872564 , + 0.88899092, 0.89072544, 0.89245995, 0.89419447, 0.89592899, + 0.8976635 , 0.89939802, 0.90113254, 0.90286705, 0.90460157, + 0.90633609, 0.90807061, 0.90980512, 0.91153964, 0.91327416, + 0.91500867, 0.91674319, 0.91847771, 0.92021222, 0.92194674, + 0.92368126, 0.92541577, 0.92715029, 0.92888481, 0.93061932, + 0.93235384, 0.93408836, 0.93582288, 0.93755739, 0.93929191, + 0.94102643, 0.94276094, 0.94449546, 0.94622998, 0.94796449, + 0.94969901, 0.95143353, 0.95316804, 0.95490256, 0.95663708, + 0.95837159, 0.96010611, 0.96184063, 0.96357515, 0.96530966, + 0.96704418, 0.9687787 , 0.97051321, 0.97224773, 0.97398225, + 0.97571676, 0.97745128, 0.9791858 , 0.98092031, 0.98265483, + 0.98438935, 0.98612386, 0.98785838, 0.9895929 , 0.99132742, + 0.99306193, 0.99479645, 0.99653097, 0.99826548, 1. ]), array([ 0.83838384, 0.84001632, 0.84164881, 0.8432813 , 0.84491378, + 0.84654627, 0.84817876, 0.84981124, 0.85144373, 0.85307622, + 0.8547087 , 0.85634119, 0.85797368, 0.85960616, 0.86123865, + 0.86287114, 0.86450362, 0.86613611, 0.8677686 , 0.86940108, + 0.87103357, 0.87266605, 0.87429854, 0.87593103, 0.87756351, + 0.879196 , 0.88082849, 0.88246097, 0.88409346, 0.88572595, + 0.88735843, 0.88899092, 0.89062341, 0.89225589, 0.89388838, + 0.89552087, 0.89715335, 0.89878584, 0.90041832, 0.90205081, + 0.9036833 , 0.90531578, 0.90694827, 0.90858076, 0.91021324, + 0.91184573, 0.91347822, 0.9151107 , 0.91674319, 0.91837568, + 0.92000816, 0.92164065, 0.92327314, 0.92490562, 0.92653811, + 0.92817059, 0.92980308, 0.93143557, 0.93306805, 0.93470054, + 0.93633303, 0.93796551, 0.939598 , 0.94123049, 0.94286297, + 0.94449546, 0.94612795, 0.94776043, 0.94939292, 0.95102541, + 0.95265789, 0.95429038, 0.95592287, 0.95755535, 0.95918784, + 0.96082032, 0.96245281, 0.9640853 , 0.96571778, 0.96735027, + 0.96898276, 0.97061524, 0.97224773, 0.97388022, 0.9755127 , + 0.97714519, 0.97877768, 0.98041016, 0.98204265, 0.98367514, + 0.98530762, 0.98694011, 0.98857259, 0.99020508, 0.99183757, + 0.99347005, 0.99510254, 0.99673503, 0.99836751, 1. ]), array([ 0.84848485, 0.8500153 , 0.85154576, 0.85307622, 0.85460667, + 0.85613713, 0.85766758, 0.85919804, 0.8607285 , 0.86225895, + 0.86378941, 0.86531987, 0.86685032, 0.86838078, 0.86991123, + 0.87144169, 0.87297215, 0.8745026 , 0.87603306, 0.87756351, + 0.87909397, 0.88062443, 0.88215488, 0.88368534, 0.88521579, + 0.88674625, 0.88827671, 0.88980716, 0.89133762, 0.89286807, + 0.89439853, 0.89592899, 0.89745944, 0.8989899 , 0.90052036, + 0.90205081, 0.90358127, 0.90511172, 0.90664218, 0.90817264, + 0.90970309, 0.91123355, 0.912764 , 0.91429446, 0.91582492, + 0.91735537, 0.91888583, 0.92041628, 0.92194674, 0.9234772 , + 0.92500765, 0.92653811, 0.92806856, 0.92959902, 0.93112948, + 0.93265993, 0.93419039, 0.93572084, 0.9372513 , 0.93878176, + 0.94031221, 0.94184267, 0.94337313, 0.94490358, 0.94643404, + 0.94796449, 0.94949495, 0.95102541, 0.95255586, 0.95408632, + 0.95561677, 0.95714723, 0.95867769, 0.96020814, 0.9617386 , + 0.96326905, 0.96479951, 0.96632997, 0.96786042, 0.96939088, + 0.97092133, 0.97245179, 0.97398225, 0.9755127 , 0.97704316, + 0.97857361, 0.98010407, 0.98163453, 0.98316498, 0.98469544, + 0.9862259 , 0.98775635, 0.98928681, 0.99081726, 0.99234772, + 0.99387818, 0.99540863, 0.99693909, 0.99846954, 1. ]), array([ 0.85858586, 0.86001428, 0.86144271, 0.86287114, 0.86429956, + 0.86572799, 0.86715641, 0.86858484, 0.87001326, 0.87144169, + 0.87287012, 0.87429854, 0.87572697, 0.87715539, 0.87858382, + 0.88001224, 0.88144067, 0.88286909, 0.88429752, 0.88572595, + 0.88715437, 0.8885828 , 0.89001122, 0.89143965, 0.89286807, + 0.8942965 , 0.89572493, 0.89715335, 0.89858178, 0.9000102 , + 0.90143863, 0.90286705, 0.90429548, 0.90572391, 0.90715233, + 0.90858076, 0.91000918, 0.91143761, 0.91286603, 0.91429446, + 0.91572289, 0.91715131, 0.91857974, 0.92000816, 0.92143659, + 0.92286501, 0.92429344, 0.92572187, 0.92715029, 0.92857872, + 0.93000714, 0.93143557, 0.93286399, 0.93429242, 0.93572084, + 0.93714927, 0.9385777 , 0.94000612, 0.94143455, 0.94286297, + 0.9442914 , 0.94571982, 0.94714825, 0.94857668, 0.9500051 , + 0.95143353, 0.95286195, 0.95429038, 0.9557188 , 0.95714723, + 0.95857566, 0.96000408, 0.96143251, 0.96286093, 0.96428936, + 0.96571778, 0.96714621, 0.96857464, 0.97000306, 0.97143149, + 0.97285991, 0.97428834, 0.97571676, 0.97714519, 0.97857361, + 0.98000204, 0.98143047, 0.98285889, 0.98428732, 0.98571574, + 0.98714417, 0.98857259, 0.99000102, 0.99142945, 0.99285787, + 0.9942863 , 0.99571472, 0.99714315, 0.99857157, 1. ]), array([ 0.86868687, 0.87001326, 0.87133966, 0.87266605, 0.87399245, + 0.87531885, 0.87664524, 0.87797164, 0.87929803, 0.88062443, + 0.88195082, 0.88327722, 0.88460361, 0.88593001, 0.8872564 , + 0.8885828 , 0.88990919, 0.89123559, 0.89256198, 0.89388838, + 0.89521477, 0.89654117, 0.89786756, 0.89919396, 0.90052036, + 0.90184675, 0.90317315, 0.90449954, 0.90582594, 0.90715233, + 0.90847873, 0.90980512, 0.91113152, 0.91245791, 0.91378431, + 0.9151107 , 0.9164371 , 0.91776349, 0.91908989, 0.92041628, + 0.92174268, 0.92306907, 0.92439547, 0.92572187, 0.92704826, + 0.92837466, 0.92970105, 0.93102745, 0.93235384, 0.93368024, + 0.93500663, 0.93633303, 0.93765942, 0.93898582, 0.94031221, + 0.94163861, 0.942965 , 0.9442914 , 0.94561779, 0.94694419, + 0.94827058, 0.94959698, 0.95092338, 0.95224977, 0.95357617, + 0.95490256, 0.95622896, 0.95755535, 0.95888175, 0.96020814, + 0.96153454, 0.96286093, 0.96418733, 0.96551372, 0.96684012, + 0.96816651, 0.96949291, 0.9708193 , 0.9721457 , 0.97347209, + 0.97479849, 0.97612489, 0.97745128, 0.97877768, 0.98010407, + 0.98143047, 0.98275686, 0.98408326, 0.98540965, 0.98673605, + 0.98806244, 0.98938884, 0.99071523, 0.99204163, 0.99336802, + 0.99469442, 0.99602081, 0.99734721, 0.9986736 , 1. ]), array([ 0.87878788, 0.88001224, 0.88123661, 0.88246097, 0.88368534, + 0.8849097 , 0.88613407, 0.88735843, 0.8885828 , 0.88980716, + 0.89103153, 0.89225589, 0.89348026, 0.89470462, 0.89592899, + 0.89715335, 0.89837772, 0.89960208, 0.90082645, 0.90205081, + 0.90327518, 0.90449954, 0.90572391, 0.90694827, 0.90817264, + 0.909397 , 0.91062137, 0.91184573, 0.91307009, 0.91429446, + 0.91551882, 0.91674319, 0.91796755, 0.91919192, 0.92041628, + 0.92164065, 0.92286501, 0.92408938, 0.92531374, 0.92653811, + 0.92776247, 0.92898684, 0.9302112 , 0.93143557, 0.93265993, + 0.9338843 , 0.93510866, 0.93633303, 0.93755739, 0.93878176, + 0.94000612, 0.94123049, 0.94245485, 0.94367922, 0.94490358, + 0.94612795, 0.94735231, 0.94857668, 0.94980104, 0.95102541, + 0.95224977, 0.95347414, 0.9546985 , 0.95592287, 0.95714723, + 0.95837159, 0.95959596, 0.96082032, 0.96204469, 0.96326905, + 0.96449342, 0.96571778, 0.96694215, 0.96816651, 0.96939088, + 0.97061524, 0.97183961, 0.97306397, 0.97428834, 0.9755127 , + 0.97673707, 0.97796143, 0.9791858 , 0.98041016, 0.98163453, + 0.98285889, 0.98408326, 0.98530762, 0.98653199, 0.98775635, + 0.98898072, 0.99020508, 0.99142945, 0.99265381, 0.99387818, + 0.99510254, 0.99632691, 0.99755127, 0.99877564, 1. ]), array([ 0.88888889, 0.89001122, 0.89113356, 0.89225589, 0.89337823, + 0.89450056, 0.8956229 , 0.89674523, 0.89786756, 0.8989899 , + 0.90011223, 0.90123457, 0.9023569 , 0.90347924, 0.90460157, + 0.90572391, 0.90684624, 0.90796857, 0.90909091, 0.91021324, + 0.91133558, 0.91245791, 0.91358025, 0.91470258, 0.91582492, + 0.91694725, 0.91806958, 0.91919192, 0.92031425, 0.92143659, + 0.92255892, 0.92368126, 0.92480359, 0.92592593, 0.92704826, + 0.92817059, 0.92929293, 0.93041526, 0.9315376 , 0.93265993, + 0.93378227, 0.9349046 , 0.93602694, 0.93714927, 0.9382716 , + 0.93939394, 0.94051627, 0.94163861, 0.94276094, 0.94388328, + 0.94500561, 0.94612795, 0.94725028, 0.94837262, 0.94949495, + 0.95061728, 0.95173962, 0.95286195, 0.95398429, 0.95510662, + 0.95622896, 0.95735129, 0.95847363, 0.95959596, 0.96071829, + 0.96184063, 0.96296296, 0.9640853 , 0.96520763, 0.96632997, + 0.9674523 , 0.96857464, 0.96969697, 0.9708193 , 0.97194164, + 0.97306397, 0.97418631, 0.97530864, 0.97643098, 0.97755331, + 0.97867565, 0.97979798, 0.98092031, 0.98204265, 0.98316498, + 0.98428732, 0.98540965, 0.98653199, 0.98765432, 0.98877666, + 0.98989899, 0.99102132, 0.99214366, 0.99326599, 0.99438833, + 0.99551066, 0.996633 , 0.99775533, 0.99887767, 1. ]), array([ 0.8989899 , 0.9000102 , 0.90103051, 0.90205081, 0.90307112, + 0.90409142, 0.90511172, 0.90613203, 0.90715233, 0.90817264, + 0.90919294, 0.91021324, 0.91123355, 0.91225385, 0.91327416, + 0.91429446, 0.91531476, 0.91633507, 0.91735537, 0.91837568, + 0.91939598, 0.92041628, 0.92143659, 0.92245689, 0.9234772 , + 0.9244975 , 0.9255178 , 0.92653811, 0.92755841, 0.92857872, + 0.92959902, 0.93061932, 0.93163963, 0.93265993, 0.93368024, + 0.93470054, 0.93572084, 0.93674115, 0.93776145, 0.93878176, + 0.93980206, 0.94082237, 0.94184267, 0.94286297, 0.94388328, + 0.94490358, 0.94592389, 0.94694419, 0.94796449, 0.9489848 , + 0.9500051 , 0.95102541, 0.95204571, 0.95306601, 0.95408632, + 0.95510662, 0.95612693, 0.95714723, 0.95816753, 0.95918784, + 0.96020814, 0.96122845, 0.96224875, 0.96326905, 0.96428936, + 0.96530966, 0.96632997, 0.96735027, 0.96837057, 0.96939088, + 0.97041118, 0.97143149, 0.97245179, 0.97347209, 0.9744924 , + 0.9755127 , 0.97653301, 0.97755331, 0.97857361, 0.97959392, + 0.98061422, 0.98163453, 0.98265483, 0.98367514, 0.98469544, + 0.98571574, 0.98673605, 0.98775635, 0.98877666, 0.98979696, + 0.99081726, 0.99183757, 0.99285787, 0.99387818, 0.99489848, + 0.99591878, 0.99693909, 0.99795939, 0.9989797 , 1. ]), array([ 0.90909091, 0.91000918, 0.91092746, 0.91184573, 0.912764 , + 0.91368228, 0.91460055, 0.91551882, 0.9164371 , 0.91735537, + 0.91827365, 0.91919192, 0.92011019, 0.92102847, 0.92194674, + 0.92286501, 0.92378329, 0.92470156, 0.92561983, 0.92653811, + 0.92745638, 0.92837466, 0.92929293, 0.9302112 , 0.93112948, + 0.93204775, 0.93296602, 0.9338843 , 0.93480257, 0.93572084, + 0.93663912, 0.93755739, 0.93847567, 0.93939394, 0.94031221, + 0.94123049, 0.94214876, 0.94306703, 0.94398531, 0.94490358, + 0.94582185, 0.94674013, 0.9476584 , 0.94857668, 0.94949495, + 0.95041322, 0.9513315 , 0.95224977, 0.95316804, 0.95408632, + 0.95500459, 0.95592287, 0.95684114, 0.95775941, 0.95867769, + 0.95959596, 0.96051423, 0.96143251, 0.96235078, 0.96326905, + 0.96418733, 0.9651056 , 0.96602388, 0.96694215, 0.96786042, + 0.9687787 , 0.96969697, 0.97061524, 0.97153352, 0.97245179, + 0.97337006, 0.97428834, 0.97520661, 0.97612489, 0.97704316, + 0.97796143, 0.97887971, 0.97979798, 0.98071625, 0.98163453, + 0.9825528 , 0.98347107, 0.98438935, 0.98530762, 0.9862259 , + 0.98714417, 0.98806244, 0.98898072, 0.98989899, 0.99081726, + 0.99173554, 0.99265381, 0.99357208, 0.99449036, 0.99540863, + 0.99632691, 0.99724518, 0.99816345, 0.99908173, 1. ]), array([ 0.91919192, 0.92000816, 0.92082441, 0.92164065, 0.92245689, + 0.92327314, 0.92408938, 0.92490562, 0.92572187, 0.92653811, + 0.92735435, 0.92817059, 0.92898684, 0.92980308, 0.93061932, + 0.93143557, 0.93225181, 0.93306805, 0.9338843 , 0.93470054, + 0.93551678, 0.93633303, 0.93714927, 0.93796551, 0.93878176, + 0.939598 , 0.94041424, 0.94123049, 0.94204673, 0.94286297, + 0.94367922, 0.94449546, 0.9453117 , 0.94612795, 0.94694419, + 0.94776043, 0.94857668, 0.94939292, 0.95020916, 0.95102541, + 0.95184165, 0.95265789, 0.95347414, 0.95429038, 0.95510662, + 0.95592287, 0.95673911, 0.95755535, 0.95837159, 0.95918784, + 0.96000408, 0.96082032, 0.96163657, 0.96245281, 0.96326905, + 0.9640853 , 0.96490154, 0.96571778, 0.96653403, 0.96735027, + 0.96816651, 0.96898276, 0.969799 , 0.97061524, 0.97143149, + 0.97224773, 0.97306397, 0.97388022, 0.97469646, 0.9755127 , + 0.97632895, 0.97714519, 0.97796143, 0.97877768, 0.97959392, + 0.98041016, 0.98122641, 0.98204265, 0.98285889, 0.98367514, + 0.98449138, 0.98530762, 0.98612386, 0.98694011, 0.98775635, + 0.98857259, 0.98938884, 0.99020508, 0.99102132, 0.99183757, + 0.99265381, 0.99347005, 0.9942863 , 0.99510254, 0.99591878, + 0.99673503, 0.99755127, 0.99836751, 0.99918376, 1. ]), array([ 0.92929293, 0.93000714, 0.93072135, 0.93143557, 0.93214978, + 0.93286399, 0.93357821, 0.93429242, 0.93500663, 0.93572084, + 0.93643506, 0.93714927, 0.93786348, 0.9385777 , 0.93929191, + 0.94000612, 0.94072033, 0.94143455, 0.94214876, 0.94286297, + 0.94357719, 0.9442914 , 0.94500561, 0.94571982, 0.94643404, + 0.94714825, 0.94786246, 0.94857668, 0.94929089, 0.9500051 , + 0.95071931, 0.95143353, 0.95214774, 0.95286195, 0.95357617, + 0.95429038, 0.95500459, 0.9557188 , 0.95643302, 0.95714723, + 0.95786144, 0.95857566, 0.95928987, 0.96000408, 0.96071829, + 0.96143251, 0.96214672, 0.96286093, 0.96357515, 0.96428936, + 0.96500357, 0.96571778, 0.966432 , 0.96714621, 0.96786042, + 0.96857464, 0.96928885, 0.97000306, 0.97071727, 0.97143149, + 0.9721457 , 0.97285991, 0.97357413, 0.97428834, 0.97500255, + 0.97571676, 0.97643098, 0.97714519, 0.9778594 , 0.97857361, + 0.97928783, 0.98000204, 0.98071625, 0.98143047, 0.98214468, + 0.98285889, 0.9835731 , 0.98428732, 0.98500153, 0.98571574, + 0.98642996, 0.98714417, 0.98785838, 0.98857259, 0.98928681, + 0.99000102, 0.99071523, 0.99142945, 0.99214366, 0.99285787, + 0.99357208, 0.9942863 , 0.99500051, 0.99571472, 0.99642894, + 0.99714315, 0.99785736, 0.99857157, 0.99928579, 1. ]), array([ 0.93939394, 0.94000612, 0.9406183 , 0.94123049, 0.94184267, + 0.94245485, 0.94306703, 0.94367922, 0.9442914 , 0.94490358, + 0.94551576, 0.94612795, 0.94674013, 0.94735231, 0.94796449, + 0.94857668, 0.94918886, 0.94980104, 0.95041322, 0.95102541, + 0.95163759, 0.95224977, 0.95286195, 0.95347414, 0.95408632, + 0.9546985 , 0.95531068, 0.95592287, 0.95653505, 0.95714723, + 0.95775941, 0.95837159, 0.95898378, 0.95959596, 0.96020814, + 0.96082032, 0.96143251, 0.96204469, 0.96265687, 0.96326905, + 0.96388124, 0.96449342, 0.9651056 , 0.96571778, 0.96632997, + 0.96694215, 0.96755433, 0.96816651, 0.9687787 , 0.96939088, + 0.97000306, 0.97061524, 0.97122743, 0.97183961, 0.97245179, + 0.97306397, 0.97367616, 0.97428834, 0.97490052, 0.9755127 , + 0.97612489, 0.97673707, 0.97734925, 0.97796143, 0.97857361, + 0.9791858 , 0.97979798, 0.98041016, 0.98102234, 0.98163453, + 0.98224671, 0.98285889, 0.98347107, 0.98408326, 0.98469544, + 0.98530762, 0.9859198 , 0.98653199, 0.98714417, 0.98775635, + 0.98836853, 0.98898072, 0.9895929 , 0.99020508, 0.99081726, + 0.99142945, 0.99204163, 0.99265381, 0.99326599, 0.99387818, + 0.99449036, 0.99510254, 0.99571472, 0.99632691, 0.99693909, + 0.99755127, 0.99816345, 0.99877564, 0.99938782, 1. ]), array([ 0.94949495, 0.9500051 , 0.95051525, 0.95102541, 0.95153556, + 0.95204571, 0.95255586, 0.95306601, 0.95357617, 0.95408632, + 0.95459647, 0.95510662, 0.95561677, 0.95612693, 0.95663708, + 0.95714723, 0.95765738, 0.95816753, 0.95867769, 0.95918784, + 0.95969799, 0.96020814, 0.96071829, 0.96122845, 0.9617386 , + 0.96224875, 0.9627589 , 0.96326905, 0.96377921, 0.96428936, + 0.96479951, 0.96530966, 0.96581981, 0.96632997, 0.96684012, + 0.96735027, 0.96786042, 0.96837057, 0.96888073, 0.96939088, + 0.96990103, 0.97041118, 0.97092133, 0.97143149, 0.97194164, + 0.97245179, 0.97296194, 0.97347209, 0.97398225, 0.9744924 , + 0.97500255, 0.9755127 , 0.97602285, 0.97653301, 0.97704316, + 0.97755331, 0.97806346, 0.97857361, 0.97908377, 0.97959392, + 0.98010407, 0.98061422, 0.98112438, 0.98163453, 0.98214468, + 0.98265483, 0.98316498, 0.98367514, 0.98418529, 0.98469544, + 0.98520559, 0.98571574, 0.9862259 , 0.98673605, 0.9872462 , + 0.98775635, 0.9882665 , 0.98877666, 0.98928681, 0.98979696, + 0.99030711, 0.99081726, 0.99132742, 0.99183757, 0.99234772, + 0.99285787, 0.99336802, 0.99387818, 0.99438833, 0.99489848, + 0.99540863, 0.99591878, 0.99642894, 0.99693909, 0.99744924, + 0.99795939, 0.99846954, 0.9989797 , 0.99948985, 1. ]), array([ 0.95959596, 0.96000408, 0.9604122 , 0.96082032, 0.96122845, + 0.96163657, 0.96204469, 0.96245281, 0.96286093, 0.96326905, + 0.96367718, 0.9640853 , 0.96449342, 0.96490154, 0.96530966, + 0.96571778, 0.96612591, 0.96653403, 0.96694215, 0.96735027, + 0.96775839, 0.96816651, 0.96857464, 0.96898276, 0.96939088, + 0.969799 , 0.97020712, 0.97061524, 0.97102336, 0.97143149, + 0.97183961, 0.97224773, 0.97265585, 0.97306397, 0.97347209, + 0.97388022, 0.97428834, 0.97469646, 0.97510458, 0.9755127 , + 0.97592082, 0.97632895, 0.97673707, 0.97714519, 0.97755331, + 0.97796143, 0.97836955, 0.97877768, 0.9791858 , 0.97959392, + 0.98000204, 0.98041016, 0.98081828, 0.98122641, 0.98163453, + 0.98204265, 0.98245077, 0.98285889, 0.98326701, 0.98367514, + 0.98408326, 0.98449138, 0.9848995 , 0.98530762, 0.98571574, + 0.98612386, 0.98653199, 0.98694011, 0.98734823, 0.98775635, + 0.98816447, 0.98857259, 0.98898072, 0.98938884, 0.98979696, + 0.99020508, 0.9906132 , 0.99102132, 0.99142945, 0.99183757, + 0.99224569, 0.99265381, 0.99306193, 0.99347005, 0.99387818, + 0.9942863 , 0.99469442, 0.99510254, 0.99551066, 0.99591878, + 0.99632691, 0.99673503, 0.99714315, 0.99755127, 0.99795939, + 0.99836751, 0.99877564, 0.99918376, 0.99959188, 1. ]), array([ 0.96969697, 0.97000306, 0.97030915, 0.97061524, 0.97092133, + 0.97122743, 0.97153352, 0.97183961, 0.9721457 , 0.97245179, + 0.97275788, 0.97306397, 0.97337006, 0.97367616, 0.97398225, + 0.97428834, 0.97459443, 0.97490052, 0.97520661, 0.9755127 , + 0.97581879, 0.97612489, 0.97643098, 0.97673707, 0.97704316, + 0.97734925, 0.97765534, 0.97796143, 0.97826752, 0.97857361, + 0.97887971, 0.9791858 , 0.97949189, 0.97979798, 0.98010407, + 0.98041016, 0.98071625, 0.98102234, 0.98132844, 0.98163453, + 0.98194062, 0.98224671, 0.9825528 , 0.98285889, 0.98316498, + 0.98347107, 0.98377717, 0.98408326, 0.98438935, 0.98469544, + 0.98500153, 0.98530762, 0.98561371, 0.9859198 , 0.9862259 , + 0.98653199, 0.98683808, 0.98714417, 0.98745026, 0.98775635, + 0.98806244, 0.98836853, 0.98867463, 0.98898072, 0.98928681, + 0.9895929 , 0.98989899, 0.99020508, 0.99051117, 0.99081726, + 0.99112335, 0.99142945, 0.99173554, 0.99204163, 0.99234772, + 0.99265381, 0.9929599 , 0.99326599, 0.99357208, 0.99387818, + 0.99418427, 0.99449036, 0.99479645, 0.99510254, 0.99540863, + 0.99571472, 0.99602081, 0.99632691, 0.996633 , 0.99693909, + 0.99724518, 0.99755127, 0.99785736, 0.99816345, 0.99846954, + 0.99877564, 0.99908173, 0.99938782, 0.99969391, 1. ]), array([ 0.97979798, 0.98000204, 0.9802061 , 0.98041016, 0.98061422, + 0.98081828, 0.98102234, 0.98122641, 0.98143047, 0.98163453, + 0.98183859, 0.98204265, 0.98224671, 0.98245077, 0.98265483, + 0.98285889, 0.98306295, 0.98326701, 0.98347107, 0.98367514, + 0.9838792 , 0.98408326, 0.98428732, 0.98449138, 0.98469544, + 0.9848995 , 0.98510356, 0.98530762, 0.98551168, 0.98571574, + 0.9859198 , 0.98612386, 0.98632793, 0.98653199, 0.98673605, + 0.98694011, 0.98714417, 0.98734823, 0.98755229, 0.98775635, + 0.98796041, 0.98816447, 0.98836853, 0.98857259, 0.98877666, + 0.98898072, 0.98918478, 0.98938884, 0.9895929 , 0.98979696, + 0.99000102, 0.99020508, 0.99040914, 0.9906132 , 0.99081726, + 0.99102132, 0.99122539, 0.99142945, 0.99163351, 0.99183757, + 0.99204163, 0.99224569, 0.99244975, 0.99265381, 0.99285787, + 0.99306193, 0.99326599, 0.99347005, 0.99367411, 0.99387818, + 0.99408224, 0.9942863 , 0.99449036, 0.99469442, 0.99489848, + 0.99510254, 0.9953066 , 0.99551066, 0.99571472, 0.99591878, + 0.99612284, 0.99632691, 0.99653097, 0.99673503, 0.99693909, + 0.99714315, 0.99734721, 0.99755127, 0.99775533, 0.99795939, + 0.99816345, 0.99836751, 0.99857157, 0.99877564, 0.9989797 , + 0.99918376, 0.99938782, 0.99959188, 0.99979594, 1. ]), array([ 0.98989899, 0.99000102, 0.99010305, 0.99020508, 0.99030711, + 0.99040914, 0.99051117, 0.9906132 , 0.99071523, 0.99081726, + 0.99091929, 0.99102132, 0.99112335, 0.99122539, 0.99132742, + 0.99142945, 0.99153148, 0.99163351, 0.99173554, 0.99183757, + 0.9919396 , 0.99204163, 0.99214366, 0.99224569, 0.99234772, + 0.99244975, 0.99255178, 0.99265381, 0.99275584, 0.99285787, + 0.9929599 , 0.99306193, 0.99316396, 0.99326599, 0.99336802, + 0.99347005, 0.99357208, 0.99367411, 0.99377615, 0.99387818, + 0.99398021, 0.99408224, 0.99418427, 0.9942863 , 0.99438833, + 0.99449036, 0.99459239, 0.99469442, 0.99479645, 0.99489848, + 0.99500051, 0.99510254, 0.99520457, 0.9953066 , 0.99540863, + 0.99551066, 0.99561269, 0.99571472, 0.99581675, 0.99591878, + 0.99602081, 0.99612284, 0.99622488, 0.99632691, 0.99642894, + 0.99653097, 0.996633 , 0.99673503, 0.99683706, 0.99693909, + 0.99704112, 0.99714315, 0.99724518, 0.99734721, 0.99744924, + 0.99755127, 0.9976533 , 0.99775533, 0.99785736, 0.99795939, + 0.99806142, 0.99816345, 0.99826548, 0.99836751, 0.99846954, + 0.99857157, 0.9986736 , 0.99877564, 0.99887767, 0.9989797 , + 0.99908173, 0.99918376, 0.99928579, 0.99938782, 0.99948985, + 0.99959188, 0.99969391, 0.99979594, 0.99989797, 1. ]), array([ 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., + 1., 1., 1., 1., 1., 1., 1., 1., 1.])] +>>> list(intermediate)[0] +array([ 0. , 0.01010101, 0.02020202, 0.03030303, 0.04040404, + 0.05050505, 0.06060606, 0.07070707, 0.08080808, 0.09090909, + 0.1010101 , 0.11111111, 0.12121212, 0.13131313, 0.14141414, + 0.15151515, 0.16161616, 0.17171717, 0.18181818, 0.19191919, + 0.2020202 , 0.21212121, 0.22222222, 0.23232323, 0.24242424, + 0.25252525, 0.26262626, 0.27272727, 0.28282828, 0.29292929, + 0.3030303 , 0.31313131, 0.32323232, 0.33333333, 0.34343434, + 0.35353535, 0.36363636, 0.37373737, 0.38383838, 0.39393939, + 0.4040404 , 0.41414141, 0.42424242, 0.43434343, 0.44444444, + 0.45454545, 0.46464646, 0.47474747, 0.48484848, 0.49494949, + 0.50505051, 0.51515152, 0.52525253, 0.53535354, 0.54545455, + 0.55555556, 0.56565657, 0.57575758, 0.58585859, 0.5959596 , + 0.60606061, 0.61616162, 0.62626263, 0.63636364, 0.64646465, + 0.65656566, 0.66666667, 0.67676768, 0.68686869, 0.6969697 , + 0.70707071, 0.71717172, 0.72727273, 0.73737374, 0.74747475, + 0.75757576, 0.76767677, 0.77777778, 0.78787879, 0.7979798 , + 0.80808081, 0.81818182, 0.82828283, 0.83838384, 0.84848485, + 0.85858586, 0.86868687, 0.87878788, 0.88888889, 0.8989899 , + 0.90909091, 0.91919192, 0.92929293, 0.93939394, 0.94949495, + 0.95959596, 0.96969697, 0.97979798, 0.98989899, 1. ]) +>>> for i in flatten(intermediate): +Traceback (most recent call last): + File "", line 1, in +TypeError: 'generator' object has no attribute '__getitem__' +>>> for i in flatten(intermediate): +... print i +... +0.0 +0.010101010101 +0.020202020202 +0.030303030303 +0.040404040404 +0.0505050505051 +0.0606060606061 +0.0707070707071 +0.0808080808081 +0.0909090909091 +0.10101010101 +0.111111111111 +0.121212121212 +0.131313131313 +0.141414141414 +0.151515151515 +0.161616161616 +0.171717171717 +0.181818181818 +0.191919191919 +0.20202020202 +0.212121212121 +0.222222222222 +0.232323232323 +0.242424242424 +0.252525252525 +0.262626262626 +0.272727272727 +0.282828282828 +0.292929292929 +0.30303030303 +0.313131313131 +0.323232323232 +0.333333333333 +0.343434343434 +0.353535353535 +0.363636363636 +0.373737373737 +0.383838383838 +0.393939393939 +0.40404040404 +0.414141414141 +0.424242424242 +0.434343434343 +0.444444444444 +0.454545454545 +0.464646464646 +0.474747474747 +0.484848484848 +0.494949494949 +0.505050505051 +0.515151515152 +0.525252525253 +0.535353535354 +0.545454545455 +0.555555555556 +0.565656565657 +0.575757575758 +0.585858585859 +0.59595959596 +0.606060606061 +0.616161616162 +0.626262626263 +0.636363636364 +0.646464646465 +0.656565656566 +0.666666666667 +0.676767676768 +0.686868686869 +0.69696969697 +0.707070707071 +0.717171717172 +0.727272727273 +0.737373737374 +0.747474747475 +0.757575757576 +0.767676767677 +0.777777777778 +0.787878787879 +0.79797979798 +0.808080808081 +0.818181818182 +0.828282828283 +0.838383838384 +0.848484848485 +0.858585858586 +0.868686868687 +0.878787878788 +0.888888888889 +0.89898989899 +0.909090909091 +0.919191919192 +0.929292929293 +0.939393939394 +0.949494949495 +0.959595959596 +0.969696969697 +0.979797979798 +0.989898989899 +1.0 +0.010101010101 +0.020099989797 +0.0300989694929 +0.0400979491889 +0.0500969288848 +0.0600959085808 +0.0700948882767 +0.0800938679727 +0.0900928476686 +0.100091827365 +0.110090807061 +0.120089786756 +0.130088766452 +0.140087746148 +0.150086725844 +0.16008570554 +0.170084685236 +0.180083664932 +0.190082644628 +0.200081624324 +0.21008060402 +0.220079583716 +0.230078563412 +0.240077543108 +0.250076522804 +0.2600755025 +0.270074482196 +0.280073461892 +0.290072441588 +0.300071421284 +0.310070400979 +0.320069380675 +0.330068360371 +0.340067340067 +0.350066319763 +0.360065299459 +0.370064279155 +0.380063258851 +0.390062238547 +0.400061218243 +0.410060197939 +0.420059177635 +0.430058157331 +0.440057137027 +0.450056116723 +0.460055096419 +0.470054076115 +0.480053055811 +0.490052035507 +0.500051015203 +0.510049994898 +0.520048974594 +0.53004795429 +0.540046933986 +0.550045913682 +0.560044893378 +0.570043873074 +0.58004285277 +0.590041832466 +0.600040812162 +0.610039791858 +0.620038771554 +0.63003775125 +0.640036730946 +0.650035710642 +0.660034690338 +0.670033670034 +0.68003264973 +0.690031629426 +0.700030609122 +0.710029588817 +0.720028568513 +0.730027548209 +0.740026527905 +0.750025507601 +0.760024487297 +0.770023466993 +0.780022446689 +0.790021426385 +0.800020406081 +0.810019385777 +0.820018365473 +0.830017345169 +0.840016324865 +0.850015304561 +0.860014284257 +0.870013263953 +0.880012243649 +0.890011223345 +0.900010203041 +0.910009182736 +0.920008162432 +0.930007142128 +0.940006121824 +0.95000510152 +0.960004081216 +0.970003060912 +0.980002040608 +0.990001020304 +1.0 +0.020202020202 +0.0300989694929 +0.0399959187838 +0.0498928680747 +0.0597898173656 +0.0696867666565 +0.0795837159474 +0.0894806652382 +0.0993776145291 +0.10927456382 +0.119171513111 +0.129068462402 +0.138965411693 +0.148862360984 +0.158759310274 +0.168656259565 +0.178553208856 +0.188450158147 +0.198347107438 +0.208244056729 +0.21814100602 +0.228037955311 +0.237934904602 +0.247831853892 +0.257728803183 +0.267625752474 +0.277522701765 +0.287419651056 +0.297316600347 +0.307213549638 +0.317110498929 +0.32700744822 +0.33690439751 +0.346801346801 +0.356698296092 +0.366595245383 +0.376492194674 +0.386389143965 +0.396286093256 +0.406183042547 +0.416079991838 +0.425976941128 +0.435873890419 +0.44577083971 +0.455667789001 +0.465564738292 +0.475461687583 +0.485358636874 +0.495255586165 +0.505152535456 +0.515049484746 +0.524946434037 +0.534843383328 +0.544740332619 +0.55463728191 +0.564534231201 +0.574431180492 +0.584328129783 +0.594225079074 +0.604122028364 +0.614018977655 +0.623915926946 +0.633812876237 +0.643709825528 +0.653606774819 +0.66350372411 +0.673400673401 +0.683297622692 +0.693194571982 +0.703091521273 +0.712988470564 +0.722885419855 +0.732782369146 +0.742679318437 +0.752576267728 +0.762473217019 +0.77237016631 +0.7822671156 +0.792164064891 +0.802061014182 +0.811957963473 +0.821854912764 +0.831751862055 +0.841648811346 +0.851545760637 +0.861442709928 +0.871339659218 +0.881236608509 +0.8911335578 +0.901030507091 +0.910927456382 +0.920824405673 +0.930721354964 +0.940618304255 +0.950515253546 +0.960412202836 +0.970309152127 +0.980206101418 +0.990103050709 +1.0 +0.030303030303 +0.0400979491889 +0.0498928680747 +0.0596877869605 +0.0694827058463 +0.0792776247322 +0.089072543618 +0.0988674625038 +0.10866238139 +0.118457300275 +0.128252219161 +0.138047138047 +0.147842056933 +0.157636975819 +0.167431894705 +0.17722681359 +0.187021732476 +0.196816651362 +0.206611570248 +0.216406489134 +0.22620140802 +0.235996326905 +0.245791245791 +0.255586164677 +0.265381083563 +0.275176002449 +0.284970921335 +0.29476584022 +0.304560759106 +0.314355677992 +0.324150596878 +0.333945515764 +0.34374043465 +0.353535353535 +0.363330272421 +0.373125191307 +0.382920110193 +0.392715029079 +0.402509947964 +0.41230486685 +0.422099785736 +0.431894704622 +0.441689623508 +0.451484542394 +0.461279461279 +0.471074380165 +0.480869299051 +0.490664217937 +0.500459136823 +0.510254055709 +0.520048974594 +0.52984389348 +0.539638812366 +0.549433731252 +0.559228650138 +0.569023569024 +0.578818487909 +0.588613406795 +0.598408325681 +0.608203244567 +0.617998163453 +0.627793082339 +0.637588001224 +0.64738292011 +0.657177838996 +0.666972757882 +0.676767676768 +0.686562595654 +0.696357514539 +0.706152433425 +0.715947352311 +0.725742271197 +0.735537190083 +0.745332108968 +0.755127027854 +0.76492194674 +0.774716865626 +0.784511784512 +0.794306703398 +0.804101622283 +0.813896541169 +0.823691460055 +0.833486378941 +0.843281297827 +0.853076216713 +0.862871135598 +0.872666054484 +0.88246097337 +0.892255892256 +0.902050811142 +0.911845730028 +0.921640648913 +0.931435567799 +0.941230486685 +0.951025405571 +0.960820324457 +0.970615243343 +0.980410162228 +0.990205081114 +1.0 +0.040404040404 +0.0500969288848 +0.0597898173656 +0.0694827058463 +0.0791755943271 +0.0888684828079 +0.0985613712886 +0.108254259769 +0.11794714825 +0.127640036731 +0.137332925212 +0.147025813692 +0.156718702173 +0.166411590654 +0.176104479135 +0.185797367616 +0.195490256096 +0.205183144577 +0.214876033058 +0.224568921539 +0.234261810019 +0.2439546985 +0.253647586981 +0.263340475462 +0.273033363942 +0.282726252423 +0.292419140904 +0.302112029385 +0.311804917866 +0.321497806346 +0.331190694827 +0.340883583308 +0.350576471789 +0.360269360269 +0.36996224875 +0.379655137231 +0.389348025712 +0.399040914192 +0.408733802673 +0.418426691154 +0.428119579635 +0.437812468115 +0.447505356596 +0.457198245077 +0.466891133558 +0.476584022039 +0.486276910519 +0.495969799 +0.505662687481 +0.515355575962 +0.525048464442 +0.534741352923 +0.544434241404 +0.554127129885 +0.563820018365 +0.573512906846 +0.583205795327 +0.592898683808 +0.602591572289 +0.612284460769 +0.62197734925 +0.631670237731 +0.641363126212 +0.651056014692 +0.660748903173 +0.670441791654 +0.680134680135 +0.689827568615 +0.699520457096 +0.709213345577 +0.718906234058 +0.728599122539 +0.738292011019 +0.7479848995 +0.757677787981 +0.767370676462 +0.777063564942 +0.786756453423 +0.796449341904 +0.806142230385 +0.815835118865 +0.825528007346 +0.835220895827 +0.844913784308 +0.854606672788 +0.864299561269 +0.87399244975 +0.883685338231 +0.893378226712 +0.903071115192 +0.912764003673 +0.922456892154 +0.932149780635 +0.941842669115 +0.951535557596 +0.961228446077 +0.970921334558 +0.980614223038 +0.990307111519 +1.0 +0.0505050505051 +0.0600959085808 +0.0696867666565 +0.0792776247322 +0.0888684828079 +0.0984593408836 +0.108050198959 +0.117641057035 +0.127231915111 +0.136822773186 +0.146413631262 +0.156004489338 +0.165595347414 +0.175186205489 +0.184777063565 +0.194367921641 +0.203958779716 +0.213549637792 +0.223140495868 +0.232731353943 +0.242322212019 +0.251913070095 +0.261503928171 +0.271094786246 +0.280685644322 +0.290276502398 +0.299867360473 +0.309458218549 +0.319049076625 +0.328639934701 +0.338230792776 +0.347821650852 +0.357412508928 +0.367003367003 +0.376594225079 +0.386185083155 +0.39577594123 +0.405366799306 +0.414957657382 +0.424548515458 +0.434139373533 +0.443730231609 +0.453321089685 +0.46291194776 +0.472502805836 +0.482093663912 +0.491684521988 +0.501275380063 +0.510866238139 +0.520457096215 +0.53004795429 +0.539638812366 +0.549229670442 +0.558820528517 +0.568411386593 +0.578002244669 +0.587593102745 +0.59718396082 +0.606774818896 +0.616365676972 +0.625956535047 +0.635547393123 +0.645138251199 +0.654729109275 +0.66431996735 +0.673910825426 +0.683501683502 +0.693092541577 +0.702683399653 +0.712274257729 +0.721865115805 +0.73145597388 +0.741046831956 +0.750637690032 +0.760228548107 +0.769819406183 +0.779410264259 +0.789001122334 +0.79859198041 +0.808182838486 +0.817773696562 +0.827364554637 +0.836955412713 +0.846546270789 +0.856137128864 +0.86572798694 +0.875318845016 +0.884909703092 +0.894500561167 +0.904091419243 +0.913682277319 +0.923273135394 +0.93286399347 +0.942454851546 +0.952045709621 +0.961636567697 +0.971227425773 +0.980818283849 +0.990409141924 +1.0 +0.0606060606061 +0.0700948882767 +0.0795837159474 +0.089072543618 +0.0985613712886 +0.108050198959 +0.11753902663 +0.127027854301 +0.136516681971 +0.146005509642 +0.155494337313 +0.164983164983 +0.174471992654 +0.183960820324 +0.193449647995 +0.202938475666 +0.212427303336 +0.221916131007 +0.231404958678 +0.240893786348 +0.250382614019 +0.25987144169 +0.26936026936 +0.278849097031 +0.288337924702 +0.297826752372 +0.307315580043 +0.316804407713 +0.326293235384 +0.335782063055 +0.345270890725 +0.354759718396 +0.364248546067 +0.373737373737 +0.383226201408 +0.392715029079 +0.402203856749 +0.41169268442 +0.421181512091 +0.430670339761 +0.440159167432 +0.449647995103 +0.459136822773 +0.468625650444 +0.478114478114 +0.487603305785 +0.497092133456 +0.506580961126 +0.516069788797 +0.525558616468 +0.535047444138 +0.544536271809 +0.55402509948 +0.56351392715 +0.573002754821 +0.582491582492 +0.591980410162 +0.601469237833 +0.610958065504 +0.620446893174 +0.629935720845 +0.639424548515 +0.648913376186 +0.658402203857 +0.667891031527 +0.677379859198 +0.686868686869 +0.696357514539 +0.70584634221 +0.715335169881 +0.724823997551 +0.734312825222 +0.743801652893 +0.753290480563 +0.762779308234 +0.772268135904 +0.781756963575 +0.791245791246 +0.800734618916 +0.810223446587 +0.819712274258 +0.829201101928 +0.838689929599 +0.84817875727 +0.85766758494 +0.867156412611 +0.876645240282 +0.886134067952 +0.895622895623 +0.905111723294 +0.914600550964 +0.924089378635 +0.933578206305 +0.943067033976 +0.952555861647 +0.962044689317 +0.971533516988 +0.981022344659 +0.990511172329 +1.0 +0.0707070707071 +0.0800938679727 +0.0894806652382 +0.0988674625038 +0.108254259769 +0.117641057035 +0.127027854301 +0.136414651566 +0.145801448832 +0.155188246097 +0.164575043363 +0.173961840629 +0.183348637894 +0.19273543516 +0.202122232425 +0.211509029691 +0.220895826956 +0.230282624222 +0.239669421488 +0.249056218753 +0.258443016019 +0.267829813284 +0.27721661055 +0.286603407816 +0.295990205081 +0.305377002347 +0.314763799612 +0.324150596878 +0.333537394143 +0.342924191409 +0.352310988675 +0.36169778594 +0.371084583206 +0.380471380471 +0.389858177737 +0.399244975003 +0.408631772268 +0.418018569534 +0.427405366799 +0.436792164065 +0.44617896133 +0.455565758596 +0.464952555862 +0.474339353127 +0.483726150393 +0.493112947658 +0.502499744924 +0.51188654219 +0.521273339455 +0.530660136721 +0.540046933986 +0.549433731252 +0.558820528517 +0.568207325783 +0.577594123049 +0.586980920314 +0.59636771758 +0.605754514845 +0.615141312111 +0.624528109377 +0.633914906642 +0.643301703908 +0.652688501173 +0.662075298439 +0.671462095705 +0.68084889297 +0.690235690236 +0.699622487501 +0.709009284767 +0.718396082032 +0.727782879298 +0.737169676564 +0.746556473829 +0.755943271095 +0.76533006836 +0.774716865626 +0.784103662892 +0.793490460157 +0.802877257423 +0.812264054688 +0.821650851954 +0.831037649219 +0.840424446485 +0.849811243751 +0.859198041016 +0.868584838282 +0.877971635547 +0.887358432813 +0.896745230079 +0.906132027344 +0.91551882461 +0.924905621875 +0.934292419141 +0.943679216406 +0.953066013672 +0.962452810938 +0.971839608203 +0.981226405469 +0.990613202734 +1.0 +0.0808080808081 +0.0900928476686 +0.0993776145291 +0.10866238139 +0.11794714825 +0.127231915111 +0.136516681971 +0.145801448832 +0.155086215692 +0.164370982553 +0.173655749413 +0.182940516274 +0.192225283134 +0.201510049995 +0.210794816855 +0.220079583716 +0.229364350576 +0.238649117437 +0.247933884298 +0.257218651158 +0.266503418019 +0.275788184879 +0.28507295174 +0.2943577186 +0.303642485461 +0.312927252321 +0.322212019182 +0.331496786042 +0.340781552903 +0.350066319763 +0.359351086624 +0.368635853484 +0.377920620345 +0.387205387205 +0.396490154066 +0.405774920926 +0.415059687787 +0.424344454647 +0.433629221508 +0.442913988369 +0.452198755229 +0.46148352209 +0.47076828895 +0.480053055811 +0.489337822671 +0.498622589532 +0.507907356392 +0.517192123253 +0.526476890113 +0.535761656974 +0.545046423834 +0.554331190695 +0.563615957555 +0.572900724416 +0.582185491276 +0.591470258137 +0.600755024997 +0.610039791858 +0.619324558718 +0.628609325579 +0.63789409244 +0.6471788593 +0.656463626161 +0.665748393021 +0.675033159882 +0.684317926742 +0.693602693603 +0.702887460463 +0.712172227324 +0.721456994184 +0.730741761045 +0.740026527905 +0.749311294766 +0.758596061626 +0.767880828487 +0.777165595347 +0.786450362208 +0.795735129068 +0.805019895929 +0.81430466279 +0.82358942965 +0.832874196511 +0.842158963371 +0.851443730232 +0.860728497092 +0.870013263953 +0.879298030813 +0.888582797674 +0.897867564534 +0.907152331395 +0.916437098255 +0.925721865116 +0.935006631976 +0.944291398837 +0.953576165697 +0.962860932558 +0.972145699418 +0.981430466279 +0.990715233139 +1.0 +0.0909090909091 +0.100091827365 +0.10927456382 +0.118457300275 +0.127640036731 +0.136822773186 +0.146005509642 +0.155188246097 +0.164370982553 +0.173553719008 +0.182736455464 +0.191919191919 +0.201101928375 +0.21028466483 +0.219467401286 +0.228650137741 +0.237832874197 +0.247015610652 +0.256198347107 +0.265381083563 +0.274563820018 +0.283746556474 +0.292929292929 +0.302112029385 +0.31129476584 +0.320477502296 +0.329660238751 +0.338842975207 +0.348025711662 +0.357208448118 +0.366391184573 +0.375573921028 +0.384756657484 +0.393939393939 +0.403122130395 +0.41230486685 +0.421487603306 +0.430670339761 +0.439853076217 +0.449035812672 +0.458218549128 +0.467401285583 +0.476584022039 +0.485766758494 +0.494949494949 +0.504132231405 +0.51331496786 +0.522497704316 +0.531680440771 +0.540863177227 +0.550045913682 +0.559228650138 +0.568411386593 +0.577594123049 +0.586776859504 +0.59595959596 +0.605142332415 +0.614325068871 +0.623507805326 +0.632690541781 +0.641873278237 +0.651056014692 +0.660238751148 +0.669421487603 +0.678604224059 +0.687786960514 +0.69696969697 +0.706152433425 +0.715335169881 +0.724517906336 +0.733700642792 +0.742883379247 +0.752066115702 +0.761248852158 +0.770431588613 +0.779614325069 +0.788797061524 +0.79797979798 +0.807162534435 +0.816345270891 +0.825528007346 +0.834710743802 +0.843893480257 +0.853076216713 +0.862258953168 +0.871441689624 +0.880624426079 +0.889807162534 +0.89898989899 +0.908172635445 +0.917355371901 +0.926538108356 +0.935720844812 +0.944903581267 +0.954086317723 +0.963269054178 +0.972451790634 +0.981634527089 +0.990817263545 +1.0 +0.10101010101 +0.110090807061 +0.119171513111 +0.128252219161 +0.137332925212 +0.146413631262 +0.155494337313 +0.164575043363 +0.173655749413 +0.182736455464 +0.191817161514 +0.200897867565 +0.209978573615 +0.219059279665 +0.228139985716 +0.237220691766 +0.246301397817 +0.255382103867 +0.264462809917 +0.273543515968 +0.282624222018 +0.291704928069 +0.300785634119 +0.309866340169 +0.31894704622 +0.32802775227 +0.337108458321 +0.346189164371 +0.355269870421 +0.364350576472 +0.373431282522 +0.382511988573 +0.391592694623 +0.400673400673 +0.409754106724 +0.418834812774 +0.427915518825 +0.436996224875 +0.446076930925 +0.455157636976 +0.464238343026 +0.473319049077 +0.482399755127 +0.491480461177 +0.500561167228 +0.509641873278 +0.518722579329 +0.527803285379 +0.536883991429 +0.54596469748 +0.55504540353 +0.564126109581 +0.573206815631 +0.582287521681 +0.591368227732 +0.600448933782 +0.609529639833 +0.618610345883 +0.627691051933 +0.636771757984 +0.645852464034 +0.654933170085 +0.664013876135 +0.673094582185 +0.682175288236 +0.691255994286 +0.700336700337 +0.709417406387 +0.718498112438 +0.727578818488 +0.736659524538 +0.745740230589 +0.754820936639 +0.76390164269 +0.77298234874 +0.78206305479 +0.791143760841 +0.800224466891 +0.809305172942 +0.818385878992 +0.827466585042 +0.836547291093 +0.845627997143 +0.854708703194 +0.863789409244 +0.872870115294 +0.881950821345 +0.891031527395 +0.900112233446 +0.909192939496 +0.918273645546 +0.927354351597 +0.936435057647 +0.945515763698 +0.954596469748 +0.963677175798 +0.972757881849 +0.981838587899 +0.99091929395 +1.0 +0.111111111111 +0.120089786756 +0.129068462402 +0.138047138047 +0.147025813692 +0.156004489338 +0.164983164983 +0.173961840629 +0.182940516274 +0.191919191919 +0.200897867565 +0.20987654321 +0.218855218855 +0.227833894501 +0.236812570146 +0.245791245791 +0.254769921437 +0.263748597082 +0.272727272727 +0.281705948373 +0.290684624018 +0.299663299663 +0.308641975309 +0.317620650954 +0.326599326599 +0.335578002245 +0.34455667789 +0.353535353535 +0.362514029181 +0.371492704826 +0.380471380471 +0.389450056117 +0.398428731762 +0.407407407407 +0.416386083053 +0.425364758698 +0.434343434343 +0.443322109989 +0.452300785634 +0.461279461279 +0.470258136925 +0.47923681257 +0.488215488215 +0.497194163861 +0.506172839506 +0.515151515152 +0.524130190797 +0.533108866442 +0.542087542088 +0.551066217733 +0.560044893378 +0.569023569024 +0.578002244669 +0.586980920314 +0.59595959596 +0.604938271605 +0.61391694725 +0.622895622896 +0.631874298541 +0.640852974186 +0.649831649832 +0.658810325477 +0.667789001122 +0.676767676768 +0.685746352413 +0.694725028058 +0.703703703704 +0.712682379349 +0.721661054994 +0.73063973064 +0.739618406285 +0.74859708193 +0.757575757576 +0.766554433221 +0.775533108866 +0.784511784512 +0.793490460157 +0.802469135802 +0.811447811448 +0.820426487093 +0.829405162738 +0.838383838384 +0.847362514029 +0.856341189675 +0.86531986532 +0.874298540965 +0.883277216611 +0.892255892256 +0.901234567901 +0.910213243547 +0.919191919192 +0.928170594837 +0.937149270483 +0.946127946128 +0.955106621773 +0.964085297419 +0.973063973064 +0.982042648709 +0.991021324355 +1.0 +0.121212121212 +0.130088766452 +0.138965411693 +0.147842056933 +0.156718702173 +0.165595347414 +0.174471992654 +0.183348637894 +0.192225283134 +0.201101928375 +0.209978573615 +0.218855218855 +0.227731864096 +0.236608509336 +0.245485154576 +0.254361799816 +0.263238445057 +0.272115090297 +0.280991735537 +0.289868380777 +0.298745026018 +0.307621671258 +0.316498316498 +0.325374961739 +0.334251606979 +0.343128252219 +0.352004897459 +0.3608815427 +0.36975818794 +0.37863483318 +0.387511478421 +0.396388123661 +0.405264768901 +0.414141414141 +0.423018059382 +0.431894704622 +0.440771349862 +0.449647995103 +0.458524640343 +0.467401285583 +0.476277930823 +0.485154576064 +0.494031221304 +0.502907866544 +0.511784511785 +0.520661157025 +0.529537802265 +0.538414447505 +0.547291092746 +0.556167737986 +0.565044383226 +0.573921028466 +0.582797673707 +0.591674318947 +0.600550964187 +0.609427609428 +0.618304254668 +0.627180899908 +0.636057545148 +0.644934190389 +0.653810835629 +0.662687480869 +0.67156412611 +0.68044077135 +0.68931741659 +0.69819406183 +0.707070707071 +0.715947352311 +0.724823997551 +0.733700642792 +0.742577288032 +0.751453933272 +0.760330578512 +0.769207223753 +0.778083868993 +0.786960514233 +0.795837159474 +0.804713804714 +0.813590449954 +0.822467095194 +0.831343740435 +0.840220385675 +0.849097030915 +0.857973676155 +0.866850321396 +0.875726966636 +0.884603611876 +0.893480257117 +0.902356902357 +0.911233547597 +0.920110192837 +0.928986838078 +0.937863483318 +0.946740128558 +0.955616773799 +0.964493419039 +0.973370064279 +0.982246709519 +0.99112335476 +1.0 +0.131313131313 +0.140087746148 +0.148862360984 +0.157636975819 +0.166411590654 +0.175186205489 +0.183960820324 +0.19273543516 +0.201510049995 +0.21028466483 +0.219059279665 +0.227833894501 +0.236608509336 +0.245383124171 +0.254157739006 +0.262932353841 +0.271706968677 +0.280481583512 +0.289256198347 +0.298030813182 +0.306805428018 +0.315580042853 +0.324354657688 +0.333129272523 +0.341903887358 +0.350678502194 +0.359453117029 +0.368227731864 +0.377002346699 +0.385776961535 +0.39455157637 +0.403326191205 +0.41210080604 +0.420875420875 +0.429650035711 +0.438424650546 +0.447199265381 +0.455973880216 +0.464748495052 +0.473523109887 +0.482297724722 +0.491072339557 +0.499846954392 +0.508621569228 +0.517396184063 +0.526170798898 +0.534945413733 +0.543720028569 +0.552494643404 +0.561269258239 +0.570043873074 +0.578818487909 +0.587593102745 +0.59636771758 +0.605142332415 +0.61391694725 +0.622691562086 +0.631466176921 +0.640240791756 +0.649015406591 +0.657790021426 +0.666564636262 +0.675339251097 +0.684113865932 +0.692888480767 +0.701663095602 +0.710437710438 +0.719212325273 +0.727986940108 +0.736761554943 +0.745536169779 +0.754310784614 +0.763085399449 +0.771860014284 +0.780634629119 +0.789409243955 +0.79818385879 +0.806958473625 +0.81573308846 +0.824507703296 +0.833282318131 +0.842056932966 +0.850831547801 +0.859606162636 +0.868380777472 +0.877155392307 +0.885930007142 +0.894704621977 +0.903479236813 +0.912253851648 +0.921028466483 +0.929803081318 +0.938577696153 +0.947352310989 +0.956126925824 +0.964901540659 +0.973676155494 +0.98245077033 +0.991225385165 +1.0 +0.141414141414 +0.150086725844 +0.158759310274 +0.167431894705 +0.176104479135 +0.184777063565 +0.193449647995 +0.202122232425 +0.210794816855 +0.219467401286 +0.228139985716 +0.236812570146 +0.245485154576 +0.254157739006 +0.262830323436 +0.271502907867 +0.280175492297 +0.288848076727 +0.297520661157 +0.306193245587 +0.314865830017 +0.323538414448 +0.332210998878 +0.340883583308 +0.349556167738 +0.358228752168 +0.366901336598 +0.375573921028 +0.384246505459 +0.392919089889 +0.401591674319 +0.410264258749 +0.418936843179 +0.427609427609 +0.43628201204 +0.44495459647 +0.4536271809 +0.46229976533 +0.47097234976 +0.47964493419 +0.488317518621 +0.496990103051 +0.505662687481 +0.514335271911 +0.523007856341 +0.531680440771 +0.540353025202 +0.549025609632 +0.557698194062 +0.566370778492 +0.575043362922 +0.583715947352 +0.592388531782 +0.601061116213 +0.609733700643 +0.618406285073 +0.627078869503 +0.635751453933 +0.644424038363 +0.653096622794 +0.661769207224 +0.670441791654 +0.679114376084 +0.687786960514 +0.696459544944 +0.705132129375 +0.713804713805 +0.722477298235 +0.731149882665 +0.739822467095 +0.748495051525 +0.757167635956 +0.765840220386 +0.774512804816 +0.783185389246 +0.791857973676 +0.800530558106 +0.809203142536 +0.817875726967 +0.826548311397 +0.835220895827 +0.843893480257 +0.852566064687 +0.861238649117 +0.869911233548 +0.878583817978 +0.887256402408 +0.895928986838 +0.904601571268 +0.913274155698 +0.921946740129 +0.930619324559 +0.939291908989 +0.947964493419 +0.956637077849 +0.965309662279 +0.97398224671 +0.98265483114 +0.99132741557 +1.0 +0.151515151515 +0.16008570554 +0.168656259565 +0.17722681359 +0.185797367616 +0.194367921641 +0.202938475666 +0.211509029691 +0.220079583716 +0.228650137741 +0.237220691766 +0.245791245791 +0.254361799816 +0.262932353841 +0.271502907867 +0.280073461892 +0.288644015917 +0.297214569942 +0.305785123967 +0.314355677992 +0.322926232017 +0.331496786042 +0.340067340067 +0.348637894092 +0.357208448118 +0.365779002143 +0.374349556168 +0.382920110193 +0.391490664218 +0.400061218243 +0.408631772268 +0.417202326293 +0.425772880318 +0.434343434343 +0.442913988369 +0.451484542394 +0.460055096419 +0.468625650444 +0.477196204469 +0.485766758494 +0.494337312519 +0.502907866544 +0.511478420569 +0.520048974594 +0.52861952862 +0.537190082645 +0.54576063667 +0.554331190695 +0.56290174472 +0.571472298745 +0.58004285277 +0.588613406795 +0.59718396082 +0.605754514845 +0.614325068871 +0.622895622896 +0.631466176921 +0.640036730946 +0.648607284971 +0.657177838996 +0.665748393021 +0.674318947046 +0.682889501071 +0.691460055096 +0.700030609122 +0.708601163147 +0.717171717172 +0.725742271197 +0.734312825222 +0.742883379247 +0.751453933272 +0.760024487297 +0.768595041322 +0.777165595347 +0.785736149373 +0.794306703398 +0.802877257423 +0.811447811448 +0.820018365473 +0.828588919498 +0.837159473523 +0.845730027548 +0.854300581573 +0.862871135598 +0.871441689624 +0.880012243649 +0.888582797674 +0.897153351699 +0.905723905724 +0.914294459749 +0.922865013774 +0.931435567799 +0.940006121824 +0.948576675849 +0.957147229875 +0.9657177839 +0.974288337925 +0.98285889195 +0.991429445975 +1.0 +0.161616161616 +0.170084685236 +0.178553208856 +0.187021732476 +0.195490256096 +0.203958779716 +0.212427303336 +0.220895826956 +0.229364350576 +0.237832874197 +0.246301397817 +0.254769921437 +0.263238445057 +0.271706968677 +0.280175492297 +0.288644015917 +0.297112539537 +0.305581063157 +0.314049586777 +0.322518110397 +0.330986634017 +0.339455157637 +0.347923681257 +0.356392204877 +0.364860728497 +0.373329252117 +0.381797775737 +0.390266299357 +0.398734822977 +0.407203346597 +0.415671870217 +0.424140393837 +0.432608917457 +0.441077441077 +0.449545964697 +0.458014488318 +0.466483011938 +0.474951535558 +0.483420059178 +0.491888582798 +0.500357106418 +0.508825630038 +0.517294153658 +0.525762677278 +0.534231200898 +0.542699724518 +0.551168248138 +0.559636771758 +0.568105295378 +0.576573818998 +0.585042342618 +0.593510866238 +0.601979389858 +0.610447913478 +0.618916437098 +0.627384960718 +0.635853484338 +0.644322007958 +0.652790531578 +0.661259055198 +0.669727578818 +0.678196102439 +0.686664626059 +0.695133149679 +0.703601673299 +0.712070196919 +0.720538720539 +0.729007244159 +0.737475767779 +0.745944291399 +0.754412815019 +0.762881338639 +0.771349862259 +0.779818385879 +0.788286909499 +0.796755433119 +0.805223956739 +0.813692480359 +0.822161003979 +0.830629527599 +0.839098051219 +0.847566574839 +0.856035098459 +0.864503622079 +0.872972145699 +0.881440669319 +0.889909192939 +0.89837771656 +0.90684624018 +0.9153147638 +0.92378328742 +0.93225181104 +0.94072033466 +0.94918885828 +0.9576573819 +0.96612590552 +0.97459442914 +0.98306295276 +0.99153147638 +1.0 +0.171717171717 +0.180083664932 +0.188450158147 +0.196816651362 +0.205183144577 +0.213549637792 +0.221916131007 +0.230282624222 +0.238649117437 +0.247015610652 +0.255382103867 +0.263748597082 +0.272115090297 +0.280481583512 +0.288848076727 +0.297214569942 +0.305581063157 +0.313947556372 +0.322314049587 +0.330680542802 +0.339047036017 +0.347413529232 +0.355780022447 +0.364146515662 +0.372513008877 +0.380879502092 +0.389245995307 +0.397612488522 +0.405978981737 +0.414345474952 +0.422711968167 +0.431078461381 +0.439444954596 +0.447811447811 +0.456177941026 +0.464544434241 +0.472910927456 +0.481277420671 +0.489643913886 +0.498010407101 +0.506376900316 +0.514743393531 +0.523109886746 +0.531476379961 +0.539842873176 +0.548209366391 +0.556575859606 +0.564942352821 +0.573308846036 +0.581675339251 +0.590041832466 +0.598408325681 +0.606774818896 +0.615141312111 +0.623507805326 +0.631874298541 +0.640240791756 +0.648607284971 +0.656973778186 +0.665340271401 +0.673706764616 +0.682073257831 +0.690439751046 +0.698806244261 +0.707172737476 +0.715539230691 +0.723905723906 +0.732272217121 +0.740638710336 +0.749005203551 +0.757371696766 +0.765738189981 +0.774104683196 +0.782471176411 +0.790837669626 +0.799204162841 +0.807570656056 +0.81593714927 +0.824303642485 +0.8326701357 +0.841036628915 +0.84940312213 +0.857769615345 +0.86613610856 +0.874502601775 +0.88286909499 +0.891235588205 +0.89960208142 +0.907968574635 +0.91633506785 +0.924701561065 +0.93306805428 +0.941434547495 +0.94980104071 +0.958167533925 +0.96653402714 +0.974900520355 +0.98326701357 +0.991633506785 +1.0 +0.181818181818 +0.190082644628 +0.198347107438 +0.206611570248 +0.214876033058 +0.223140495868 +0.231404958678 +0.239669421488 +0.247933884298 +0.256198347107 +0.264462809917 +0.272727272727 +0.280991735537 +0.289256198347 +0.297520661157 +0.305785123967 +0.314049586777 +0.322314049587 +0.330578512397 +0.338842975207 +0.347107438017 +0.355371900826 +0.363636363636 +0.371900826446 +0.380165289256 +0.388429752066 +0.396694214876 +0.404958677686 +0.413223140496 +0.421487603306 +0.429752066116 +0.438016528926 +0.446280991736 +0.454545454545 +0.462809917355 +0.471074380165 +0.479338842975 +0.487603305785 +0.495867768595 +0.504132231405 +0.512396694215 +0.520661157025 +0.528925619835 +0.537190082645 +0.545454545455 +0.553719008264 +0.561983471074 +0.570247933884 +0.578512396694 +0.586776859504 +0.595041322314 +0.603305785124 +0.611570247934 +0.619834710744 +0.628099173554 +0.636363636364 +0.644628099174 +0.652892561983 +0.661157024793 +0.669421487603 +0.677685950413 +0.685950413223 +0.694214876033 +0.702479338843 +0.710743801653 +0.719008264463 +0.727272727273 +0.735537190083 +0.743801652893 +0.752066115702 +0.760330578512 +0.768595041322 +0.776859504132 +0.785123966942 +0.793388429752 +0.801652892562 +0.809917355372 +0.818181818182 +0.826446280992 +0.834710743802 +0.842975206612 +0.851239669421 +0.859504132231 +0.867768595041 +0.876033057851 +0.884297520661 +0.892561983471 +0.900826446281 +0.909090909091 +0.917355371901 +0.925619834711 +0.933884297521 +0.942148760331 +0.95041322314 +0.95867768595 +0.96694214876 +0.97520661157 +0.98347107438 +0.99173553719 +1.0 +0.191919191919 +0.200081624324 +0.208244056729 +0.216406489134 +0.224568921539 +0.232731353943 +0.240893786348 +0.249056218753 +0.257218651158 +0.265381083563 +0.273543515968 +0.281705948373 +0.289868380777 +0.298030813182 +0.306193245587 +0.314355677992 +0.322518110397 +0.330680542802 +0.338842975207 +0.347005407611 +0.355167840016 +0.363330272421 +0.371492704826 +0.379655137231 +0.387817569636 +0.395980002041 +0.404142434445 +0.41230486685 +0.420467299255 +0.42862973166 +0.436792164065 +0.44495459647 +0.453117028875 +0.461279461279 +0.469441893684 +0.477604326089 +0.485766758494 +0.493929190899 +0.502091623304 +0.510254055709 +0.518416488113 +0.526578920518 +0.534741352923 +0.542903785328 +0.551066217733 +0.559228650138 +0.567391082543 +0.575553514947 +0.583715947352 +0.591878379757 +0.600040812162 +0.608203244567 +0.616365676972 +0.624528109377 +0.632690541781 +0.640852974186 +0.649015406591 +0.657177838996 +0.665340271401 +0.673502703806 +0.681665136211 +0.689827568615 +0.69799000102 +0.706152433425 +0.71431486583 +0.722477298235 +0.73063973064 +0.738802163045 +0.746964595449 +0.755127027854 +0.763289460259 +0.771451892664 +0.779614325069 +0.787776757474 +0.795939189879 +0.804101622283 +0.812264054688 +0.820426487093 +0.828588919498 +0.836751351903 +0.844913784308 +0.853076216713 +0.861238649117 +0.869401081522 +0.877563513927 +0.885725946332 +0.893888378737 +0.902050811142 +0.910213243547 +0.918375675951 +0.926538108356 +0.934700540761 +0.942862973166 +0.951025405571 +0.959187837976 +0.967350270381 +0.975512702785 +0.98367513519 +0.991837567595 +1.0 +0.20202020202 +0.21008060402 +0.21814100602 +0.22620140802 +0.234261810019 +0.242322212019 +0.250382614019 +0.258443016019 +0.266503418019 +0.274563820018 +0.282624222018 +0.290684624018 +0.298745026018 +0.306805428018 +0.314865830017 +0.322926232017 +0.330986634017 +0.339047036017 +0.347107438017 +0.355167840016 +0.363228242016 +0.371288644016 +0.379349046016 +0.387409448016 +0.395469850015 +0.403530252015 +0.411590654015 +0.419651056015 +0.427711458014 +0.435771860014 +0.443832262014 +0.451892664014 +0.459953066014 +0.468013468013 +0.476073870013 +0.484134272013 +0.492194674013 +0.500255076013 +0.508315478012 +0.516375880012 +0.524436282012 +0.532496684012 +0.540557086012 +0.548617488011 +0.556677890011 +0.564738292011 +0.572798694011 +0.580859096011 +0.58891949801 +0.59697990001 +0.60504030201 +0.61310070401 +0.62116110601 +0.629221508009 +0.637281910009 +0.645342312009 +0.653402714009 +0.661463116009 +0.669523518008 +0.677583920008 +0.685644322008 +0.693704724008 +0.701765126008 +0.709825528007 +0.717885930007 +0.725946332007 +0.734006734007 +0.742067136007 +0.750127538006 +0.758187940006 +0.766248342006 +0.774308744006 +0.782369146006 +0.790429548005 +0.798489950005 +0.806550352005 +0.814610754005 +0.822671156004 +0.830731558004 +0.838791960004 +0.846852362004 +0.854912764004 +0.862973166003 +0.871033568003 +0.879093970003 +0.887154372003 +0.895214774003 +0.903275176002 +0.911335578002 +0.919395980002 +0.927456382002 +0.935516784002 +0.943577186001 +0.951637588001 +0.959697990001 +0.967758392001 +0.975818794001 +0.983879196 +0.991939598 +1.0 +0.212121212121 +0.220079583716 +0.228037955311 +0.235996326905 +0.2439546985 +0.251913070095 +0.25987144169 +0.267829813284 +0.275788184879 +0.283746556474 +0.291704928069 +0.299663299663 +0.307621671258 +0.315580042853 +0.323538414448 +0.331496786042 +0.339455157637 +0.347413529232 +0.355371900826 +0.363330272421 +0.371288644016 +0.379247015611 +0.387205387205 +0.3951637588 +0.403122130395 +0.41108050199 +0.419038873584 +0.426997245179 +0.434955616774 +0.442913988369 +0.450872359963 +0.458830731558 +0.466789103153 +0.474747474747 +0.482705846342 +0.490664217937 +0.498622589532 +0.506580961126 +0.514539332721 +0.522497704316 +0.530456075911 +0.538414447505 +0.5463728191 +0.554331190695 +0.56228956229 +0.570247933884 +0.578206305479 +0.586164677074 +0.594123048669 +0.602081420263 +0.610039791858 +0.617998163453 +0.625956535047 +0.633914906642 +0.641873278237 +0.649831649832 +0.657790021426 +0.665748393021 +0.673706764616 +0.681665136211 +0.689623507805 +0.6975818794 +0.705540250995 +0.71349862259 +0.721456994184 +0.729415365779 +0.737373737374 +0.745332108968 +0.753290480563 +0.761248852158 +0.769207223753 +0.777165595347 +0.785123966942 +0.793082338537 +0.801040710132 +0.808999081726 +0.816957453321 +0.824915824916 +0.832874196511 +0.840832568105 +0.8487909397 +0.856749311295 +0.86470768289 +0.872666054484 +0.880624426079 +0.888582797674 +0.896541169268 +0.904499540863 +0.912457912458 +0.920416284053 +0.928374655647 +0.936333027242 +0.944291398837 +0.952249770432 +0.960208142026 +0.968166513621 +0.976124885216 +0.984083256811 +0.992041628405 +1.0 +0.222222222222 +0.230078563412 +0.237934904602 +0.245791245791 +0.253647586981 +0.261503928171 +0.26936026936 +0.27721661055 +0.28507295174 +0.292929292929 +0.300785634119 +0.308641975309 +0.316498316498 +0.324354657688 +0.332210998878 +0.340067340067 +0.347923681257 +0.355780022447 +0.363636363636 +0.371492704826 +0.379349046016 +0.387205387205 +0.395061728395 +0.402918069585 +0.410774410774 +0.418630751964 +0.426487093154 +0.434343434343 +0.442199775533 +0.450056116723 +0.457912457912 +0.465768799102 +0.473625140292 +0.481481481481 +0.489337822671 +0.497194163861 +0.505050505051 +0.51290684624 +0.52076318743 +0.52861952862 +0.536475869809 +0.544332210999 +0.552188552189 +0.560044893378 +0.567901234568 +0.575757575758 +0.583613916947 +0.591470258137 +0.599326599327 +0.607182940516 +0.615039281706 +0.622895622896 +0.630751964085 +0.638608305275 +0.646464646465 +0.654320987654 +0.662177328844 +0.670033670034 +0.677890011223 +0.685746352413 +0.693602693603 +0.701459034792 +0.709315375982 +0.717171717172 +0.725028058361 +0.732884399551 +0.740740740741 +0.74859708193 +0.75645342312 +0.76430976431 +0.772166105499 +0.780022446689 +0.787878787879 +0.795735129068 +0.803591470258 +0.811447811448 +0.819304152637 +0.827160493827 +0.835016835017 +0.842873176207 +0.850729517396 +0.858585858586 +0.866442199776 +0.874298540965 +0.882154882155 +0.890011223345 +0.897867564534 +0.905723905724 +0.913580246914 +0.921436588103 +0.929292929293 +0.937149270483 +0.945005611672 +0.952861952862 +0.960718294052 +0.968574635241 +0.976430976431 +0.984287317621 +0.99214365881 +1.0 +0.232323232323 +0.240077543108 +0.247831853892 +0.255586164677 +0.263340475462 +0.271094786246 +0.278849097031 +0.286603407816 +0.2943577186 +0.302112029385 +0.309866340169 +0.317620650954 +0.325374961739 +0.333129272523 +0.340883583308 +0.348637894092 +0.356392204877 +0.364146515662 +0.371900826446 +0.379655137231 +0.387409448016 +0.3951637588 +0.402918069585 +0.410672380369 +0.418426691154 +0.426181001939 +0.433935312723 +0.441689623508 +0.449443934292 +0.457198245077 +0.464952555862 +0.472706866646 +0.480461177431 +0.488215488215 +0.495969799 +0.503724109785 +0.511478420569 +0.519232731354 +0.526987042139 +0.534741352923 +0.542495663708 +0.550249974492 +0.558004285277 +0.565758596062 +0.573512906846 +0.581267217631 +0.589021528415 +0.5967758392 +0.604530149985 +0.612284460769 +0.620038771554 +0.627793082339 +0.635547393123 +0.643301703908 +0.651056014692 +0.658810325477 +0.666564636262 +0.674318947046 +0.682073257831 +0.689827568615 +0.6975818794 +0.705336190185 +0.713090500969 +0.720844811754 +0.728599122539 +0.736353433323 +0.744107744108 +0.751862054892 +0.759616365677 +0.767370676462 +0.775124987246 +0.782879298031 +0.790633608815 +0.7983879196 +0.806142230385 +0.813896541169 +0.821650851954 +0.829405162738 +0.837159473523 +0.844913784308 +0.852668095092 +0.860422405877 +0.868176716662 +0.875931027446 +0.883685338231 +0.891439649015 +0.8991939598 +0.906948270585 +0.914702581369 +0.922456892154 +0.930211202938 +0.937965513723 +0.945719824508 +0.953474135292 +0.961228446077 +0.968982756862 +0.976737067646 +0.984491378431 +0.992245689215 +1.0 +0.242424242424 +0.250076522804 +0.257728803183 +0.265381083563 +0.273033363942 +0.280685644322 +0.288337924702 +0.295990205081 +0.303642485461 +0.31129476584 +0.31894704622 +0.326599326599 +0.334251606979 +0.341903887358 +0.349556167738 +0.357208448118 +0.364860728497 +0.372513008877 +0.380165289256 +0.387817569636 +0.395469850015 +0.403122130395 +0.410774410774 +0.418426691154 +0.426078971534 +0.433731251913 +0.441383532293 +0.449035812672 +0.456688093052 +0.464340373431 +0.471992653811 +0.47964493419 +0.48729721457 +0.494949494949 +0.502601775329 +0.510254055709 +0.517906336088 +0.525558616468 +0.533210896847 +0.540863177227 +0.548515457606 +0.556167737986 +0.563820018365 +0.571472298745 +0.579124579125 +0.586776859504 +0.594429139884 +0.602081420263 +0.609733700643 +0.617385981022 +0.625038261402 +0.632690541781 +0.640342822161 +0.647995102541 +0.65564738292 +0.6632996633 +0.670951943679 +0.678604224059 +0.686256504438 +0.693908784818 +0.701561065197 +0.709213345577 +0.716865625957 +0.724517906336 +0.732170186716 +0.739822467095 +0.747474747475 +0.755127027854 +0.762779308234 +0.770431588613 +0.778083868993 +0.785736149373 +0.793388429752 +0.801040710132 +0.808692990511 +0.816345270891 +0.82399755127 +0.83164983165 +0.839302112029 +0.846954392409 +0.854606672788 +0.862258953168 +0.869911233548 +0.877563513927 +0.885215794307 +0.892868074686 +0.900520355066 +0.908172635445 +0.915824915825 +0.923477196204 +0.931129476584 +0.938781756964 +0.946434037343 +0.954086317723 +0.961738598102 +0.969390878482 +0.977043158861 +0.984695439241 +0.99234771962 +1.0 +0.252525252525 +0.2600755025 +0.267625752474 +0.275176002449 +0.282726252423 +0.290276502398 +0.297826752372 +0.305377002347 +0.312927252321 +0.320477502296 +0.32802775227 +0.335578002245 +0.343128252219 +0.350678502194 +0.358228752168 +0.365779002143 +0.373329252117 +0.380879502092 +0.388429752066 +0.395980002041 +0.403530252015 +0.41108050199 +0.418630751964 +0.426181001939 +0.433731251913 +0.441281501888 +0.448831751862 +0.456382001837 +0.463932251811 +0.471482501786 +0.47903275176 +0.486583001735 +0.494133251709 +0.501683501684 +0.509233751658 +0.516784001632 +0.524334251607 +0.531884501581 +0.539434751556 +0.54698500153 +0.554535251505 +0.562085501479 +0.569635751454 +0.577186001428 +0.584736251403 +0.592286501377 +0.599836751352 +0.607387001326 +0.614937251301 +0.622487501275 +0.63003775125 +0.637588001224 +0.645138251199 +0.652688501173 +0.660238751148 +0.667789001122 +0.675339251097 +0.682889501071 +0.690439751046 +0.69799000102 +0.705540250995 +0.713090500969 +0.720640750944 +0.728191000918 +0.735741250893 +0.743291500867 +0.750841750842 +0.758392000816 +0.765942250791 +0.773492500765 +0.78104275074 +0.788593000714 +0.796143250689 +0.803693500663 +0.811243750638 +0.818794000612 +0.826344250587 +0.833894500561 +0.841444750536 +0.84899500051 +0.856545250485 +0.864095500459 +0.871645750434 +0.879196000408 +0.886746250383 +0.894296500357 +0.901846750332 +0.909397000306 +0.916947250281 +0.924497500255 +0.93204775023 +0.939598000204 +0.947148250179 +0.954698500153 +0.962248750128 +0.969799000102 +0.977349250077 +0.984899500051 +0.992449750026 +1.0 +0.262626262626 +0.270074482196 +0.277522701765 +0.284970921335 +0.292419140904 +0.299867360473 +0.307315580043 +0.314763799612 +0.322212019182 +0.329660238751 +0.337108458321 +0.34455667789 +0.352004897459 +0.359453117029 +0.366901336598 +0.374349556168 +0.381797775737 +0.389245995307 +0.396694214876 +0.404142434445 +0.411590654015 +0.419038873584 +0.426487093154 +0.433935312723 +0.441383532293 +0.448831751862 +0.456279971431 +0.463728191001 +0.47117641057 +0.47862463014 +0.486072849709 +0.493521069279 +0.500969288848 +0.508417508418 +0.515865727987 +0.523313947556 +0.530762167126 +0.538210386695 +0.545658606265 +0.553106825834 +0.560555045404 +0.568003264973 +0.575451484542 +0.582899704112 +0.590347923681 +0.597796143251 +0.60524436282 +0.61269258239 +0.620140801959 +0.627589021528 +0.635037241098 +0.642485460667 +0.649933680237 +0.657381899806 +0.664830119376 +0.672278338945 +0.679726558514 +0.687174778084 +0.694622997653 +0.702071217223 +0.709519436792 +0.716967656362 +0.724415875931 +0.7318640955 +0.73931231507 +0.746760534639 +0.754208754209 +0.761656973778 +0.769105193348 +0.776553412917 +0.784001632486 +0.791449852056 +0.798898071625 +0.806346291195 +0.813794510764 +0.821242730334 +0.828690949903 +0.836139169473 +0.843587389042 +0.851035608611 +0.858483828181 +0.86593204775 +0.87338026732 +0.880828486889 +0.888276706459 +0.895724926028 +0.903173145597 +0.910621365167 +0.918069584736 +0.925517804306 +0.932966023875 +0.940414243445 +0.947862463014 +0.955310682583 +0.962758902153 +0.970207121722 +0.977655341292 +0.985103560861 +0.992551780431 +1.0 +0.272727272727 +0.280073461892 +0.287419651056 +0.29476584022 +0.302112029385 +0.309458218549 +0.316804407713 +0.324150596878 +0.331496786042 +0.338842975207 +0.346189164371 +0.353535353535 +0.3608815427 +0.368227731864 +0.375573921028 +0.382920110193 +0.390266299357 +0.397612488522 +0.404958677686 +0.41230486685 +0.419651056015 +0.426997245179 +0.434343434343 +0.441689623508 +0.449035812672 +0.456382001837 +0.463728191001 +0.471074380165 +0.47842056933 +0.485766758494 +0.493112947658 +0.500459136823 +0.507805325987 +0.515151515152 +0.522497704316 +0.52984389348 +0.537190082645 +0.544536271809 +0.551882460973 +0.559228650138 +0.566574839302 +0.573921028466 +0.581267217631 +0.588613406795 +0.59595959596 +0.603305785124 +0.610651974288 +0.617998163453 +0.625344352617 +0.632690541781 +0.640036730946 +0.64738292011 +0.654729109275 +0.662075298439 +0.669421487603 +0.676767676768 +0.684113865932 +0.691460055096 +0.698806244261 +0.706152433425 +0.71349862259 +0.720844811754 +0.728191000918 +0.735537190083 +0.742883379247 +0.750229568411 +0.757575757576 +0.76492194674 +0.772268135904 +0.779614325069 +0.786960514233 +0.794306703398 +0.801652892562 +0.808999081726 +0.816345270891 +0.823691460055 +0.831037649219 +0.838383838384 +0.845730027548 +0.853076216713 +0.860422405877 +0.867768595041 +0.875114784206 +0.88246097337 +0.889807162534 +0.897153351699 +0.904499540863 +0.911845730028 +0.919191919192 +0.926538108356 +0.933884297521 +0.941230486685 +0.948576675849 +0.955922865014 +0.963269054178 +0.970615243343 +0.977961432507 +0.985307621671 +0.992653810836 +1.0 +0.282828282828 +0.290072441588 +0.297316600347 +0.304560759106 +0.311804917866 +0.319049076625 +0.326293235384 +0.333537394143 +0.340781552903 +0.348025711662 +0.355269870421 +0.362514029181 +0.36975818794 +0.377002346699 +0.384246505459 +0.391490664218 +0.398734822977 +0.405978981737 +0.413223140496 +0.420467299255 +0.427711458014 +0.434955616774 +0.442199775533 +0.449443934292 +0.456688093052 +0.463932251811 +0.47117641057 +0.47842056933 +0.485664728089 +0.492908886848 +0.500153045608 +0.507397204367 +0.514641363126 +0.521885521886 +0.529129680645 +0.536373839404 +0.543617998163 +0.550862156923 +0.558106315682 +0.565350474441 +0.572594633201 +0.57983879196 +0.587082950719 +0.594327109479 +0.601571268238 +0.608815426997 +0.616059585757 +0.623303744516 +0.630547903275 +0.637792062034 +0.645036220794 +0.652280379553 +0.659524538312 +0.666768697072 +0.674012855831 +0.68125701459 +0.68850117335 +0.695745332109 +0.702989490868 +0.710233649628 +0.717477808387 +0.724721967146 +0.731966125906 +0.739210284665 +0.746454443424 +0.753698602183 +0.760942760943 +0.768186919702 +0.775431078461 +0.782675237221 +0.78991939598 +0.797163554739 +0.804407713499 +0.811651872258 +0.818896031017 +0.826140189777 +0.833384348536 +0.840628507295 +0.847872666054 +0.855116824814 +0.862360983573 +0.869605142332 +0.876849301092 +0.884093459851 +0.89133761861 +0.89858177737 +0.905825936129 +0.913070094888 +0.920314253648 +0.927558412407 +0.934802571166 +0.942046729926 +0.949290888685 +0.956535047444 +0.963779206203 +0.971023364963 +0.978267523722 +0.985511682481 +0.992755841241 +1.0 +0.292929292929 +0.300071421284 +0.307213549638 +0.314355677992 +0.321497806346 +0.328639934701 +0.335782063055 +0.342924191409 +0.350066319763 +0.357208448118 +0.364350576472 +0.371492704826 +0.37863483318 +0.385776961535 +0.392919089889 +0.400061218243 +0.407203346597 +0.414345474952 +0.421487603306 +0.42862973166 +0.435771860014 +0.442913988369 +0.450056116723 +0.457198245077 +0.464340373431 +0.471482501786 +0.47862463014 +0.485766758494 +0.492908886848 +0.500051015203 +0.507193143557 +0.514335271911 +0.521477400265 +0.52861952862 +0.535761656974 +0.542903785328 +0.550045913682 +0.557188042037 +0.564330170391 +0.571472298745 +0.578614427099 +0.585756555454 +0.592898683808 +0.600040812162 +0.607182940516 +0.614325068871 +0.621467197225 +0.628609325579 +0.635751453933 +0.642893582288 +0.650035710642 +0.657177838996 +0.66431996735 +0.671462095705 +0.678604224059 +0.685746352413 +0.692888480767 +0.700030609122 +0.707172737476 +0.71431486583 +0.721456994184 +0.728599122539 +0.735741250893 +0.742883379247 +0.750025507601 +0.757167635956 +0.76430976431 +0.771451892664 +0.778594021018 +0.785736149373 +0.792878277727 +0.800020406081 +0.807162534435 +0.81430466279 +0.821446791144 +0.828588919498 +0.835731047852 +0.842873176207 +0.850015304561 +0.857157432915 +0.864299561269 +0.871441689624 +0.878583817978 +0.885725946332 +0.892868074686 +0.900010203041 +0.907152331395 +0.914294459749 +0.921436588103 +0.928578716458 +0.935720844812 +0.942862973166 +0.95000510152 +0.957147229875 +0.964289358229 +0.971431486583 +0.978573614937 +0.985715743292 +0.992857871646 +1.0 +0.30303030303 +0.310070400979 +0.317110498929 +0.324150596878 +0.331190694827 +0.338230792776 +0.345270890725 +0.352310988675 +0.359351086624 +0.366391184573 +0.373431282522 +0.380471380471 +0.387511478421 +0.39455157637 +0.401591674319 +0.408631772268 +0.415671870217 +0.422711968167 +0.429752066116 +0.436792164065 +0.443832262014 +0.450872359963 +0.457912457912 +0.464952555862 +0.471992653811 +0.47903275176 +0.486072849709 +0.493112947658 +0.500153045608 +0.507193143557 +0.514233241506 +0.521273339455 +0.528313437404 +0.535353535354 +0.542393633303 +0.549433731252 +0.556473829201 +0.56351392715 +0.570554025099 +0.577594123049 +0.584634220998 +0.591674318947 +0.598714416896 +0.605754514845 +0.612794612795 +0.619834710744 +0.626874808693 +0.633914906642 +0.640955004591 +0.647995102541 +0.65503520049 +0.662075298439 +0.669115396388 +0.676155494337 +0.683195592287 +0.690235690236 +0.697275788185 +0.704315886134 +0.711355984083 +0.718396082032 +0.725436179982 +0.732476277931 +0.73951637588 +0.746556473829 +0.753596571778 +0.760636669728 +0.767676767677 +0.774716865626 +0.781756963575 +0.788797061524 +0.795837159474 +0.802877257423 +0.809917355372 +0.816957453321 +0.82399755127 +0.831037649219 +0.838077747169 +0.845117845118 +0.852157943067 +0.859198041016 +0.866238138965 +0.873278236915 +0.880318334864 +0.887358432813 +0.894398530762 +0.901438628711 +0.908478726661 +0.91551882461 +0.922558922559 +0.929599020508 +0.936639118457 +0.943679216406 +0.950719314356 +0.957759412305 +0.964799510254 +0.971839608203 +0.978879706152 +0.985919804102 +0.992959902051 +1.0 +0.313131313131 +0.320069380675 +0.32700744822 +0.333945515764 +0.340883583308 +0.347821650852 +0.354759718396 +0.36169778594 +0.368635853484 +0.375573921028 +0.382511988573 +0.389450056117 +0.396388123661 +0.403326191205 +0.410264258749 +0.417202326293 +0.424140393837 +0.431078461381 +0.438016528926 +0.44495459647 +0.451892664014 +0.458830731558 +0.465768799102 +0.472706866646 +0.47964493419 +0.486583001735 +0.493521069279 +0.500459136823 +0.507397204367 +0.514335271911 +0.521273339455 +0.528211406999 +0.535149474543 +0.542087542088 +0.549025609632 +0.555963677176 +0.56290174472 +0.569839812264 +0.576777879808 +0.583715947352 +0.590654014896 +0.597592082441 +0.604530149985 +0.611468217529 +0.618406285073 +0.625344352617 +0.632282420161 +0.639220487705 +0.646158555249 +0.653096622794 +0.660034690338 +0.666972757882 +0.673910825426 +0.68084889297 +0.687786960514 +0.694725028058 +0.701663095602 +0.708601163147 +0.715539230691 +0.722477298235 +0.729415365779 +0.736353433323 +0.743291500867 +0.750229568411 +0.757167635956 +0.7641057035 +0.771043771044 +0.777981838588 +0.784919906132 +0.791857973676 +0.79879604122 +0.805734108764 +0.812672176309 +0.819610243853 +0.826548311397 +0.833486378941 +0.840424446485 +0.847362514029 +0.854300581573 +0.861238649117 +0.868176716662 +0.875114784206 +0.88205285175 +0.888990919294 +0.895928986838 +0.902867054382 +0.909805121926 +0.91674318947 +0.923681257015 +0.930619324559 +0.937557392103 +0.944495459647 +0.951433527191 +0.958371594735 +0.965309662279 +0.972247729823 +0.979185797368 +0.986123864912 +0.993061932456 +1.0 +0.323232323232 +0.330068360371 +0.33690439751 +0.34374043465 +0.350576471789 +0.357412508928 +0.364248546067 +0.371084583206 +0.377920620345 +0.384756657484 +0.391592694623 +0.398428731762 +0.405264768901 +0.41210080604 +0.418936843179 +0.425772880318 +0.432608917457 +0.439444954596 +0.446280991736 +0.453117028875 +0.459953066014 +0.466789103153 +0.473625140292 +0.480461177431 +0.48729721457 +0.494133251709 +0.500969288848 +0.507805325987 +0.514641363126 +0.521477400265 +0.528313437404 +0.535149474543 +0.541985511682 +0.548821548822 +0.555657585961 +0.5624936231 +0.569329660239 +0.576165697378 +0.583001734517 +0.589837771656 +0.596673808795 +0.603509845934 +0.610345883073 +0.617181920212 +0.624017957351 +0.63085399449 +0.637690031629 +0.644526068768 +0.651362105908 +0.658198143047 +0.665034180186 +0.671870217325 +0.678706254464 +0.685542291603 +0.692378328742 +0.699214365881 +0.70605040302 +0.712886440159 +0.719722477298 +0.726558514437 +0.733394551576 +0.740230588715 +0.747066625855 +0.753902662994 +0.760738700133 +0.767574737272 +0.774410774411 +0.78124681155 +0.788082848689 +0.794918885828 +0.801754922967 +0.808590960106 +0.815426997245 +0.822263034384 +0.829099071523 +0.835935108662 +0.842771145801 +0.849607182941 +0.85644322008 +0.863279257219 +0.870115294358 +0.876951331497 +0.883787368636 +0.890623405775 +0.897459442914 +0.904295480053 +0.911131517192 +0.917967554331 +0.92480359147 +0.931639628609 +0.938475665748 +0.945311702887 +0.952147740027 +0.958983777166 +0.965819814305 +0.972655851444 +0.979491888583 +0.986327925722 +0.993163962861 +1.0 +0.333333333333 +0.340067340067 +0.346801346801 +0.353535353535 +0.360269360269 +0.367003367003 +0.373737373737 +0.380471380471 +0.387205387205 +0.393939393939 +0.400673400673 +0.407407407407 +0.414141414141 +0.420875420875 +0.427609427609 +0.434343434343 +0.441077441077 +0.447811447811 +0.454545454545 +0.461279461279 +0.468013468013 +0.474747474747 +0.481481481481 +0.488215488215 +0.494949494949 +0.501683501684 +0.508417508418 +0.515151515152 +0.521885521886 +0.52861952862 +0.535353535354 +0.542087542088 +0.548821548822 +0.555555555556 +0.56228956229 +0.569023569024 +0.575757575758 +0.582491582492 +0.589225589226 +0.59595959596 +0.602693602694 +0.609427609428 +0.616161616162 +0.622895622896 +0.62962962963 +0.636363636364 +0.643097643098 +0.649831649832 +0.656565656566 +0.6632996633 +0.670033670034 +0.676767676768 +0.683501683502 +0.690235690236 +0.69696969697 +0.703703703704 +0.710437710438 +0.717171717172 +0.723905723906 +0.73063973064 +0.737373737374 +0.744107744108 +0.750841750842 +0.757575757576 +0.76430976431 +0.771043771044 +0.777777777778 +0.784511784512 +0.791245791246 +0.79797979798 +0.804713804714 +0.811447811448 +0.818181818182 +0.824915824916 +0.83164983165 +0.838383838384 +0.845117845118 +0.851851851852 +0.858585858586 +0.86531986532 +0.872053872054 +0.878787878788 +0.885521885522 +0.892255892256 +0.89898989899 +0.905723905724 +0.912457912458 +0.919191919192 +0.925925925926 +0.93265993266 +0.939393939394 +0.946127946128 +0.952861952862 +0.959595959596 +0.96632996633 +0.973063973064 +0.979797979798 +0.986531986532 +0.993265993266 +1.0 +0.343434343434 +0.350066319763 +0.356698296092 +0.363330272421 +0.36996224875 +0.376594225079 +0.383226201408 +0.389858177737 +0.396490154066 +0.403122130395 +0.409754106724 +0.416386083053 +0.423018059382 +0.429650035711 +0.43628201204 +0.442913988369 +0.449545964697 +0.456177941026 +0.462809917355 +0.469441893684 +0.476073870013 +0.482705846342 +0.489337822671 +0.495969799 +0.502601775329 +0.509233751658 +0.515865727987 +0.522497704316 +0.529129680645 +0.535761656974 +0.542393633303 +0.549025609632 +0.555657585961 +0.56228956229 +0.568921538619 +0.575553514947 +0.582185491276 +0.588817467605 +0.595449443934 +0.602081420263 +0.608713396592 +0.615345372921 +0.62197734925 +0.628609325579 +0.635241301908 +0.641873278237 +0.648505254566 +0.655137230895 +0.661769207224 +0.668401183553 +0.675033159882 +0.681665136211 +0.68829711254 +0.694929088868 +0.701561065197 +0.708193041526 +0.714825017855 +0.721456994184 +0.728088970513 +0.734720946842 +0.741352923171 +0.7479848995 +0.754616875829 +0.761248852158 +0.767880828487 +0.774512804816 +0.781144781145 +0.787776757474 +0.794408733803 +0.801040710132 +0.807672686461 +0.81430466279 +0.820936639118 +0.827568615447 +0.834200591776 +0.840832568105 +0.847464544434 +0.854096520763 +0.860728497092 +0.867360473421 +0.87399244975 +0.880624426079 +0.887256402408 +0.893888378737 +0.900520355066 +0.907152331395 +0.913784307724 +0.920416284053 +0.927048260382 +0.933680236711 +0.940312213039 +0.946944189368 +0.953576165697 +0.960208142026 +0.966840118355 +0.973472094684 +0.980104071013 +0.986736047342 +0.993368023671 +1.0 +0.353535353535 +0.360065299459 +0.366595245383 +0.373125191307 +0.379655137231 +0.386185083155 +0.392715029079 +0.399244975003 +0.405774920926 +0.41230486685 +0.418834812774 +0.425364758698 +0.431894704622 +0.438424650546 +0.44495459647 +0.451484542394 +0.458014488318 +0.464544434241 +0.471074380165 +0.477604326089 +0.484134272013 +0.490664217937 +0.497194163861 +0.503724109785 +0.510254055709 +0.516784001632 +0.523313947556 +0.52984389348 +0.536373839404 +0.542903785328 +0.549433731252 +0.555963677176 +0.5624936231 +0.569023569024 +0.575553514947 +0.582083460871 +0.588613406795 +0.595143352719 +0.601673298643 +0.608203244567 +0.614733190491 +0.621263136415 +0.627793082339 +0.634323028262 +0.640852974186 +0.64738292011 +0.653912866034 +0.660442811958 +0.666972757882 +0.673502703806 +0.68003264973 +0.686562595654 +0.693092541577 +0.699622487501 +0.706152433425 +0.712682379349 +0.719212325273 +0.725742271197 +0.732272217121 +0.738802163045 +0.745332108968 +0.751862054892 +0.758392000816 +0.76492194674 +0.771451892664 +0.777981838588 +0.784511784512 +0.791041730436 +0.79757167636 +0.804101622283 +0.810631568207 +0.817161514131 +0.823691460055 +0.830221405979 +0.836751351903 +0.843281297827 +0.849811243751 +0.856341189675 +0.862871135598 +0.869401081522 +0.875931027446 +0.88246097337 +0.888990919294 +0.895520865218 +0.902050811142 +0.908580757066 +0.915110702989 +0.921640648913 +0.928170594837 +0.934700540761 +0.941230486685 +0.947760432609 +0.954290378533 +0.960820324457 +0.967350270381 +0.973880216304 +0.980410162228 +0.986940108152 +0.993470054076 +1.0 +0.363636363636 +0.370064279155 +0.376492194674 +0.382920110193 +0.389348025712 +0.39577594123 +0.402203856749 +0.408631772268 +0.415059687787 +0.421487603306 +0.427915518825 +0.434343434343 +0.440771349862 +0.447199265381 +0.4536271809 +0.460055096419 +0.466483011938 +0.472910927456 +0.479338842975 +0.485766758494 +0.492194674013 +0.498622589532 +0.505050505051 +0.511478420569 +0.517906336088 +0.524334251607 +0.530762167126 +0.537190082645 +0.543617998163 +0.550045913682 +0.556473829201 +0.56290174472 +0.569329660239 +0.575757575758 +0.582185491276 +0.588613406795 +0.595041322314 +0.601469237833 +0.607897153352 +0.614325068871 +0.620752984389 +0.627180899908 +0.633608815427 +0.640036730946 +0.646464646465 +0.652892561983 +0.659320477502 +0.665748393021 +0.67217630854 +0.678604224059 +0.685032139578 +0.691460055096 +0.697887970615 +0.704315886134 +0.710743801653 +0.717171717172 +0.723599632691 +0.730027548209 +0.736455463728 +0.742883379247 +0.749311294766 +0.755739210285 +0.762167125803 +0.768595041322 +0.775022956841 +0.78145087236 +0.787878787879 +0.794306703398 +0.800734618916 +0.807162534435 +0.813590449954 +0.820018365473 +0.826446280992 +0.832874196511 +0.839302112029 +0.845730027548 +0.852157943067 +0.858585858586 +0.865013774105 +0.871441689624 +0.877869605142 +0.884297520661 +0.89072543618 +0.897153351699 +0.903581267218 +0.910009182736 +0.916437098255 +0.922865013774 +0.929292929293 +0.935720844812 +0.942148760331 +0.948576675849 +0.955004591368 +0.961432506887 +0.967860422406 +0.974288337925 +0.980716253444 +0.987144168962 +0.993572084481 +1.0 +0.373737373737 +0.380063258851 +0.386389143965 +0.392715029079 +0.399040914192 +0.405366799306 +0.41169268442 +0.418018569534 +0.424344454647 +0.430670339761 +0.436996224875 +0.443322109989 +0.449647995103 +0.455973880216 +0.46229976533 +0.468625650444 +0.474951535558 +0.481277420671 +0.487603305785 +0.493929190899 +0.500255076013 +0.506580961126 +0.51290684624 +0.519232731354 +0.525558616468 +0.531884501581 +0.538210386695 +0.544536271809 +0.550862156923 +0.557188042037 +0.56351392715 +0.569839812264 +0.576165697378 +0.582491582492 +0.588817467605 +0.595143352719 +0.601469237833 +0.607795122947 +0.61412100806 +0.620446893174 +0.626772778288 +0.633098663402 +0.639424548515 +0.645750433629 +0.652076318743 +0.658402203857 +0.664728088971 +0.671053974084 +0.677379859198 +0.683705744312 +0.690031629426 +0.696357514539 +0.702683399653 +0.709009284767 +0.715335169881 +0.721661054994 +0.727986940108 +0.734312825222 +0.740638710336 +0.746964595449 +0.753290480563 +0.759616365677 +0.765942250791 +0.772268135904 +0.778594021018 +0.784919906132 +0.791245791246 +0.79757167636 +0.803897561473 +0.810223446587 +0.816549331701 +0.822875216815 +0.829201101928 +0.835526987042 +0.841852872156 +0.84817875727 +0.854504642383 +0.860830527497 +0.867156412611 +0.873482297725 +0.879808182838 +0.886134067952 +0.892459953066 +0.89878583818 +0.905111723294 +0.911437608407 +0.917763493521 +0.924089378635 +0.930415263749 +0.936741148862 +0.943067033976 +0.94939291909 +0.955718804204 +0.962044689317 +0.968370574431 +0.974696459545 +0.981022344659 +0.987348229772 +0.993674114886 +1.0 +0.383838383838 +0.390062238547 +0.396286093256 +0.402509947964 +0.408733802673 +0.414957657382 +0.421181512091 +0.427405366799 +0.433629221508 +0.439853076217 +0.446076930925 +0.452300785634 +0.458524640343 +0.464748495052 +0.47097234976 +0.477196204469 +0.483420059178 +0.489643913886 +0.495867768595 +0.502091623304 +0.508315478012 +0.514539332721 +0.52076318743 +0.526987042139 +0.533210896847 +0.539434751556 +0.545658606265 +0.551882460973 +0.558106315682 +0.564330170391 +0.570554025099 +0.576777879808 +0.583001734517 +0.589225589226 +0.595449443934 +0.601673298643 +0.607897153352 +0.61412100806 +0.620344862769 +0.626568717478 +0.632792572187 +0.639016426895 +0.645240281604 +0.651464136313 +0.657687991021 +0.66391184573 +0.670135700439 +0.676359555147 +0.682583409856 +0.688807264565 +0.695031119274 +0.701254973982 +0.707478828691 +0.7137026834 +0.719926538108 +0.726150392817 +0.732374247526 +0.738598102234 +0.744821956943 +0.751045811652 +0.757269666361 +0.763493521069 +0.769717375778 +0.775941230487 +0.782165085195 +0.788388939904 +0.794612794613 +0.800836649321 +0.80706050403 +0.813284358739 +0.819508213448 +0.825732068156 +0.831955922865 +0.838179777574 +0.844403632282 +0.850627486991 +0.8568513417 +0.863075196409 +0.869299051117 +0.875522905826 +0.881746760535 +0.887970615243 +0.894194469952 +0.900418324661 +0.906642179369 +0.912866034078 +0.919089888787 +0.925313743496 +0.931537598204 +0.937761452913 +0.943985307622 +0.95020916233 +0.956433017039 +0.962656871748 +0.968880726456 +0.975104581165 +0.981328435874 +0.987552290583 +0.993776145291 +1.0 +0.393939393939 +0.400061218243 +0.406183042547 +0.41230486685 +0.418426691154 +0.424548515458 +0.430670339761 +0.436792164065 +0.442913988369 +0.449035812672 +0.455157636976 +0.461279461279 +0.467401285583 +0.473523109887 +0.47964493419 +0.485766758494 +0.491888582798 +0.498010407101 +0.504132231405 +0.510254055709 +0.516375880012 +0.522497704316 +0.52861952862 +0.534741352923 +0.540863177227 +0.54698500153 +0.553106825834 +0.559228650138 +0.565350474441 +0.571472298745 +0.577594123049 +0.583715947352 +0.589837771656 +0.59595959596 +0.602081420263 +0.608203244567 +0.614325068871 +0.620446893174 +0.626568717478 +0.632690541781 +0.638812366085 +0.644934190389 +0.651056014692 +0.657177838996 +0.6632996633 +0.669421487603 +0.675543311907 +0.681665136211 +0.687786960514 +0.693908784818 +0.700030609122 +0.706152433425 +0.712274257729 +0.718396082032 +0.724517906336 +0.73063973064 +0.736761554943 +0.742883379247 +0.749005203551 +0.755127027854 +0.761248852158 +0.767370676462 +0.773492500765 +0.779614325069 +0.785736149373 +0.791857973676 +0.79797979798 +0.804101622283 +0.810223446587 +0.816345270891 +0.822467095194 +0.828588919498 +0.834710743802 +0.840832568105 +0.846954392409 +0.853076216713 +0.859198041016 +0.86531986532 +0.871441689624 +0.877563513927 +0.883685338231 +0.889807162534 +0.895928986838 +0.902050811142 +0.908172635445 +0.914294459749 +0.920416284053 +0.926538108356 +0.93265993266 +0.938781756964 +0.944903581267 +0.951025405571 +0.957147229875 +0.963269054178 +0.969390878482 +0.975512702785 +0.981634527089 +0.987756351393 +0.993878175696 +1.0 +0.40404040404 +0.410060197939 +0.416079991838 +0.422099785736 +0.428119579635 +0.434139373533 +0.440159167432 +0.44617896133 +0.452198755229 +0.458218549128 +0.464238343026 +0.470258136925 +0.476277930823 +0.482297724722 +0.488317518621 +0.494337312519 +0.500357106418 +0.506376900316 +0.512396694215 +0.518416488113 +0.524436282012 +0.530456075911 +0.536475869809 +0.542495663708 +0.548515457606 +0.554535251505 +0.560555045404 +0.566574839302 +0.572594633201 +0.578614427099 +0.584634220998 +0.590654014896 +0.596673808795 +0.602693602694 +0.608713396592 +0.614733190491 +0.620752984389 +0.626772778288 +0.632792572187 +0.638812366085 +0.644832159984 +0.650851953882 +0.656871747781 +0.662891541679 +0.668911335578 +0.674931129477 +0.680950923375 +0.686970717274 +0.692990511172 +0.699010305071 +0.705030098969 +0.711049892868 +0.717069686767 +0.723089480665 +0.729109274564 +0.735129068462 +0.741148862361 +0.74716865626 +0.753188450158 +0.759208244057 +0.765228037955 +0.771247831854 +0.777267625752 +0.783287419651 +0.78930721355 +0.795327007448 +0.801346801347 +0.807366595245 +0.813386389144 +0.819406183043 +0.825425976941 +0.83144577084 +0.837465564738 +0.843485358637 +0.849505152535 +0.855524946434 +0.861544740333 +0.867564534231 +0.87358432813 +0.879604122028 +0.885623915927 +0.891643709826 +0.897663503724 +0.903683297623 +0.909703091521 +0.91572288542 +0.921742679318 +0.927762473217 +0.933782267116 +0.939802061014 +0.945821854913 +0.951841648811 +0.95786144271 +0.963881236609 +0.969901030507 +0.975920824406 +0.981940618304 +0.987960412203 +0.993980206101 +1.0 +0.414141414141 +0.420059177635 +0.425976941128 +0.431894704622 +0.437812468115 +0.443730231609 +0.449647995103 +0.455565758596 +0.46148352209 +0.467401285583 +0.473319049077 +0.47923681257 +0.485154576064 +0.491072339557 +0.496990103051 +0.502907866544 +0.508825630038 +0.514743393531 +0.520661157025 +0.526578920518 +0.532496684012 +0.538414447505 +0.544332210999 +0.550249974492 +0.556167737986 +0.562085501479 +0.568003264973 +0.573921028466 +0.57983879196 +0.585756555454 +0.591674318947 +0.597592082441 +0.603509845934 +0.609427609428 +0.615345372921 +0.621263136415 +0.627180899908 +0.633098663402 +0.639016426895 +0.644934190389 +0.650851953882 +0.656769717376 +0.662687480869 +0.668605244363 +0.674523007856 +0.68044077135 +0.686358534843 +0.692276298337 +0.69819406183 +0.704111825324 +0.710029588817 +0.715947352311 +0.721865115805 +0.727782879298 +0.733700642792 +0.739618406285 +0.745536169779 +0.751453933272 +0.757371696766 +0.763289460259 +0.769207223753 +0.775124987246 +0.78104275074 +0.786960514233 +0.792878277727 +0.79879604122 +0.804713804714 +0.810631568207 +0.816549331701 +0.822467095194 +0.828384858688 +0.834302622181 +0.840220385675 +0.846138149168 +0.852055912662 +0.857973676155 +0.863891439649 +0.869809203143 +0.875726966636 +0.88164473013 +0.887562493623 +0.893480257117 +0.89939802061 +0.905315784104 +0.911233547597 +0.917151311091 +0.923069074584 +0.928986838078 +0.934904601571 +0.940822365065 +0.946740128558 +0.952657892052 +0.958575655545 +0.964493419039 +0.970411182532 +0.976328946026 +0.982246709519 +0.988164473013 +0.994082236506 +1.0 +0.424242424242 +0.430058157331 +0.435873890419 +0.441689623508 +0.447505356596 +0.453321089685 +0.459136822773 +0.464952555862 +0.47076828895 +0.476584022039 +0.482399755127 +0.488215488215 +0.494031221304 +0.499846954392 +0.505662687481 +0.511478420569 +0.517294153658 +0.523109886746 +0.528925619835 +0.534741352923 +0.540557086012 +0.5463728191 +0.552188552189 +0.558004285277 +0.563820018365 +0.569635751454 +0.575451484542 +0.581267217631 +0.587082950719 +0.592898683808 +0.598714416896 +0.604530149985 +0.610345883073 +0.616161616162 +0.62197734925 +0.627793082339 +0.633608815427 +0.639424548515 +0.645240281604 +0.651056014692 +0.656871747781 +0.662687480869 +0.668503213958 +0.674318947046 +0.680134680135 +0.685950413223 +0.691766146312 +0.6975818794 +0.703397612489 +0.709213345577 +0.715029078665 +0.720844811754 +0.726660544842 +0.732476277931 +0.738292011019 +0.744107744108 +0.749923477196 +0.755739210285 +0.761554943373 +0.767370676462 +0.77318640955 +0.779002142639 +0.784817875727 +0.790633608815 +0.796449341904 +0.802265074992 +0.808080808081 +0.813896541169 +0.819712274258 +0.825528007346 +0.831343740435 +0.837159473523 +0.842975206612 +0.8487909397 +0.854606672788 +0.860422405877 +0.866238138965 +0.872053872054 +0.877869605142 +0.883685338231 +0.889501071319 +0.895316804408 +0.901132537496 +0.906948270585 +0.912764003673 +0.918579736762 +0.92439546985 +0.930211202938 +0.936026936027 +0.941842669115 +0.947658402204 +0.953474135292 +0.959289868381 +0.965105601469 +0.970921334558 +0.976737067646 +0.982552800735 +0.988368533823 +0.994184266912 +1.0 +0.434343434343 +0.440057137027 +0.44577083971 +0.451484542394 +0.457198245077 +0.46291194776 +0.468625650444 +0.474339353127 +0.480053055811 +0.485766758494 +0.491480461177 +0.497194163861 +0.502907866544 +0.508621569228 +0.514335271911 +0.520048974594 +0.525762677278 +0.531476379961 +0.537190082645 +0.542903785328 +0.548617488011 +0.554331190695 +0.560044893378 +0.565758596062 +0.571472298745 +0.577186001428 +0.582899704112 +0.588613406795 +0.594327109479 +0.600040812162 +0.605754514845 +0.611468217529 +0.617181920212 +0.622895622896 +0.628609325579 +0.634323028262 +0.640036730946 +0.645750433629 +0.651464136313 +0.657177838996 +0.662891541679 +0.668605244363 +0.674318947046 +0.68003264973 +0.685746352413 +0.691460055096 +0.69717375778 +0.702887460463 +0.708601163147 +0.71431486583 +0.720028568513 +0.725742271197 +0.73145597388 +0.737169676564 +0.742883379247 +0.74859708193 +0.754310784614 +0.760024487297 +0.765738189981 +0.771451892664 +0.777165595347 +0.782879298031 +0.788593000714 +0.794306703398 +0.800020406081 +0.805734108764 +0.811447811448 +0.817161514131 +0.822875216815 +0.828588919498 +0.834302622181 +0.840016324865 +0.845730027548 +0.851443730232 +0.857157432915 +0.862871135598 +0.868584838282 +0.874298540965 +0.880012243649 +0.885725946332 +0.891439649015 +0.897153351699 +0.902867054382 +0.908580757066 +0.914294459749 +0.920008162432 +0.925721865116 +0.931435567799 +0.937149270483 +0.942862973166 +0.948576675849 +0.954290378533 +0.960004081216 +0.9657177839 +0.971431486583 +0.977145189266 +0.98285889195 +0.988572594633 +0.994286297317 +1.0 +0.444444444444 +0.450056116723 +0.455667789001 +0.461279461279 +0.466891133558 +0.472502805836 +0.478114478114 +0.483726150393 +0.489337822671 +0.494949494949 +0.500561167228 +0.506172839506 +0.511784511785 +0.517396184063 +0.523007856341 +0.52861952862 +0.534231200898 +0.539842873176 +0.545454545455 +0.551066217733 +0.556677890011 +0.56228956229 +0.567901234568 +0.573512906846 +0.579124579125 +0.584736251403 +0.590347923681 +0.59595959596 +0.601571268238 +0.607182940516 +0.612794612795 +0.618406285073 +0.624017957351 +0.62962962963 +0.635241301908 +0.640852974186 +0.646464646465 +0.652076318743 +0.657687991021 +0.6632996633 +0.668911335578 +0.674523007856 +0.680134680135 +0.685746352413 +0.691358024691 +0.69696969697 +0.702581369248 +0.708193041526 +0.713804713805 +0.719416386083 +0.725028058361 +0.73063973064 +0.736251402918 +0.741863075196 +0.747474747475 +0.753086419753 +0.758698092031 +0.76430976431 +0.769921436588 +0.775533108866 +0.781144781145 +0.786756453423 +0.792368125701 +0.79797979798 +0.803591470258 +0.809203142536 +0.814814814815 +0.820426487093 +0.826038159371 +0.83164983165 +0.837261503928 +0.842873176207 +0.848484848485 +0.854096520763 +0.859708193042 +0.86531986532 +0.870931537598 +0.876543209877 +0.882154882155 +0.887766554433 +0.893378226712 +0.89898989899 +0.904601571268 +0.910213243547 +0.915824915825 +0.921436588103 +0.927048260382 +0.93265993266 +0.938271604938 +0.943883277217 +0.949494949495 +0.955106621773 +0.960718294052 +0.96632996633 +0.971941638608 +0.977553310887 +0.983164983165 +0.988776655443 +0.994388327722 +1.0 +0.454545454545 +0.460055096419 +0.465564738292 +0.471074380165 +0.476584022039 +0.482093663912 +0.487603305785 +0.493112947658 +0.498622589532 +0.504132231405 +0.509641873278 +0.515151515152 +0.520661157025 +0.526170798898 +0.531680440771 +0.537190082645 +0.542699724518 +0.548209366391 +0.553719008264 +0.559228650138 +0.564738292011 +0.570247933884 +0.575757575758 +0.581267217631 +0.586776859504 +0.592286501377 +0.597796143251 +0.603305785124 +0.608815426997 +0.614325068871 +0.619834710744 +0.625344352617 +0.63085399449 +0.636363636364 +0.641873278237 +0.64738292011 +0.652892561983 +0.658402203857 +0.66391184573 +0.669421487603 +0.674931129477 +0.68044077135 +0.685950413223 +0.691460055096 +0.69696969697 +0.702479338843 +0.707988980716 +0.71349862259 +0.719008264463 +0.724517906336 +0.730027548209 +0.735537190083 +0.741046831956 +0.746556473829 +0.752066115702 +0.757575757576 +0.763085399449 +0.768595041322 +0.774104683196 +0.779614325069 +0.785123966942 +0.790633608815 +0.796143250689 +0.801652892562 +0.807162534435 +0.812672176309 +0.818181818182 +0.823691460055 +0.829201101928 +0.834710743802 +0.840220385675 +0.845730027548 +0.851239669421 +0.856749311295 +0.862258953168 +0.867768595041 +0.873278236915 +0.878787878788 +0.884297520661 +0.889807162534 +0.895316804408 +0.900826446281 +0.906336088154 +0.911845730028 +0.917355371901 +0.922865013774 +0.928374655647 +0.933884297521 +0.939393939394 +0.944903581267 +0.95041322314 +0.955922865014 +0.961432506887 +0.96694214876 +0.972451790634 +0.977961432507 +0.98347107438 +0.988980716253 +0.994490358127 +1.0 +0.464646464646 +0.470054076115 +0.475461687583 +0.480869299051 +0.486276910519 +0.491684521988 +0.497092133456 +0.502499744924 +0.507907356392 +0.51331496786 +0.518722579329 +0.524130190797 +0.529537802265 +0.534945413733 +0.540353025202 +0.54576063667 +0.551168248138 +0.556575859606 +0.561983471074 +0.567391082543 +0.572798694011 +0.578206305479 +0.583613916947 +0.589021528415 +0.594429139884 +0.599836751352 +0.60524436282 +0.610651974288 +0.616059585757 +0.621467197225 +0.626874808693 +0.632282420161 +0.637690031629 +0.643097643098 +0.648505254566 +0.653912866034 +0.659320477502 +0.664728088971 +0.670135700439 +0.675543311907 +0.680950923375 +0.686358534843 +0.691766146312 +0.69717375778 +0.702581369248 +0.707988980716 +0.713396592184 +0.718804203653 +0.724211815121 +0.729619426589 +0.735027038057 +0.740434649526 +0.745842260994 +0.751249872462 +0.75665748393 +0.762065095398 +0.767472706867 +0.772880318335 +0.778287929803 +0.783695541271 +0.78910315274 +0.794510764208 +0.799918375676 +0.805325987144 +0.810733598612 +0.816141210081 +0.821548821549 +0.826956433017 +0.832364044485 +0.837771655953 +0.843179267422 +0.84858687889 +0.853994490358 +0.859402101826 +0.864809713295 +0.870217324763 +0.875624936231 +0.881032547699 +0.886440159167 +0.891847770636 +0.897255382104 +0.902662993572 +0.90807060504 +0.913478216509 +0.918885827977 +0.924293439445 +0.929701050913 +0.935108662381 +0.94051627385 +0.945923885318 +0.951331496786 +0.956739108254 +0.962146719722 +0.967554331191 +0.972961942659 +0.978369554127 +0.983777165595 +0.989184777064 +0.994592388532 +1.0 +0.474747474747 +0.480053055811 +0.485358636874 +0.490664217937 +0.495969799 +0.501275380063 +0.506580961126 +0.51188654219 +0.517192123253 +0.522497704316 +0.527803285379 +0.533108866442 +0.538414447505 +0.543720028569 +0.549025609632 +0.554331190695 +0.559636771758 +0.564942352821 +0.570247933884 +0.575553514947 +0.580859096011 +0.586164677074 +0.591470258137 +0.5967758392 +0.602081420263 +0.607387001326 +0.61269258239 +0.617998163453 +0.623303744516 +0.628609325579 +0.633914906642 +0.639220487705 +0.644526068768 +0.649831649832 +0.655137230895 +0.660442811958 +0.665748393021 +0.671053974084 +0.676359555147 +0.681665136211 +0.686970717274 +0.692276298337 +0.6975818794 +0.702887460463 +0.708193041526 +0.71349862259 +0.718804203653 +0.724109784716 +0.729415365779 +0.734720946842 +0.740026527905 +0.745332108968 +0.750637690032 +0.755943271095 +0.761248852158 +0.766554433221 +0.771860014284 +0.777165595347 +0.782471176411 +0.787776757474 +0.793082338537 +0.7983879196 +0.803693500663 +0.808999081726 +0.81430466279 +0.819610243853 +0.824915824916 +0.830221405979 +0.835526987042 +0.840832568105 +0.846138149168 +0.851443730232 +0.856749311295 +0.862054892358 +0.867360473421 +0.872666054484 +0.877971635547 +0.883277216611 +0.888582797674 +0.893888378737 +0.8991939598 +0.904499540863 +0.909805121926 +0.915110702989 +0.920416284053 +0.925721865116 +0.931027446179 +0.936333027242 +0.941638608305 +0.946944189368 +0.952249770432 +0.957555351495 +0.962860932558 +0.968166513621 +0.973472094684 +0.978777675747 +0.984083256811 +0.989388837874 +0.994694418937 +1.0 +0.484848484848 +0.490052035507 +0.495255586165 +0.500459136823 +0.505662687481 +0.510866238139 +0.516069788797 +0.521273339455 +0.526476890113 +0.531680440771 +0.536883991429 +0.542087542088 +0.547291092746 +0.552494643404 +0.557698194062 +0.56290174472 +0.568105295378 +0.573308846036 +0.578512396694 +0.583715947352 +0.58891949801 +0.594123048669 +0.599326599327 +0.604530149985 +0.609733700643 +0.614937251301 +0.620140801959 +0.625344352617 +0.630547903275 +0.635751453933 +0.640955004591 +0.646158555249 +0.651362105908 +0.656565656566 +0.661769207224 +0.666972757882 +0.67217630854 +0.677379859198 +0.682583409856 +0.687786960514 +0.692990511172 +0.69819406183 +0.703397612489 +0.708601163147 +0.713804713805 +0.719008264463 +0.724211815121 +0.729415365779 +0.734618916437 +0.739822467095 +0.745026017753 +0.750229568411 +0.755433119069 +0.760636669728 +0.765840220386 +0.771043771044 +0.776247321702 +0.78145087236 +0.786654423018 +0.791857973676 +0.797061524334 +0.802265074992 +0.80746862565 +0.812672176309 +0.817875726967 +0.823079277625 +0.828282828283 +0.833486378941 +0.838689929599 +0.843893480257 +0.849097030915 +0.854300581573 +0.859504132231 +0.86470768289 +0.869911233548 +0.875114784206 +0.880318334864 +0.885521885522 +0.89072543618 +0.895928986838 +0.901132537496 +0.906336088154 +0.911539638812 +0.91674318947 +0.921946740129 +0.927150290787 +0.932353841445 +0.937557392103 +0.942760942761 +0.947964493419 +0.953168044077 +0.958371594735 +0.963575145393 +0.968778696051 +0.97398224671 +0.979185797368 +0.984389348026 +0.989592898684 +0.994796449342 +1.0 +0.494949494949 +0.500051015203 +0.505152535456 +0.510254055709 +0.515355575962 +0.520457096215 +0.525558616468 +0.530660136721 +0.535761656974 +0.540863177227 +0.54596469748 +0.551066217733 +0.556167737986 +0.561269258239 +0.566370778492 +0.571472298745 +0.576573818998 +0.581675339251 +0.586776859504 +0.591878379757 +0.59697990001 +0.602081420263 +0.607182940516 +0.612284460769 +0.617385981022 +0.622487501275 +0.627589021528 +0.632690541781 +0.637792062034 +0.642893582288 +0.647995102541 +0.653096622794 +0.658198143047 +0.6632996633 +0.668401183553 +0.673502703806 +0.678604224059 +0.683705744312 +0.688807264565 +0.693908784818 +0.699010305071 +0.704111825324 +0.709213345577 +0.71431486583 +0.719416386083 +0.724517906336 +0.729619426589 +0.734720946842 +0.739822467095 +0.744923987348 +0.750025507601 +0.755127027854 +0.760228548107 +0.76533006836 +0.770431588613 +0.775533108866 +0.780634629119 +0.785736149373 +0.790837669626 +0.795939189879 +0.801040710132 +0.806142230385 +0.811243750638 +0.816345270891 +0.821446791144 +0.826548311397 +0.83164983165 +0.836751351903 +0.841852872156 +0.846954392409 +0.852055912662 +0.857157432915 +0.862258953168 +0.867360473421 +0.872461993674 +0.877563513927 +0.88266503418 +0.887766554433 +0.892868074686 +0.897969594939 +0.903071115192 +0.908172635445 +0.913274155698 +0.918375675951 +0.923477196204 +0.928578716458 +0.933680236711 +0.938781756964 +0.943883277217 +0.94898479747 +0.954086317723 +0.959187837976 +0.964289358229 +0.969390878482 +0.974492398735 +0.979593918988 +0.984695439241 +0.989796959494 +0.994898479747 +1.0 +0.505050505051 +0.510049994898 +0.515049484746 +0.520048974594 +0.525048464442 +0.53004795429 +0.535047444138 +0.540046933986 +0.545046423834 +0.550045913682 +0.55504540353 +0.560044893378 +0.565044383226 +0.570043873074 +0.575043362922 +0.58004285277 +0.585042342618 +0.590041832466 +0.595041322314 +0.600040812162 +0.60504030201 +0.610039791858 +0.615039281706 +0.620038771554 +0.625038261402 +0.63003775125 +0.635037241098 +0.640036730946 +0.645036220794 +0.650035710642 +0.65503520049 +0.660034690338 +0.665034180186 +0.670033670034 +0.675033159882 +0.68003264973 +0.685032139578 +0.690031629426 +0.695031119274 +0.700030609122 +0.705030098969 +0.710029588817 +0.715029078665 +0.720028568513 +0.725028058361 +0.730027548209 +0.735027038057 +0.740026527905 +0.745026017753 +0.750025507601 +0.755024997449 +0.760024487297 +0.765023977145 +0.770023466993 +0.775022956841 +0.780022446689 +0.785021936537 +0.790021426385 +0.795020916233 +0.800020406081 +0.805019895929 +0.810019385777 +0.815018875625 +0.820018365473 +0.825017855321 +0.830017345169 +0.835016835017 +0.840016324865 +0.845015814713 +0.850015304561 +0.855014794409 +0.860014284257 +0.865013774105 +0.870013263953 +0.875012753801 +0.880012243649 +0.885011733497 +0.890011223345 +0.895010713193 +0.900010203041 +0.905009692888 +0.910009182736 +0.915008672584 +0.920008162432 +0.92500765228 +0.930007142128 +0.935006631976 +0.940006121824 +0.945005611672 +0.95000510152 +0.955004591368 +0.960004081216 +0.965003571064 +0.970003060912 +0.97500255076 +0.980002040608 +0.985001530456 +0.990001020304 +0.995000510152 +1.0 +0.515151515152 +0.520048974594 +0.524946434037 +0.52984389348 +0.534741352923 +0.539638812366 +0.544536271809 +0.549433731252 +0.554331190695 +0.559228650138 +0.564126109581 +0.569023569024 +0.573921028466 +0.578818487909 +0.583715947352 +0.588613406795 +0.593510866238 +0.598408325681 +0.603305785124 +0.608203244567 +0.61310070401 +0.617998163453 +0.622895622896 +0.627793082339 +0.632690541781 +0.637588001224 +0.642485460667 +0.64738292011 +0.652280379553 +0.657177838996 +0.662075298439 +0.666972757882 +0.671870217325 +0.676767676768 +0.681665136211 +0.686562595654 +0.691460055096 +0.696357514539 +0.701254973982 +0.706152433425 +0.711049892868 +0.715947352311 +0.720844811754 +0.725742271197 +0.73063973064 +0.735537190083 +0.740434649526 +0.745332108968 +0.750229568411 +0.755127027854 +0.760024487297 +0.76492194674 +0.769819406183 +0.774716865626 +0.779614325069 +0.784511784512 +0.789409243955 +0.794306703398 +0.799204162841 +0.804101622283 +0.808999081726 +0.813896541169 +0.818794000612 +0.823691460055 +0.828588919498 +0.833486378941 +0.838383838384 +0.843281297827 +0.84817875727 +0.853076216713 +0.857973676155 +0.862871135598 +0.867768595041 +0.872666054484 +0.877563513927 +0.88246097337 +0.887358432813 +0.892255892256 +0.897153351699 +0.902050811142 +0.906948270585 +0.911845730028 +0.91674318947 +0.921640648913 +0.926538108356 +0.931435567799 +0.936333027242 +0.941230486685 +0.946127946128 +0.951025405571 +0.955922865014 +0.960820324457 +0.9657177839 +0.970615243343 +0.975512702785 +0.980410162228 +0.985307621671 +0.990205081114 +0.995102540557 +1.0 +0.525252525253 +0.53004795429 +0.534843383328 +0.539638812366 +0.544434241404 +0.549229670442 +0.55402509948 +0.558820528517 +0.563615957555 +0.568411386593 +0.573206815631 +0.578002244669 +0.582797673707 +0.587593102745 +0.592388531782 +0.59718396082 +0.601979389858 +0.606774818896 +0.611570247934 +0.616365676972 +0.62116110601 +0.625956535047 +0.630751964085 +0.635547393123 +0.640342822161 +0.645138251199 +0.649933680237 +0.654729109275 +0.659524538312 +0.66431996735 +0.669115396388 +0.673910825426 +0.678706254464 +0.683501683502 +0.68829711254 +0.693092541577 +0.697887970615 +0.702683399653 +0.707478828691 +0.712274257729 +0.717069686767 +0.721865115805 +0.726660544842 +0.73145597388 +0.736251402918 +0.741046831956 +0.745842260994 +0.750637690032 +0.755433119069 +0.760228548107 +0.765023977145 +0.769819406183 +0.774614835221 +0.779410264259 +0.784205693297 +0.789001122334 +0.793796551372 +0.79859198041 +0.803387409448 +0.808182838486 +0.812978267524 +0.817773696562 +0.822569125599 +0.827364554637 +0.832159983675 +0.836955412713 +0.841750841751 +0.846546270789 +0.851341699827 +0.856137128864 +0.860932557902 +0.86572798694 +0.870523415978 +0.875318845016 +0.880114274054 +0.884909703092 +0.889705132129 +0.894500561167 +0.899295990205 +0.904091419243 +0.908886848281 +0.913682277319 +0.918477706356 +0.923273135394 +0.928068564432 +0.93286399347 +0.937659422508 +0.942454851546 +0.947250280584 +0.952045709621 +0.956841138659 +0.961636567697 +0.966431996735 +0.971227425773 +0.976022854811 +0.980818283849 +0.985613712886 +0.990409141924 +0.995204570962 +1.0 +0.535353535354 +0.540046933986 +0.544740332619 +0.549433731252 +0.554127129885 +0.558820528517 +0.56351392715 +0.568207325783 +0.572900724416 +0.577594123049 +0.582287521681 +0.586980920314 +0.591674318947 +0.59636771758 +0.601061116213 +0.605754514845 +0.610447913478 +0.615141312111 +0.619834710744 +0.624528109377 +0.629221508009 +0.633914906642 +0.638608305275 +0.643301703908 +0.647995102541 +0.652688501173 +0.657381899806 +0.662075298439 +0.666768697072 +0.671462095705 +0.676155494337 +0.68084889297 +0.685542291603 +0.690235690236 +0.694929088868 +0.699622487501 +0.704315886134 +0.709009284767 +0.7137026834 +0.718396082032 +0.723089480665 +0.727782879298 +0.732476277931 +0.737169676564 +0.741863075196 +0.746556473829 +0.751249872462 +0.755943271095 +0.760636669728 +0.76533006836 +0.770023466993 +0.774716865626 +0.779410264259 +0.784103662892 +0.788797061524 +0.793490460157 +0.79818385879 +0.802877257423 +0.807570656056 +0.812264054688 +0.816957453321 +0.821650851954 +0.826344250587 +0.831037649219 +0.835731047852 +0.840424446485 +0.845117845118 +0.849811243751 +0.854504642383 +0.859198041016 +0.863891439649 +0.868584838282 +0.873278236915 +0.877971635547 +0.88266503418 +0.887358432813 +0.892051831446 +0.896745230079 +0.901438628711 +0.906132027344 +0.910825425977 +0.91551882461 +0.920212223243 +0.924905621875 +0.929599020508 +0.934292419141 +0.938985817774 +0.943679216406 +0.948372615039 +0.953066013672 +0.957759412305 +0.962452810938 +0.96714620957 +0.971839608203 +0.976533006836 +0.981226405469 +0.985919804102 +0.990613202734 +0.995306601367 +1.0 +0.545454545455 +0.550045913682 +0.55463728191 +0.559228650138 +0.563820018365 +0.568411386593 +0.573002754821 +0.577594123049 +0.582185491276 +0.586776859504 +0.591368227732 +0.59595959596 +0.600550964187 +0.605142332415 +0.609733700643 +0.614325068871 +0.618916437098 +0.623507805326 +0.628099173554 +0.632690541781 +0.637281910009 +0.641873278237 +0.646464646465 +0.651056014692 +0.65564738292 +0.660238751148 +0.664830119376 +0.669421487603 +0.674012855831 +0.678604224059 +0.683195592287 +0.687786960514 +0.692378328742 +0.69696969697 +0.701561065197 +0.706152433425 +0.710743801653 +0.715335169881 +0.719926538108 +0.724517906336 +0.729109274564 +0.733700642792 +0.738292011019 +0.742883379247 +0.747474747475 +0.752066115702 +0.75665748393 +0.761248852158 +0.765840220386 +0.770431588613 +0.775022956841 +0.779614325069 +0.784205693297 +0.788797061524 +0.793388429752 +0.79797979798 +0.802571166208 +0.807162534435 +0.811753902663 +0.816345270891 +0.820936639118 +0.825528007346 +0.830119375574 +0.834710743802 +0.839302112029 +0.843893480257 +0.848484848485 +0.853076216713 +0.85766758494 +0.862258953168 +0.866850321396 +0.871441689624 +0.876033057851 +0.880624426079 +0.885215794307 +0.889807162534 +0.894398530762 +0.89898989899 +0.903581267218 +0.908172635445 +0.912764003673 +0.917355371901 +0.921946740129 +0.926538108356 +0.931129476584 +0.935720844812 +0.940312213039 +0.944903581267 +0.949494949495 +0.954086317723 +0.95867768595 +0.963269054178 +0.967860422406 +0.972451790634 +0.977043158861 +0.981634527089 +0.986225895317 +0.990817263545 +0.995408631772 +1.0 +0.555555555556 +0.560044893378 +0.564534231201 +0.569023569024 +0.573512906846 +0.578002244669 +0.582491582492 +0.586980920314 +0.591470258137 +0.59595959596 +0.600448933782 +0.604938271605 +0.609427609428 +0.61391694725 +0.618406285073 +0.622895622896 +0.627384960718 +0.631874298541 +0.636363636364 +0.640852974186 +0.645342312009 +0.649831649832 +0.654320987654 +0.658810325477 +0.6632996633 +0.667789001122 +0.672278338945 +0.676767676768 +0.68125701459 +0.685746352413 +0.690235690236 +0.694725028058 +0.699214365881 +0.703703703704 +0.708193041526 +0.712682379349 +0.717171717172 +0.721661054994 +0.726150392817 +0.73063973064 +0.735129068462 +0.739618406285 +0.744107744108 +0.74859708193 +0.753086419753 +0.757575757576 +0.762065095398 +0.766554433221 +0.771043771044 +0.775533108866 +0.780022446689 +0.784511784512 +0.789001122334 +0.793490460157 +0.79797979798 +0.802469135802 +0.806958473625 +0.811447811448 +0.81593714927 +0.820426487093 +0.824915824916 +0.829405162738 +0.833894500561 +0.838383838384 +0.842873176207 +0.847362514029 +0.851851851852 +0.856341189675 +0.860830527497 +0.86531986532 +0.869809203143 +0.874298540965 +0.878787878788 +0.883277216611 +0.887766554433 +0.892255892256 +0.896745230079 +0.901234567901 +0.905723905724 +0.910213243547 +0.914702581369 +0.919191919192 +0.923681257015 +0.928170594837 +0.93265993266 +0.937149270483 +0.941638608305 +0.946127946128 +0.950617283951 +0.955106621773 +0.959595959596 +0.964085297419 +0.968574635241 +0.973063973064 +0.977553310887 +0.982042648709 +0.986531986532 +0.991021324355 +0.995510662177 +1.0 +0.565656565657 +0.570043873074 +0.574431180492 +0.578818487909 +0.583205795327 +0.587593102745 +0.591980410162 +0.59636771758 +0.600755024997 +0.605142332415 +0.609529639833 +0.61391694725 +0.618304254668 +0.622691562086 +0.627078869503 +0.631466176921 +0.635853484338 +0.640240791756 +0.644628099174 +0.649015406591 +0.653402714009 +0.657790021426 +0.662177328844 +0.666564636262 +0.670951943679 +0.675339251097 +0.679726558514 +0.684113865932 +0.68850117335 +0.692888480767 +0.697275788185 +0.701663095602 +0.70605040302 +0.710437710438 +0.714825017855 +0.719212325273 +0.723599632691 +0.727986940108 +0.732374247526 +0.736761554943 +0.741148862361 +0.745536169779 +0.749923477196 +0.754310784614 +0.758698092031 +0.763085399449 +0.767472706867 +0.771860014284 +0.776247321702 +0.780634629119 +0.785021936537 +0.789409243955 +0.793796551372 +0.79818385879 +0.802571166208 +0.806958473625 +0.811345781043 +0.81573308846 +0.820120395878 +0.824507703296 +0.828895010713 +0.833282318131 +0.837669625548 +0.842056932966 +0.846444240384 +0.850831547801 +0.855218855219 +0.859606162636 +0.863993470054 +0.868380777472 +0.872768084889 +0.877155392307 +0.881542699725 +0.885930007142 +0.89031731456 +0.894704621977 +0.899091929395 +0.903479236813 +0.90786654423 +0.912253851648 +0.916641159065 +0.921028466483 +0.925415773901 +0.929803081318 +0.934190388736 +0.938577696153 +0.942965003571 +0.947352310989 +0.951739618406 +0.956126925824 +0.960514233242 +0.964901540659 +0.969288848077 +0.973676155494 +0.978063462912 +0.98245077033 +0.986838077747 +0.991225385165 +0.995612692582 +1.0 +0.575757575758 +0.58004285277 +0.584328129783 +0.588613406795 +0.592898683808 +0.59718396082 +0.601469237833 +0.605754514845 +0.610039791858 +0.614325068871 +0.618610345883 +0.622895622896 +0.627180899908 +0.631466176921 +0.635751453933 +0.640036730946 +0.644322007958 +0.648607284971 +0.652892561983 +0.657177838996 +0.661463116009 +0.665748393021 +0.670033670034 +0.674318947046 +0.678604224059 +0.682889501071 +0.687174778084 +0.691460055096 +0.695745332109 +0.700030609122 +0.704315886134 +0.708601163147 +0.712886440159 +0.717171717172 +0.721456994184 +0.725742271197 +0.730027548209 +0.734312825222 +0.738598102234 +0.742883379247 +0.74716865626 +0.751453933272 +0.755739210285 +0.760024487297 +0.76430976431 +0.768595041322 +0.772880318335 +0.777165595347 +0.78145087236 +0.785736149373 +0.790021426385 +0.794306703398 +0.79859198041 +0.802877257423 +0.807162534435 +0.811447811448 +0.81573308846 +0.820018365473 +0.824303642485 +0.828588919498 +0.832874196511 +0.837159473523 +0.841444750536 +0.845730027548 +0.850015304561 +0.854300581573 +0.858585858586 +0.862871135598 +0.867156412611 +0.871441689624 +0.875726966636 +0.880012243649 +0.884297520661 +0.888582797674 +0.892868074686 +0.897153351699 +0.901438628711 +0.905723905724 +0.910009182736 +0.914294459749 +0.918579736762 +0.922865013774 +0.927150290787 +0.931435567799 +0.935720844812 +0.940006121824 +0.944291398837 +0.948576675849 +0.952861952862 +0.957147229875 +0.961432506887 +0.9657177839 +0.970003060912 +0.974288337925 +0.978573614937 +0.98285889195 +0.987144168962 +0.991429445975 +0.995714722987 +1.0 +0.585858585859 +0.590041832466 +0.594225079074 +0.598408325681 +0.602591572289 +0.606774818896 +0.610958065504 +0.615141312111 +0.619324558718 +0.623507805326 +0.627691051933 +0.631874298541 +0.636057545148 +0.640240791756 +0.644424038363 +0.648607284971 +0.652790531578 +0.656973778186 +0.661157024793 +0.665340271401 +0.669523518008 +0.673706764616 +0.677890011223 +0.682073257831 +0.686256504438 +0.690439751046 +0.694622997653 +0.698806244261 +0.702989490868 +0.707172737476 +0.711355984083 +0.715539230691 +0.719722477298 +0.723905723906 +0.728088970513 +0.732272217121 +0.736455463728 +0.740638710336 +0.744821956943 +0.749005203551 +0.753188450158 +0.757371696766 +0.761554943373 +0.765738189981 +0.769921436588 +0.774104683196 +0.778287929803 +0.782471176411 +0.786654423018 +0.790837669626 +0.795020916233 +0.799204162841 +0.803387409448 +0.807570656056 +0.811753902663 +0.81593714927 +0.820120395878 +0.824303642485 +0.828486889093 +0.8326701357 +0.836853382308 +0.841036628915 +0.845219875523 +0.84940312213 +0.853586368738 +0.857769615345 +0.861952861953 +0.86613610856 +0.870319355168 +0.874502601775 +0.878685848383 +0.88286909499 +0.887052341598 +0.891235588205 +0.895418834813 +0.89960208142 +0.903785328028 +0.907968574635 +0.912151821243 +0.91633506785 +0.920518314458 +0.924701561065 +0.928884807673 +0.93306805428 +0.937251300888 +0.941434547495 +0.945617794103 +0.94980104071 +0.953984287318 +0.958167533925 +0.962350780533 +0.96653402714 +0.970717273748 +0.974900520355 +0.979083766963 +0.98326701357 +0.987450260178 +0.991633506785 +0.995816753393 +1.0 +0.59595959596 +0.600040812162 +0.604122028364 +0.608203244567 +0.612284460769 +0.616365676972 +0.620446893174 +0.624528109377 +0.628609325579 +0.632690541781 +0.636771757984 +0.640852974186 +0.644934190389 +0.649015406591 +0.653096622794 +0.657177838996 +0.661259055198 +0.665340271401 +0.669421487603 +0.673502703806 +0.677583920008 +0.681665136211 +0.685746352413 +0.689827568615 +0.693908784818 +0.69799000102 +0.702071217223 +0.706152433425 +0.710233649628 +0.71431486583 +0.718396082032 +0.722477298235 +0.726558514437 +0.73063973064 +0.734720946842 +0.738802163045 +0.742883379247 +0.746964595449 +0.751045811652 +0.755127027854 +0.759208244057 +0.763289460259 +0.767370676462 +0.771451892664 +0.775533108866 +0.779614325069 +0.783695541271 +0.787776757474 +0.791857973676 +0.795939189879 +0.800020406081 +0.804101622283 +0.808182838486 +0.812264054688 +0.816345270891 +0.820426487093 +0.824507703296 +0.828588919498 +0.8326701357 +0.836751351903 +0.840832568105 +0.844913784308 +0.84899500051 +0.853076216713 +0.857157432915 +0.861238649117 +0.86531986532 +0.869401081522 +0.873482297725 +0.877563513927 +0.88164473013 +0.885725946332 +0.889807162534 +0.893888378737 +0.897969594939 +0.902050811142 +0.906132027344 +0.910213243547 +0.914294459749 +0.918375675951 +0.922456892154 +0.926538108356 +0.930619324559 +0.934700540761 +0.938781756964 +0.942862973166 +0.946944189368 +0.951025405571 +0.955106621773 +0.959187837976 +0.963269054178 +0.967350270381 +0.971431486583 +0.975512702785 +0.979593918988 +0.98367513519 +0.987756351393 +0.991837567595 +0.995918783798 +1.0 +0.606060606061 +0.610039791858 +0.614018977655 +0.617998163453 +0.62197734925 +0.625956535047 +0.629935720845 +0.633914906642 +0.63789409244 +0.641873278237 +0.645852464034 +0.649831649832 +0.653810835629 +0.657790021426 +0.661769207224 +0.665748393021 +0.669727578818 +0.673706764616 +0.677685950413 +0.681665136211 +0.685644322008 +0.689623507805 +0.693602693603 +0.6975818794 +0.701561065197 +0.705540250995 +0.709519436792 +0.71349862259 +0.717477808387 +0.721456994184 +0.725436179982 +0.729415365779 +0.733394551576 +0.737373737374 +0.741352923171 +0.745332108968 +0.749311294766 +0.753290480563 +0.757269666361 +0.761248852158 +0.765228037955 +0.769207223753 +0.77318640955 +0.777165595347 +0.781144781145 +0.785123966942 +0.78910315274 +0.793082338537 +0.797061524334 +0.801040710132 +0.805019895929 +0.808999081726 +0.812978267524 +0.816957453321 +0.820936639118 +0.824915824916 +0.828895010713 +0.832874196511 +0.836853382308 +0.840832568105 +0.844811753903 +0.8487909397 +0.852770125497 +0.856749311295 +0.860728497092 +0.86470768289 +0.868686868687 +0.872666054484 +0.876645240282 +0.880624426079 +0.884603611876 +0.888582797674 +0.892561983471 +0.896541169268 +0.900520355066 +0.904499540863 +0.908478726661 +0.912457912458 +0.916437098255 +0.920416284053 +0.92439546985 +0.928374655647 +0.932353841445 +0.936333027242 +0.940312213039 +0.944291398837 +0.948270584634 +0.952249770432 +0.956228956229 +0.960208142026 +0.964187327824 +0.968166513621 +0.972145699418 +0.976124885216 +0.980104071013 +0.984083256811 +0.988062442608 +0.992041628405 +0.996020814203 +1.0 +0.616161616162 +0.620038771554 +0.623915926946 +0.627793082339 +0.631670237731 +0.635547393123 +0.639424548515 +0.643301703908 +0.6471788593 +0.651056014692 +0.654933170085 +0.658810325477 +0.662687480869 +0.666564636262 +0.670441791654 +0.674318947046 +0.678196102439 +0.682073257831 +0.685950413223 +0.689827568615 +0.693704724008 +0.6975818794 +0.701459034792 +0.705336190185 +0.709213345577 +0.713090500969 +0.716967656362 +0.720844811754 +0.724721967146 +0.728599122539 +0.732476277931 +0.736353433323 +0.740230588715 +0.744107744108 +0.7479848995 +0.751862054892 +0.755739210285 +0.759616365677 +0.763493521069 +0.767370676462 +0.771247831854 +0.775124987246 +0.779002142639 +0.782879298031 +0.786756453423 +0.790633608815 +0.794510764208 +0.7983879196 +0.802265074992 +0.806142230385 +0.810019385777 +0.813896541169 +0.817773696562 +0.821650851954 +0.825528007346 +0.829405162738 +0.833282318131 +0.837159473523 +0.841036628915 +0.844913784308 +0.8487909397 +0.852668095092 +0.856545250485 +0.860422405877 +0.864299561269 +0.868176716662 +0.872053872054 +0.875931027446 +0.879808182838 +0.883685338231 +0.887562493623 +0.891439649015 +0.895316804408 +0.8991939598 +0.903071115192 +0.906948270585 +0.910825425977 +0.914702581369 +0.918579736762 +0.922456892154 +0.926334047546 +0.930211202938 +0.934088358331 +0.937965513723 +0.941842669115 +0.945719824508 +0.9495969799 +0.953474135292 +0.957351290685 +0.961228446077 +0.965105601469 +0.968982756862 +0.972859912254 +0.976737067646 +0.980614223038 +0.984491378431 +0.988368533823 +0.992245689215 +0.996122844608 +1.0 +0.626262626263 +0.63003775125 +0.633812876237 +0.637588001224 +0.641363126212 +0.645138251199 +0.648913376186 +0.652688501173 +0.656463626161 +0.660238751148 +0.664013876135 +0.667789001122 +0.67156412611 +0.675339251097 +0.679114376084 +0.682889501071 +0.686664626059 +0.690439751046 +0.694214876033 +0.69799000102 +0.701765126008 +0.705540250995 +0.709315375982 +0.713090500969 +0.716865625957 +0.720640750944 +0.724415875931 +0.728191000918 +0.731966125906 +0.735741250893 +0.73951637588 +0.743291500867 +0.747066625855 +0.750841750842 +0.754616875829 +0.758392000816 +0.762167125803 +0.765942250791 +0.769717375778 +0.773492500765 +0.777267625752 +0.78104275074 +0.784817875727 +0.788593000714 +0.792368125701 +0.796143250689 +0.799918375676 +0.803693500663 +0.80746862565 +0.811243750638 +0.815018875625 +0.818794000612 +0.822569125599 +0.826344250587 +0.830119375574 +0.833894500561 +0.837669625548 +0.841444750536 +0.845219875523 +0.84899500051 +0.852770125497 +0.856545250485 +0.860320375472 +0.864095500459 +0.867870625446 +0.871645750434 +0.875420875421 +0.879196000408 +0.882971125395 +0.886746250383 +0.89052137537 +0.894296500357 +0.898071625344 +0.901846750332 +0.905621875319 +0.909397000306 +0.913172125293 +0.916947250281 +0.920722375268 +0.924497500255 +0.928272625242 +0.93204775023 +0.935822875217 +0.939598000204 +0.943373125191 +0.947148250179 +0.950923375166 +0.954698500153 +0.95847362514 +0.962248750128 +0.966023875115 +0.969799000102 +0.973574125089 +0.977349250077 +0.981124375064 +0.984899500051 +0.988674625038 +0.992449750026 +0.996224875013 +1.0 +0.636363636364 +0.640036730946 +0.643709825528 +0.64738292011 +0.651056014692 +0.654729109275 +0.658402203857 +0.662075298439 +0.665748393021 +0.669421487603 +0.673094582185 +0.676767676768 +0.68044077135 +0.684113865932 +0.687786960514 +0.691460055096 +0.695133149679 +0.698806244261 +0.702479338843 +0.706152433425 +0.709825528007 +0.71349862259 +0.717171717172 +0.720844811754 +0.724517906336 +0.728191000918 +0.7318640955 +0.735537190083 +0.739210284665 +0.742883379247 +0.746556473829 +0.750229568411 +0.753902662994 +0.757575757576 +0.761248852158 +0.76492194674 +0.768595041322 +0.772268135904 +0.775941230487 +0.779614325069 +0.783287419651 +0.786960514233 +0.790633608815 +0.794306703398 +0.79797979798 +0.801652892562 +0.805325987144 +0.808999081726 +0.812672176309 +0.816345270891 +0.820018365473 +0.823691460055 +0.827364554637 +0.831037649219 +0.834710743802 +0.838383838384 +0.842056932966 +0.845730027548 +0.84940312213 +0.853076216713 +0.856749311295 +0.860422405877 +0.864095500459 +0.867768595041 +0.871441689624 +0.875114784206 +0.878787878788 +0.88246097337 +0.886134067952 +0.889807162534 +0.893480257117 +0.897153351699 +0.900826446281 +0.904499540863 +0.908172635445 +0.911845730028 +0.91551882461 +0.919191919192 +0.922865013774 +0.926538108356 +0.930211202938 +0.933884297521 +0.937557392103 +0.941230486685 +0.944903581267 +0.948576675849 +0.952249770432 +0.955922865014 +0.959595959596 +0.963269054178 +0.96694214876 +0.970615243343 +0.974288337925 +0.977961432507 +0.981634527089 +0.985307621671 +0.988980716253 +0.992653810836 +0.996326905418 +1.0 +0.646464646465 +0.650035710642 +0.653606774819 +0.657177838996 +0.660748903173 +0.66431996735 +0.667891031527 +0.671462095705 +0.675033159882 +0.678604224059 +0.682175288236 +0.685746352413 +0.68931741659 +0.692888480767 +0.696459544944 +0.700030609122 +0.703601673299 +0.707172737476 +0.710743801653 +0.71431486583 +0.717885930007 +0.721456994184 +0.725028058361 +0.728599122539 +0.732170186716 +0.735741250893 +0.73931231507 +0.742883379247 +0.746454443424 +0.750025507601 +0.753596571778 +0.757167635956 +0.760738700133 +0.76430976431 +0.767880828487 +0.771451892664 +0.775022956841 +0.778594021018 +0.782165085195 +0.785736149373 +0.78930721355 +0.792878277727 +0.796449341904 +0.800020406081 +0.803591470258 +0.807162534435 +0.810733598612 +0.81430466279 +0.817875726967 +0.821446791144 +0.825017855321 +0.828588919498 +0.832159983675 +0.835731047852 +0.839302112029 +0.842873176207 +0.846444240384 +0.850015304561 +0.853586368738 +0.857157432915 +0.860728497092 +0.864299561269 +0.867870625446 +0.871441689624 +0.875012753801 +0.878583817978 +0.882154882155 +0.885725946332 +0.889297010509 +0.892868074686 +0.896439138863 +0.900010203041 +0.903581267218 +0.907152331395 +0.910723395572 +0.914294459749 +0.917865523926 +0.921436588103 +0.92500765228 +0.928578716458 +0.932149780635 +0.935720844812 +0.939291908989 +0.942862973166 +0.946434037343 +0.95000510152 +0.953576165697 +0.957147229875 +0.960718294052 +0.964289358229 +0.967860422406 +0.971431486583 +0.97500255076 +0.978573614937 +0.982144679114 +0.985715743292 +0.989286807469 +0.992857871646 +0.996428935823 +1.0 +0.656565656566 +0.660034690338 +0.66350372411 +0.666972757882 +0.670441791654 +0.673910825426 +0.677379859198 +0.68084889297 +0.684317926742 +0.687786960514 +0.691255994286 +0.694725028058 +0.69819406183 +0.701663095602 +0.705132129375 +0.708601163147 +0.712070196919 +0.715539230691 +0.719008264463 +0.722477298235 +0.725946332007 +0.729415365779 +0.732884399551 +0.736353433323 +0.739822467095 +0.743291500867 +0.746760534639 +0.750229568411 +0.753698602183 +0.757167635956 +0.760636669728 +0.7641057035 +0.767574737272 +0.771043771044 +0.774512804816 +0.777981838588 +0.78145087236 +0.784919906132 +0.788388939904 +0.791857973676 +0.795327007448 +0.79879604122 +0.802265074992 +0.805734108764 +0.809203142536 +0.812672176309 +0.816141210081 +0.819610243853 +0.823079277625 +0.826548311397 +0.830017345169 +0.833486378941 +0.836955412713 +0.840424446485 +0.843893480257 +0.847362514029 +0.850831547801 +0.854300581573 +0.857769615345 +0.861238649117 +0.86470768289 +0.868176716662 +0.871645750434 +0.875114784206 +0.878583817978 +0.88205285175 +0.885521885522 +0.888990919294 +0.892459953066 +0.895928986838 +0.89939802061 +0.902867054382 +0.906336088154 +0.909805121926 +0.913274155698 +0.91674318947 +0.920212223243 +0.923681257015 +0.927150290787 +0.930619324559 +0.934088358331 +0.937557392103 +0.941026425875 +0.944495459647 +0.947964493419 +0.951433527191 +0.954902560963 +0.958371594735 +0.961840628507 +0.965309662279 +0.968778696051 +0.972247729823 +0.975716763596 +0.979185797368 +0.98265483114 +0.986123864912 +0.989592898684 +0.993061932456 +0.996530966228 +1.0 +0.666666666667 +0.670033670034 +0.673400673401 +0.676767676768 +0.680134680135 +0.683501683502 +0.686868686869 +0.690235690236 +0.693602693603 +0.69696969697 +0.700336700337 +0.703703703704 +0.707070707071 +0.710437710438 +0.713804713805 +0.717171717172 +0.720538720539 +0.723905723906 +0.727272727273 +0.73063973064 +0.734006734007 +0.737373737374 +0.740740740741 +0.744107744108 +0.747474747475 +0.750841750842 +0.754208754209 +0.757575757576 +0.760942760943 +0.76430976431 +0.767676767677 +0.771043771044 +0.774410774411 +0.777777777778 +0.781144781145 +0.784511784512 +0.787878787879 +0.791245791246 +0.794612794613 +0.79797979798 +0.801346801347 +0.804713804714 +0.808080808081 +0.811447811448 +0.814814814815 +0.818181818182 +0.821548821549 +0.824915824916 +0.828282828283 +0.83164983165 +0.835016835017 +0.838383838384 +0.841750841751 +0.845117845118 +0.848484848485 +0.851851851852 +0.855218855219 +0.858585858586 +0.861952861953 +0.86531986532 +0.868686868687 +0.872053872054 +0.875420875421 +0.878787878788 +0.882154882155 +0.885521885522 +0.888888888889 +0.892255892256 +0.895622895623 +0.89898989899 +0.902356902357 +0.905723905724 +0.909090909091 +0.912457912458 +0.915824915825 +0.919191919192 +0.922558922559 +0.925925925926 +0.929292929293 +0.93265993266 +0.936026936027 +0.939393939394 +0.942760942761 +0.946127946128 +0.949494949495 +0.952861952862 +0.956228956229 +0.959595959596 +0.962962962963 +0.96632996633 +0.969696969697 +0.973063973064 +0.976430976431 +0.979797979798 +0.983164983165 +0.986531986532 +0.989898989899 +0.993265993266 +0.996632996633 +1.0 +0.676767676768 +0.68003264973 +0.683297622692 +0.686562595654 +0.689827568615 +0.693092541577 +0.696357514539 +0.699622487501 +0.702887460463 +0.706152433425 +0.709417406387 +0.712682379349 +0.715947352311 +0.719212325273 +0.722477298235 +0.725742271197 +0.729007244159 +0.732272217121 +0.735537190083 +0.738802163045 +0.742067136007 +0.745332108968 +0.74859708193 +0.751862054892 +0.755127027854 +0.758392000816 +0.761656973778 +0.76492194674 +0.768186919702 +0.771451892664 +0.774716865626 +0.777981838588 +0.78124681155 +0.784511784512 +0.787776757474 +0.791041730436 +0.794306703398 +0.79757167636 +0.800836649321 +0.804101622283 +0.807366595245 +0.810631568207 +0.813896541169 +0.817161514131 +0.820426487093 +0.823691460055 +0.826956433017 +0.830221405979 +0.833486378941 +0.836751351903 +0.840016324865 +0.843281297827 +0.846546270789 +0.849811243751 +0.853076216713 +0.856341189675 +0.859606162636 +0.862871135598 +0.86613610856 +0.869401081522 +0.872666054484 +0.875931027446 +0.879196000408 +0.88246097337 +0.885725946332 +0.888990919294 +0.892255892256 +0.895520865218 +0.89878583818 +0.902050811142 +0.905315784104 +0.908580757066 +0.911845730028 +0.915110702989 +0.918375675951 +0.921640648913 +0.924905621875 +0.928170594837 +0.931435567799 +0.934700540761 +0.937965513723 +0.941230486685 +0.944495459647 +0.947760432609 +0.951025405571 +0.954290378533 +0.957555351495 +0.960820324457 +0.964085297419 +0.967350270381 +0.970615243343 +0.973880216304 +0.977145189266 +0.980410162228 +0.98367513519 +0.986940108152 +0.990205081114 +0.993470054076 +0.996735027038 +1.0 +0.686868686869 +0.690031629426 +0.693194571982 +0.696357514539 +0.699520457096 +0.702683399653 +0.70584634221 +0.709009284767 +0.712172227324 +0.715335169881 +0.718498112438 +0.721661054994 +0.724823997551 +0.727986940108 +0.731149882665 +0.734312825222 +0.737475767779 +0.740638710336 +0.743801652893 +0.746964595449 +0.750127538006 +0.753290480563 +0.75645342312 +0.759616365677 +0.762779308234 +0.765942250791 +0.769105193348 +0.772268135904 +0.775431078461 +0.778594021018 +0.781756963575 +0.784919906132 +0.788082848689 +0.791245791246 +0.794408733803 +0.79757167636 +0.800734618916 +0.803897561473 +0.80706050403 +0.810223446587 +0.813386389144 +0.816549331701 +0.819712274258 +0.822875216815 +0.826038159371 +0.829201101928 +0.832364044485 +0.835526987042 +0.838689929599 +0.841852872156 +0.845015814713 +0.84817875727 +0.851341699827 +0.854504642383 +0.85766758494 +0.860830527497 +0.863993470054 +0.867156412611 +0.870319355168 +0.873482297725 +0.876645240282 +0.879808182838 +0.882971125395 +0.886134067952 +0.889297010509 +0.892459953066 +0.895622895623 +0.89878583818 +0.901948780737 +0.905111723294 +0.90827466585 +0.911437608407 +0.914600550964 +0.917763493521 +0.920926436078 +0.924089378635 +0.927252321192 +0.930415263749 +0.933578206305 +0.936741148862 +0.939904091419 +0.943067033976 +0.946229976533 +0.94939291909 +0.952555861647 +0.955718804204 +0.958881746761 +0.962044689317 +0.965207631874 +0.968370574431 +0.971533516988 +0.974696459545 +0.977859402102 +0.981022344659 +0.984185287216 +0.987348229772 +0.990511172329 +0.993674114886 +0.996837057443 +1.0 +0.69696969697 +0.700030609122 +0.703091521273 +0.706152433425 +0.709213345577 +0.712274257729 +0.715335169881 +0.718396082032 +0.721456994184 +0.724517906336 +0.727578818488 +0.73063973064 +0.733700642792 +0.736761554943 +0.739822467095 +0.742883379247 +0.745944291399 +0.749005203551 +0.752066115702 +0.755127027854 +0.758187940006 +0.761248852158 +0.76430976431 +0.767370676462 +0.770431588613 +0.773492500765 +0.776553412917 +0.779614325069 +0.782675237221 +0.785736149373 +0.788797061524 +0.791857973676 +0.794918885828 +0.79797979798 +0.801040710132 +0.804101622283 +0.807162534435 +0.810223446587 +0.813284358739 +0.816345270891 +0.819406183043 +0.822467095194 +0.825528007346 +0.828588919498 +0.83164983165 +0.834710743802 +0.837771655953 +0.840832568105 +0.843893480257 +0.846954392409 +0.850015304561 +0.853076216713 +0.856137128864 +0.859198041016 +0.862258953168 +0.86531986532 +0.868380777472 +0.871441689624 +0.874502601775 +0.877563513927 +0.880624426079 +0.883685338231 +0.886746250383 +0.889807162534 +0.892868074686 +0.895928986838 +0.89898989899 +0.902050811142 +0.905111723294 +0.908172635445 +0.911233547597 +0.914294459749 +0.917355371901 +0.920416284053 +0.923477196204 +0.926538108356 +0.929599020508 +0.93265993266 +0.935720844812 +0.938781756964 +0.941842669115 +0.944903581267 +0.947964493419 +0.951025405571 +0.954086317723 +0.957147229875 +0.960208142026 +0.963269054178 +0.96632996633 +0.969390878482 +0.972451790634 +0.975512702785 +0.978573614937 +0.981634527089 +0.984695439241 +0.987756351393 +0.990817263545 +0.993878175696 +0.996939087848 +1.0 +0.707070707071 +0.710029588817 +0.712988470564 +0.715947352311 +0.718906234058 +0.721865115805 +0.724823997551 +0.727782879298 +0.730741761045 +0.733700642792 +0.736659524538 +0.739618406285 +0.742577288032 +0.745536169779 +0.748495051525 +0.751453933272 +0.754412815019 +0.757371696766 +0.760330578512 +0.763289460259 +0.766248342006 +0.769207223753 +0.772166105499 +0.775124987246 +0.778083868993 +0.78104275074 +0.784001632486 +0.786960514233 +0.78991939598 +0.792878277727 +0.795837159474 +0.79879604122 +0.801754922967 +0.804713804714 +0.807672686461 +0.810631568207 +0.813590449954 +0.816549331701 +0.819508213448 +0.822467095194 +0.825425976941 +0.828384858688 +0.831343740435 +0.834302622181 +0.837261503928 +0.840220385675 +0.843179267422 +0.846138149168 +0.849097030915 +0.852055912662 +0.855014794409 +0.857973676155 +0.860932557902 +0.863891439649 +0.866850321396 +0.869809203143 +0.872768084889 +0.875726966636 +0.878685848383 +0.88164473013 +0.884603611876 +0.887562493623 +0.89052137537 +0.893480257117 +0.896439138863 +0.89939802061 +0.902356902357 +0.905315784104 +0.90827466585 +0.911233547597 +0.914192429344 +0.917151311091 +0.920110192837 +0.923069074584 +0.926027956331 +0.928986838078 +0.931945719825 +0.934904601571 +0.937863483318 +0.940822365065 +0.943781246812 +0.946740128558 +0.949699010305 +0.952657892052 +0.955616773799 +0.958575655545 +0.961534537292 +0.964493419039 +0.967452300786 +0.970411182532 +0.973370064279 +0.976328946026 +0.979287827773 +0.982246709519 +0.985205591266 +0.988164473013 +0.99112335476 +0.994082236506 +0.997041118253 +1.0 +0.717171717172 +0.720028568513 +0.722885419855 +0.725742271197 +0.728599122539 +0.73145597388 +0.734312825222 +0.737169676564 +0.740026527905 +0.742883379247 +0.745740230589 +0.74859708193 +0.751453933272 +0.754310784614 +0.757167635956 +0.760024487297 +0.762881338639 +0.765738189981 +0.768595041322 +0.771451892664 +0.774308744006 +0.777165595347 +0.780022446689 +0.782879298031 +0.785736149373 +0.788593000714 +0.791449852056 +0.794306703398 +0.797163554739 +0.800020406081 +0.802877257423 +0.805734108764 +0.808590960106 +0.811447811448 +0.81430466279 +0.817161514131 +0.820018365473 +0.822875216815 +0.825732068156 +0.828588919498 +0.83144577084 +0.834302622181 +0.837159473523 +0.840016324865 +0.842873176207 +0.845730027548 +0.84858687889 +0.851443730232 +0.854300581573 +0.857157432915 +0.860014284257 +0.862871135598 +0.86572798694 +0.868584838282 +0.871441689624 +0.874298540965 +0.877155392307 +0.880012243649 +0.88286909499 +0.885725946332 +0.888582797674 +0.891439649015 +0.894296500357 +0.897153351699 +0.900010203041 +0.902867054382 +0.905723905724 +0.908580757066 +0.911437608407 +0.914294459749 +0.917151311091 +0.920008162432 +0.922865013774 +0.925721865116 +0.928578716458 +0.931435567799 +0.934292419141 +0.937149270483 +0.940006121824 +0.942862973166 +0.945719824508 +0.948576675849 +0.951433527191 +0.954290378533 +0.957147229875 +0.960004081216 +0.962860932558 +0.9657177839 +0.968574635241 +0.971431486583 +0.974288337925 +0.977145189266 +0.980002040608 +0.98285889195 +0.985715743292 +0.988572594633 +0.991429445975 +0.994286297317 +0.997143148658 +1.0 +0.727272727273 +0.730027548209 +0.732782369146 +0.735537190083 +0.738292011019 +0.741046831956 +0.743801652893 +0.746556473829 +0.749311294766 +0.752066115702 +0.754820936639 +0.757575757576 +0.760330578512 +0.763085399449 +0.765840220386 +0.768595041322 +0.771349862259 +0.774104683196 +0.776859504132 +0.779614325069 +0.782369146006 +0.785123966942 +0.787878787879 +0.790633608815 +0.793388429752 +0.796143250689 +0.798898071625 +0.801652892562 +0.804407713499 +0.807162534435 +0.809917355372 +0.812672176309 +0.815426997245 +0.818181818182 +0.820936639118 +0.823691460055 +0.826446280992 +0.829201101928 +0.831955922865 +0.834710743802 +0.837465564738 +0.840220385675 +0.842975206612 +0.845730027548 +0.848484848485 +0.851239669421 +0.853994490358 +0.856749311295 +0.859504132231 +0.862258953168 +0.865013774105 +0.867768595041 +0.870523415978 +0.873278236915 +0.876033057851 +0.878787878788 +0.881542699725 +0.884297520661 +0.887052341598 +0.889807162534 +0.892561983471 +0.895316804408 +0.898071625344 +0.900826446281 +0.903581267218 +0.906336088154 +0.909090909091 +0.911845730028 +0.914600550964 +0.917355371901 +0.920110192837 +0.922865013774 +0.925619834711 +0.928374655647 +0.931129476584 +0.933884297521 +0.936639118457 +0.939393939394 +0.942148760331 +0.944903581267 +0.947658402204 +0.95041322314 +0.953168044077 +0.955922865014 +0.95867768595 +0.961432506887 +0.964187327824 +0.96694214876 +0.969696969697 +0.972451790634 +0.97520661157 +0.977961432507 +0.980716253444 +0.98347107438 +0.986225895317 +0.988980716253 +0.99173553719 +0.994490358127 +0.997245179063 +1.0 +0.737373737374 +0.740026527905 +0.742679318437 +0.745332108968 +0.7479848995 +0.750637690032 +0.753290480563 +0.755943271095 +0.758596061626 +0.761248852158 +0.76390164269 +0.766554433221 +0.769207223753 +0.771860014284 +0.774512804816 +0.777165595347 +0.779818385879 +0.782471176411 +0.785123966942 +0.787776757474 +0.790429548005 +0.793082338537 +0.795735129068 +0.7983879196 +0.801040710132 +0.803693500663 +0.806346291195 +0.808999081726 +0.811651872258 +0.81430466279 +0.816957453321 +0.819610243853 +0.822263034384 +0.824915824916 +0.827568615447 +0.830221405979 +0.832874196511 +0.835526987042 +0.838179777574 +0.840832568105 +0.843485358637 +0.846138149168 +0.8487909397 +0.851443730232 +0.854096520763 +0.856749311295 +0.859402101826 +0.862054892358 +0.86470768289 +0.867360473421 +0.870013263953 +0.872666054484 +0.875318845016 +0.877971635547 +0.880624426079 +0.883277216611 +0.885930007142 +0.888582797674 +0.891235588205 +0.893888378737 +0.896541169268 +0.8991939598 +0.901846750332 +0.904499540863 +0.907152331395 +0.909805121926 +0.912457912458 +0.915110702989 +0.917763493521 +0.920416284053 +0.923069074584 +0.925721865116 +0.928374655647 +0.931027446179 +0.933680236711 +0.936333027242 +0.938985817774 +0.941638608305 +0.944291398837 +0.946944189368 +0.9495969799 +0.952249770432 +0.954902560963 +0.957555351495 +0.960208142026 +0.962860932558 +0.965513723089 +0.968166513621 +0.970819304153 +0.973472094684 +0.976124885216 +0.978777675747 +0.981430466279 +0.984083256811 +0.986736047342 +0.989388837874 +0.992041628405 +0.994694418937 +0.997347209468 +1.0 +0.747474747475 +0.750025507601 +0.752576267728 +0.755127027854 +0.757677787981 +0.760228548107 +0.762779308234 +0.76533006836 +0.767880828487 +0.770431588613 +0.77298234874 +0.775533108866 +0.778083868993 +0.780634629119 +0.783185389246 +0.785736149373 +0.788286909499 +0.790837669626 +0.793388429752 +0.795939189879 +0.798489950005 +0.801040710132 +0.803591470258 +0.806142230385 +0.808692990511 +0.811243750638 +0.813794510764 +0.816345270891 +0.818896031017 +0.821446791144 +0.82399755127 +0.826548311397 +0.829099071523 +0.83164983165 +0.834200591776 +0.836751351903 +0.839302112029 +0.841852872156 +0.844403632282 +0.846954392409 +0.849505152535 +0.852055912662 +0.854606672788 +0.857157432915 +0.859708193042 +0.862258953168 +0.864809713295 +0.867360473421 +0.869911233548 +0.872461993674 +0.875012753801 +0.877563513927 +0.880114274054 +0.88266503418 +0.885215794307 +0.887766554433 +0.89031731456 +0.892868074686 +0.895418834813 +0.897969594939 +0.900520355066 +0.903071115192 +0.905621875319 +0.908172635445 +0.910723395572 +0.913274155698 +0.915824915825 +0.918375675951 +0.920926436078 +0.923477196204 +0.926027956331 +0.928578716458 +0.931129476584 +0.933680236711 +0.936230996837 +0.938781756964 +0.94133251709 +0.943883277217 +0.946434037343 +0.94898479747 +0.951535557596 +0.954086317723 +0.956637077849 +0.959187837976 +0.961738598102 +0.964289358229 +0.966840118355 +0.969390878482 +0.971941638608 +0.974492398735 +0.977043158861 +0.979593918988 +0.982144679114 +0.984695439241 +0.987246199367 +0.989796959494 +0.99234771962 +0.994898479747 +0.997449239873 +1.0 +0.757575757576 +0.760024487297 +0.762473217019 +0.76492194674 +0.767370676462 +0.769819406183 +0.772268135904 +0.774716865626 +0.777165595347 +0.779614325069 +0.78206305479 +0.784511784512 +0.786960514233 +0.789409243955 +0.791857973676 +0.794306703398 +0.796755433119 +0.799204162841 +0.801652892562 +0.804101622283 +0.806550352005 +0.808999081726 +0.811447811448 +0.813896541169 +0.816345270891 +0.818794000612 +0.821242730334 +0.823691460055 +0.826140189777 +0.828588919498 +0.831037649219 +0.833486378941 +0.835935108662 +0.838383838384 +0.840832568105 +0.843281297827 +0.845730027548 +0.84817875727 +0.850627486991 +0.853076216713 +0.855524946434 +0.857973676155 +0.860422405877 +0.862871135598 +0.86531986532 +0.867768595041 +0.870217324763 +0.872666054484 +0.875114784206 +0.877563513927 +0.880012243649 +0.88246097337 +0.884909703092 +0.887358432813 +0.889807162534 +0.892255892256 +0.894704621977 +0.897153351699 +0.89960208142 +0.902050811142 +0.904499540863 +0.906948270585 +0.909397000306 +0.911845730028 +0.914294459749 +0.91674318947 +0.919191919192 +0.921640648913 +0.924089378635 +0.926538108356 +0.928986838078 +0.931435567799 +0.933884297521 +0.936333027242 +0.938781756964 +0.941230486685 +0.943679216406 +0.946127946128 +0.948576675849 +0.951025405571 +0.953474135292 +0.955922865014 +0.958371594735 +0.960820324457 +0.963269054178 +0.9657177839 +0.968166513621 +0.970615243343 +0.973063973064 +0.975512702785 +0.977961432507 +0.980410162228 +0.98285889195 +0.985307621671 +0.987756351393 +0.990205081114 +0.992653810836 +0.995102540557 +0.997551270279 +1.0 +0.767676767677 +0.770023466993 +0.77237016631 +0.774716865626 +0.777063564942 +0.779410264259 +0.781756963575 +0.784103662892 +0.786450362208 +0.788797061524 +0.791143760841 +0.793490460157 +0.795837159474 +0.79818385879 +0.800530558106 +0.802877257423 +0.805223956739 +0.807570656056 +0.809917355372 +0.812264054688 +0.814610754005 +0.816957453321 +0.819304152637 +0.821650851954 +0.82399755127 +0.826344250587 +0.828690949903 +0.831037649219 +0.833384348536 +0.835731047852 +0.838077747169 +0.840424446485 +0.842771145801 +0.845117845118 +0.847464544434 +0.849811243751 +0.852157943067 +0.854504642383 +0.8568513417 +0.859198041016 +0.861544740333 +0.863891439649 +0.866238138965 +0.868584838282 +0.870931537598 +0.873278236915 +0.875624936231 +0.877971635547 +0.880318334864 +0.88266503418 +0.885011733497 +0.887358432813 +0.889705132129 +0.892051831446 +0.894398530762 +0.896745230079 +0.899091929395 +0.901438628711 +0.903785328028 +0.906132027344 +0.908478726661 +0.910825425977 +0.913172125293 +0.91551882461 +0.917865523926 +0.920212223243 +0.922558922559 +0.924905621875 +0.927252321192 +0.929599020508 +0.931945719825 +0.934292419141 +0.936639118457 +0.938985817774 +0.94133251709 +0.943679216406 +0.946025915723 +0.948372615039 +0.950719314356 +0.953066013672 +0.955412712988 +0.957759412305 +0.960106111621 +0.962452810938 +0.964799510254 +0.96714620957 +0.969492908887 +0.971839608203 +0.97418630752 +0.976533006836 +0.978879706152 +0.981226405469 +0.983573104785 +0.985919804102 +0.988266503418 +0.990613202734 +0.992959902051 +0.995306601367 +0.997653300684 +1.0 +0.777777777778 +0.780022446689 +0.7822671156 +0.784511784512 +0.786756453423 +0.789001122334 +0.791245791246 +0.793490460157 +0.795735129068 +0.79797979798 +0.800224466891 +0.802469135802 +0.804713804714 +0.806958473625 +0.809203142536 +0.811447811448 +0.813692480359 +0.81593714927 +0.818181818182 +0.820426487093 +0.822671156004 +0.824915824916 +0.827160493827 +0.829405162738 +0.83164983165 +0.833894500561 +0.836139169473 +0.838383838384 +0.840628507295 +0.842873176207 +0.845117845118 +0.847362514029 +0.849607182941 +0.851851851852 +0.854096520763 +0.856341189675 +0.858585858586 +0.860830527497 +0.863075196409 +0.86531986532 +0.867564534231 +0.869809203143 +0.872053872054 +0.874298540965 +0.876543209877 +0.878787878788 +0.881032547699 +0.883277216611 +0.885521885522 +0.887766554433 +0.890011223345 +0.892255892256 +0.894500561167 +0.896745230079 +0.89898989899 +0.901234567901 +0.903479236813 +0.905723905724 +0.907968574635 +0.910213243547 +0.912457912458 +0.914702581369 +0.916947250281 +0.919191919192 +0.921436588103 +0.923681257015 +0.925925925926 +0.928170594837 +0.930415263749 +0.93265993266 +0.934904601571 +0.937149270483 +0.939393939394 +0.941638608305 +0.943883277217 +0.946127946128 +0.948372615039 +0.950617283951 +0.952861952862 +0.955106621773 +0.957351290685 +0.959595959596 +0.961840628507 +0.964085297419 +0.96632996633 +0.968574635241 +0.970819304153 +0.973063973064 +0.975308641975 +0.977553310887 +0.979797979798 +0.982042648709 +0.984287317621 +0.986531986532 +0.988776655443 +0.991021324355 +0.993265993266 +0.995510662177 +0.997755331089 +1.0 +0.787878787879 +0.790021426385 +0.792164064891 +0.794306703398 +0.796449341904 +0.79859198041 +0.800734618916 +0.802877257423 +0.805019895929 +0.807162534435 +0.809305172942 +0.811447811448 +0.813590449954 +0.81573308846 +0.817875726967 +0.820018365473 +0.822161003979 +0.824303642485 +0.826446280992 +0.828588919498 +0.830731558004 +0.832874196511 +0.835016835017 +0.837159473523 +0.839302112029 +0.841444750536 +0.843587389042 +0.845730027548 +0.847872666054 +0.850015304561 +0.852157943067 +0.854300581573 +0.85644322008 +0.858585858586 +0.860728497092 +0.862871135598 +0.865013774105 +0.867156412611 +0.869299051117 +0.871441689624 +0.87358432813 +0.875726966636 +0.877869605142 +0.880012243649 +0.882154882155 +0.884297520661 +0.886440159167 +0.888582797674 +0.89072543618 +0.892868074686 +0.895010713193 +0.897153351699 +0.899295990205 +0.901438628711 +0.903581267218 +0.905723905724 +0.90786654423 +0.910009182736 +0.912151821243 +0.914294459749 +0.916437098255 +0.918579736762 +0.920722375268 +0.922865013774 +0.92500765228 +0.927150290787 +0.929292929293 +0.931435567799 +0.933578206305 +0.935720844812 +0.937863483318 +0.940006121824 +0.942148760331 +0.944291398837 +0.946434037343 +0.948576675849 +0.950719314356 +0.952861952862 +0.955004591368 +0.957147229875 +0.959289868381 +0.961432506887 +0.963575145393 +0.9657177839 +0.967860422406 +0.970003060912 +0.972145699418 +0.974288337925 +0.976430976431 +0.978573614937 +0.980716253444 +0.98285889195 +0.985001530456 +0.987144168962 +0.989286807469 +0.991429445975 +0.993572084481 +0.995714722987 +0.997857361494 +1.0 +0.79797979798 +0.800020406081 +0.802061014182 +0.804101622283 +0.806142230385 +0.808182838486 +0.810223446587 +0.812264054688 +0.81430466279 +0.816345270891 +0.818385878992 +0.820426487093 +0.822467095194 +0.824507703296 +0.826548311397 +0.828588919498 +0.830629527599 +0.8326701357 +0.834710743802 +0.836751351903 +0.838791960004 +0.840832568105 +0.842873176207 +0.844913784308 +0.846954392409 +0.84899500051 +0.851035608611 +0.853076216713 +0.855116824814 +0.857157432915 +0.859198041016 +0.861238649117 +0.863279257219 +0.86531986532 +0.867360473421 +0.869401081522 +0.871441689624 +0.873482297725 +0.875522905826 +0.877563513927 +0.879604122028 +0.88164473013 +0.883685338231 +0.885725946332 +0.887766554433 +0.889807162534 +0.891847770636 +0.893888378737 +0.895928986838 +0.897969594939 +0.900010203041 +0.902050811142 +0.904091419243 +0.906132027344 +0.908172635445 +0.910213243547 +0.912253851648 +0.914294459749 +0.91633506785 +0.918375675951 +0.920416284053 +0.922456892154 +0.924497500255 +0.926538108356 +0.928578716458 +0.930619324559 +0.93265993266 +0.934700540761 +0.936741148862 +0.938781756964 +0.940822365065 +0.942862973166 +0.944903581267 +0.946944189368 +0.94898479747 +0.951025405571 +0.953066013672 +0.955106621773 +0.957147229875 +0.959187837976 +0.961228446077 +0.963269054178 +0.965309662279 +0.967350270381 +0.969390878482 +0.971431486583 +0.973472094684 +0.975512702785 +0.977553310887 +0.979593918988 +0.981634527089 +0.98367513519 +0.985715743292 +0.987756351393 +0.989796959494 +0.991837567595 +0.993878175696 +0.995918783798 +0.997959391899 +1.0 +0.808080808081 +0.810019385777 +0.811957963473 +0.813896541169 +0.815835118865 +0.817773696562 +0.819712274258 +0.821650851954 +0.82358942965 +0.825528007346 +0.827466585042 +0.829405162738 +0.831343740435 +0.833282318131 +0.835220895827 +0.837159473523 +0.839098051219 +0.841036628915 +0.842975206612 +0.844913784308 +0.846852362004 +0.8487909397 +0.850729517396 +0.852668095092 +0.854606672788 +0.856545250485 +0.858483828181 +0.860422405877 +0.862360983573 +0.864299561269 +0.866238138965 +0.868176716662 +0.870115294358 +0.872053872054 +0.87399244975 +0.875931027446 +0.877869605142 +0.879808182838 +0.881746760535 +0.883685338231 +0.885623915927 +0.887562493623 +0.889501071319 +0.891439649015 +0.893378226712 +0.895316804408 +0.897255382104 +0.8991939598 +0.901132537496 +0.903071115192 +0.905009692888 +0.906948270585 +0.908886848281 +0.910825425977 +0.912764003673 +0.914702581369 +0.916641159065 +0.918579736762 +0.920518314458 +0.922456892154 +0.92439546985 +0.926334047546 +0.928272625242 +0.930211202938 +0.932149780635 +0.934088358331 +0.936026936027 +0.937965513723 +0.939904091419 +0.941842669115 +0.943781246812 +0.945719824508 +0.947658402204 +0.9495969799 +0.951535557596 +0.953474135292 +0.955412712988 +0.957351290685 +0.959289868381 +0.961228446077 +0.963167023773 +0.965105601469 +0.967044179165 +0.968982756862 +0.970921334558 +0.972859912254 +0.97479848995 +0.976737067646 +0.978675645342 +0.980614223038 +0.982552800735 +0.984491378431 +0.986429956127 +0.988368533823 +0.990307111519 +0.992245689215 +0.994184266912 +0.996122844608 +0.998061422304 +1.0 +0.818181818182 +0.820018365473 +0.821854912764 +0.823691460055 +0.825528007346 +0.827364554637 +0.829201101928 +0.831037649219 +0.832874196511 +0.834710743802 +0.836547291093 +0.838383838384 +0.840220385675 +0.842056932966 +0.843893480257 +0.845730027548 +0.847566574839 +0.84940312213 +0.851239669421 +0.853076216713 +0.854912764004 +0.856749311295 +0.858585858586 +0.860422405877 +0.862258953168 +0.864095500459 +0.86593204775 +0.867768595041 +0.869605142332 +0.871441689624 +0.873278236915 +0.875114784206 +0.876951331497 +0.878787878788 +0.880624426079 +0.88246097337 +0.884297520661 +0.886134067952 +0.887970615243 +0.889807162534 +0.891643709826 +0.893480257117 +0.895316804408 +0.897153351699 +0.89898989899 +0.900826446281 +0.902662993572 +0.904499540863 +0.906336088154 +0.908172635445 +0.910009182736 +0.911845730028 +0.913682277319 +0.91551882461 +0.917355371901 +0.919191919192 +0.921028466483 +0.922865013774 +0.924701561065 +0.926538108356 +0.928374655647 +0.930211202938 +0.93204775023 +0.933884297521 +0.935720844812 +0.937557392103 +0.939393939394 +0.941230486685 +0.943067033976 +0.944903581267 +0.946740128558 +0.948576675849 +0.95041322314 +0.952249770432 +0.954086317723 +0.955922865014 +0.957759412305 +0.959595959596 +0.961432506887 +0.963269054178 +0.965105601469 +0.96694214876 +0.968778696051 +0.970615243343 +0.972451790634 +0.974288337925 +0.976124885216 +0.977961432507 +0.979797979798 +0.981634527089 +0.98347107438 +0.985307621671 +0.987144168962 +0.988980716253 +0.990817263545 +0.992653810836 +0.994490358127 +0.996326905418 +0.998163452709 +1.0 +0.828282828283 +0.830017345169 +0.831751862055 +0.833486378941 +0.835220895827 +0.836955412713 +0.838689929599 +0.840424446485 +0.842158963371 +0.843893480257 +0.845627997143 +0.847362514029 +0.849097030915 +0.850831547801 +0.852566064687 +0.854300581573 +0.856035098459 +0.857769615345 +0.859504132231 +0.861238649117 +0.862973166003 +0.86470768289 +0.866442199776 +0.868176716662 +0.869911233548 +0.871645750434 +0.87338026732 +0.875114784206 +0.876849301092 +0.878583817978 +0.880318334864 +0.88205285175 +0.883787368636 +0.885521885522 +0.887256402408 +0.888990919294 +0.89072543618 +0.892459953066 +0.894194469952 +0.895928986838 +0.897663503724 +0.89939802061 +0.901132537496 +0.902867054382 +0.904601571268 +0.906336088154 +0.90807060504 +0.909805121926 +0.911539638812 +0.913274155698 +0.915008672584 +0.91674318947 +0.918477706356 +0.920212223243 +0.921946740129 +0.923681257015 +0.925415773901 +0.927150290787 +0.928884807673 +0.930619324559 +0.932353841445 +0.934088358331 +0.935822875217 +0.937557392103 +0.939291908989 +0.941026425875 +0.942760942761 +0.944495459647 +0.946229976533 +0.947964493419 +0.949699010305 +0.951433527191 +0.953168044077 +0.954902560963 +0.956637077849 +0.958371594735 +0.960106111621 +0.961840628507 +0.963575145393 +0.965309662279 +0.967044179165 +0.968778696051 +0.970513212937 +0.972247729823 +0.97398224671 +0.975716763596 +0.977451280482 +0.979185797368 +0.980920314254 +0.98265483114 +0.984389348026 +0.986123864912 +0.987858381798 +0.989592898684 +0.99132741557 +0.993061932456 +0.994796449342 +0.996530966228 +0.998265483114 +1.0 +0.838383838384 +0.840016324865 +0.841648811346 +0.843281297827 +0.844913784308 +0.846546270789 +0.84817875727 +0.849811243751 +0.851443730232 +0.853076216713 +0.854708703194 +0.856341189675 +0.857973676155 +0.859606162636 +0.861238649117 +0.862871135598 +0.864503622079 +0.86613610856 +0.867768595041 +0.869401081522 +0.871033568003 +0.872666054484 +0.874298540965 +0.875931027446 +0.877563513927 +0.879196000408 +0.880828486889 +0.88246097337 +0.884093459851 +0.885725946332 +0.887358432813 +0.888990919294 +0.890623405775 +0.892255892256 +0.893888378737 +0.895520865218 +0.897153351699 +0.89878583818 +0.900418324661 +0.902050811142 +0.903683297623 +0.905315784104 +0.906948270585 +0.908580757066 +0.910213243547 +0.911845730028 +0.913478216509 +0.915110702989 +0.91674318947 +0.918375675951 +0.920008162432 +0.921640648913 +0.923273135394 +0.924905621875 +0.926538108356 +0.928170594837 +0.929803081318 +0.931435567799 +0.93306805428 +0.934700540761 +0.936333027242 +0.937965513723 +0.939598000204 +0.941230486685 +0.942862973166 +0.944495459647 +0.946127946128 +0.947760432609 +0.94939291909 +0.951025405571 +0.952657892052 +0.954290378533 +0.955922865014 +0.957555351495 +0.959187837976 +0.960820324457 +0.962452810938 +0.964085297419 +0.9657177839 +0.967350270381 +0.968982756862 +0.970615243343 +0.972247729823 +0.973880216304 +0.975512702785 +0.977145189266 +0.978777675747 +0.980410162228 +0.982042648709 +0.98367513519 +0.985307621671 +0.986940108152 +0.988572594633 +0.990205081114 +0.991837567595 +0.993470054076 +0.995102540557 +0.996735027038 +0.998367513519 +1.0 +0.848484848485 +0.850015304561 +0.851545760637 +0.853076216713 +0.854606672788 +0.856137128864 +0.85766758494 +0.859198041016 +0.860728497092 +0.862258953168 +0.863789409244 +0.86531986532 +0.866850321396 +0.868380777472 +0.869911233548 +0.871441689624 +0.872972145699 +0.874502601775 +0.876033057851 +0.877563513927 +0.879093970003 +0.880624426079 +0.882154882155 +0.883685338231 +0.885215794307 +0.886746250383 +0.888276706459 +0.889807162534 +0.89133761861 +0.892868074686 +0.894398530762 +0.895928986838 +0.897459442914 +0.89898989899 +0.900520355066 +0.902050811142 +0.903581267218 +0.905111723294 +0.906642179369 +0.908172635445 +0.909703091521 +0.911233547597 +0.912764003673 +0.914294459749 +0.915824915825 +0.917355371901 +0.918885827977 +0.920416284053 +0.921946740129 +0.923477196204 +0.92500765228 +0.926538108356 +0.928068564432 +0.929599020508 +0.931129476584 +0.93265993266 +0.934190388736 +0.935720844812 +0.937251300888 +0.938781756964 +0.940312213039 +0.941842669115 +0.943373125191 +0.944903581267 +0.946434037343 +0.947964493419 +0.949494949495 +0.951025405571 +0.952555861647 +0.954086317723 +0.955616773799 +0.957147229875 +0.95867768595 +0.960208142026 +0.961738598102 +0.963269054178 +0.964799510254 +0.96632996633 +0.967860422406 +0.969390878482 +0.970921334558 +0.972451790634 +0.97398224671 +0.975512702785 +0.977043158861 +0.978573614937 +0.980104071013 +0.981634527089 +0.983164983165 +0.984695439241 +0.986225895317 +0.987756351393 +0.989286807469 +0.990817263545 +0.99234771962 +0.993878175696 +0.995408631772 +0.996939087848 +0.998469543924 +1.0 +0.858585858586 +0.860014284257 +0.861442709928 +0.862871135598 +0.864299561269 +0.86572798694 +0.867156412611 +0.868584838282 +0.870013263953 +0.871441689624 +0.872870115294 +0.874298540965 +0.875726966636 +0.877155392307 +0.878583817978 +0.880012243649 +0.881440669319 +0.88286909499 +0.884297520661 +0.885725946332 +0.887154372003 +0.888582797674 +0.890011223345 +0.891439649015 +0.892868074686 +0.894296500357 +0.895724926028 +0.897153351699 +0.89858177737 +0.900010203041 +0.901438628711 +0.902867054382 +0.904295480053 +0.905723905724 +0.907152331395 +0.908580757066 +0.910009182736 +0.911437608407 +0.912866034078 +0.914294459749 +0.91572288542 +0.917151311091 +0.918579736762 +0.920008162432 +0.921436588103 +0.922865013774 +0.924293439445 +0.925721865116 +0.927150290787 +0.928578716458 +0.930007142128 +0.931435567799 +0.93286399347 +0.934292419141 +0.935720844812 +0.937149270483 +0.938577696153 +0.940006121824 +0.941434547495 +0.942862973166 +0.944291398837 +0.945719824508 +0.947148250179 +0.948576675849 +0.95000510152 +0.951433527191 +0.952861952862 +0.954290378533 +0.955718804204 +0.957147229875 +0.958575655545 +0.960004081216 +0.961432506887 +0.962860932558 +0.964289358229 +0.9657177839 +0.96714620957 +0.968574635241 +0.970003060912 +0.971431486583 +0.972859912254 +0.974288337925 +0.975716763596 +0.977145189266 +0.978573614937 +0.980002040608 +0.981430466279 +0.98285889195 +0.984287317621 +0.985715743292 +0.987144168962 +0.988572594633 +0.990001020304 +0.991429445975 +0.992857871646 +0.994286297317 +0.995714722987 +0.997143148658 +0.998571574329 +1.0 +0.868686868687 +0.870013263953 +0.871339659218 +0.872666054484 +0.87399244975 +0.875318845016 +0.876645240282 +0.877971635547 +0.879298030813 +0.880624426079 +0.881950821345 +0.883277216611 +0.884603611876 +0.885930007142 +0.887256402408 +0.888582797674 +0.889909192939 +0.891235588205 +0.892561983471 +0.893888378737 +0.895214774003 +0.896541169268 +0.897867564534 +0.8991939598 +0.900520355066 +0.901846750332 +0.903173145597 +0.904499540863 +0.905825936129 +0.907152331395 +0.908478726661 +0.909805121926 +0.911131517192 +0.912457912458 +0.913784307724 +0.915110702989 +0.916437098255 +0.917763493521 +0.919089888787 +0.920416284053 +0.921742679318 +0.923069074584 +0.92439546985 +0.925721865116 +0.927048260382 +0.928374655647 +0.929701050913 +0.931027446179 +0.932353841445 +0.933680236711 +0.935006631976 +0.936333027242 +0.937659422508 +0.938985817774 +0.940312213039 +0.941638608305 +0.942965003571 +0.944291398837 +0.945617794103 +0.946944189368 +0.948270584634 +0.9495969799 +0.950923375166 +0.952249770432 +0.953576165697 +0.954902560963 +0.956228956229 +0.957555351495 +0.958881746761 +0.960208142026 +0.961534537292 +0.962860932558 +0.964187327824 +0.965513723089 +0.966840118355 +0.968166513621 +0.969492908887 +0.970819304153 +0.972145699418 +0.973472094684 +0.97479848995 +0.976124885216 +0.977451280482 +0.978777675747 +0.980104071013 +0.981430466279 +0.982756861545 +0.984083256811 +0.985409652076 +0.986736047342 +0.988062442608 +0.989388837874 +0.990715233139 +0.992041628405 +0.993368023671 +0.994694418937 +0.996020814203 +0.997347209468 +0.998673604734 +1.0 +0.878787878788 +0.880012243649 +0.881236608509 +0.88246097337 +0.883685338231 +0.884909703092 +0.886134067952 +0.887358432813 +0.888582797674 +0.889807162534 +0.891031527395 +0.892255892256 +0.893480257117 +0.894704621977 +0.895928986838 +0.897153351699 +0.89837771656 +0.89960208142 +0.900826446281 +0.902050811142 +0.903275176002 +0.904499540863 +0.905723905724 +0.906948270585 +0.908172635445 +0.909397000306 +0.910621365167 +0.911845730028 +0.913070094888 +0.914294459749 +0.91551882461 +0.91674318947 +0.917967554331 +0.919191919192 +0.920416284053 +0.921640648913 +0.922865013774 +0.924089378635 +0.925313743496 +0.926538108356 +0.927762473217 +0.928986838078 +0.930211202938 +0.931435567799 +0.93265993266 +0.933884297521 +0.935108662381 +0.936333027242 +0.937557392103 +0.938781756964 +0.940006121824 +0.941230486685 +0.942454851546 +0.943679216406 +0.944903581267 +0.946127946128 +0.947352310989 +0.948576675849 +0.94980104071 +0.951025405571 +0.952249770432 +0.953474135292 +0.954698500153 +0.955922865014 +0.957147229875 +0.958371594735 +0.959595959596 +0.960820324457 +0.962044689317 +0.963269054178 +0.964493419039 +0.9657177839 +0.96694214876 +0.968166513621 +0.969390878482 +0.970615243343 +0.971839608203 +0.973063973064 +0.974288337925 +0.975512702785 +0.976737067646 +0.977961432507 +0.979185797368 +0.980410162228 +0.981634527089 +0.98285889195 +0.984083256811 +0.985307621671 +0.986531986532 +0.987756351393 +0.988980716253 +0.990205081114 +0.991429445975 +0.992653810836 +0.993878175696 +0.995102540557 +0.996326905418 +0.997551270279 +0.998775635139 +1.0 +0.888888888889 +0.890011223345 +0.8911335578 +0.892255892256 +0.893378226712 +0.894500561167 +0.895622895623 +0.896745230079 +0.897867564534 +0.89898989899 +0.900112233446 +0.901234567901 +0.902356902357 +0.903479236813 +0.904601571268 +0.905723905724 +0.90684624018 +0.907968574635 +0.909090909091 +0.910213243547 +0.911335578002 +0.912457912458 +0.913580246914 +0.914702581369 +0.915824915825 +0.916947250281 +0.918069584736 +0.919191919192 +0.920314253648 +0.921436588103 +0.922558922559 +0.923681257015 +0.92480359147 +0.925925925926 +0.927048260382 +0.928170594837 +0.929292929293 +0.930415263749 +0.931537598204 +0.93265993266 +0.933782267116 +0.934904601571 +0.936026936027 +0.937149270483 +0.938271604938 +0.939393939394 +0.94051627385 +0.941638608305 +0.942760942761 +0.943883277217 +0.945005611672 +0.946127946128 +0.947250280584 +0.948372615039 +0.949494949495 +0.950617283951 +0.951739618406 +0.952861952862 +0.953984287318 +0.955106621773 +0.956228956229 +0.957351290685 +0.95847362514 +0.959595959596 +0.960718294052 +0.961840628507 +0.962962962963 +0.964085297419 +0.965207631874 +0.96632996633 +0.967452300786 +0.968574635241 +0.969696969697 +0.970819304153 +0.971941638608 +0.973063973064 +0.97418630752 +0.975308641975 +0.976430976431 +0.977553310887 +0.978675645342 +0.979797979798 +0.980920314254 +0.982042648709 +0.983164983165 +0.984287317621 +0.985409652076 +0.986531986532 +0.987654320988 +0.988776655443 +0.989898989899 +0.991021324355 +0.99214365881 +0.993265993266 +0.994388327722 +0.995510662177 +0.996632996633 +0.997755331089 +0.998877665544 +1.0 +0.89898989899 +0.900010203041 +0.901030507091 +0.902050811142 +0.903071115192 +0.904091419243 +0.905111723294 +0.906132027344 +0.907152331395 +0.908172635445 +0.909192939496 +0.910213243547 +0.911233547597 +0.912253851648 +0.913274155698 +0.914294459749 +0.9153147638 +0.91633506785 +0.917355371901 +0.918375675951 +0.919395980002 +0.920416284053 +0.921436588103 +0.922456892154 +0.923477196204 +0.924497500255 +0.925517804306 +0.926538108356 +0.927558412407 +0.928578716458 +0.929599020508 +0.930619324559 +0.931639628609 +0.93265993266 +0.933680236711 +0.934700540761 +0.935720844812 +0.936741148862 +0.937761452913 +0.938781756964 +0.939802061014 +0.940822365065 +0.941842669115 +0.942862973166 +0.943883277217 +0.944903581267 +0.945923885318 +0.946944189368 +0.947964493419 +0.94898479747 +0.95000510152 +0.951025405571 +0.952045709621 +0.953066013672 +0.954086317723 +0.955106621773 +0.956126925824 +0.957147229875 +0.958167533925 +0.959187837976 +0.960208142026 +0.961228446077 +0.962248750128 +0.963269054178 +0.964289358229 +0.965309662279 +0.96632996633 +0.967350270381 +0.968370574431 +0.969390878482 +0.970411182532 +0.971431486583 +0.972451790634 +0.973472094684 +0.974492398735 +0.975512702785 +0.976533006836 +0.977553310887 +0.978573614937 +0.979593918988 +0.980614223038 +0.981634527089 +0.98265483114 +0.98367513519 +0.984695439241 +0.985715743292 +0.986736047342 +0.987756351393 +0.988776655443 +0.989796959494 +0.990817263545 +0.991837567595 +0.992857871646 +0.993878175696 +0.994898479747 +0.995918783798 +0.996939087848 +0.997959391899 +0.998979695949 +1.0 +0.909090909091 +0.910009182736 +0.910927456382 +0.911845730028 +0.912764003673 +0.913682277319 +0.914600550964 +0.91551882461 +0.916437098255 +0.917355371901 +0.918273645546 +0.919191919192 +0.920110192837 +0.921028466483 +0.921946740129 +0.922865013774 +0.92378328742 +0.924701561065 +0.925619834711 +0.926538108356 +0.927456382002 +0.928374655647 +0.929292929293 +0.930211202938 +0.931129476584 +0.93204775023 +0.932966023875 +0.933884297521 +0.934802571166 +0.935720844812 +0.936639118457 +0.937557392103 +0.938475665748 +0.939393939394 +0.940312213039 +0.941230486685 +0.942148760331 +0.943067033976 +0.943985307622 +0.944903581267 +0.945821854913 +0.946740128558 +0.947658402204 +0.948576675849 +0.949494949495 +0.95041322314 +0.951331496786 +0.952249770432 +0.953168044077 +0.954086317723 +0.955004591368 +0.955922865014 +0.956841138659 +0.957759412305 +0.95867768595 +0.959595959596 +0.960514233242 +0.961432506887 +0.962350780533 +0.963269054178 +0.964187327824 +0.965105601469 +0.966023875115 +0.96694214876 +0.967860422406 +0.968778696051 +0.969696969697 +0.970615243343 +0.971533516988 +0.972451790634 +0.973370064279 +0.974288337925 +0.97520661157 +0.976124885216 +0.977043158861 +0.977961432507 +0.978879706152 +0.979797979798 +0.980716253444 +0.981634527089 +0.982552800735 +0.98347107438 +0.984389348026 +0.985307621671 +0.986225895317 +0.987144168962 +0.988062442608 +0.988980716253 +0.989898989899 +0.990817263545 +0.99173553719 +0.992653810836 +0.993572084481 +0.994490358127 +0.995408631772 +0.996326905418 +0.997245179063 +0.998163452709 +0.999081726354 +1.0 +0.919191919192 +0.920008162432 +0.920824405673 +0.921640648913 +0.922456892154 +0.923273135394 +0.924089378635 +0.924905621875 +0.925721865116 +0.926538108356 +0.927354351597 +0.928170594837 +0.928986838078 +0.929803081318 +0.930619324559 +0.931435567799 +0.93225181104 +0.93306805428 +0.933884297521 +0.934700540761 +0.935516784002 +0.936333027242 +0.937149270483 +0.937965513723 +0.938781756964 +0.939598000204 +0.940414243445 +0.941230486685 +0.942046729926 +0.942862973166 +0.943679216406 +0.944495459647 +0.945311702887 +0.946127946128 +0.946944189368 +0.947760432609 +0.948576675849 +0.94939291909 +0.95020916233 +0.951025405571 +0.951841648811 +0.952657892052 +0.953474135292 +0.954290378533 +0.955106621773 +0.955922865014 +0.956739108254 +0.957555351495 +0.958371594735 +0.959187837976 +0.960004081216 +0.960820324457 +0.961636567697 +0.962452810938 +0.963269054178 +0.964085297419 +0.964901540659 +0.9657177839 +0.96653402714 +0.967350270381 +0.968166513621 +0.968982756862 +0.969799000102 +0.970615243343 +0.971431486583 +0.972247729823 +0.973063973064 +0.973880216304 +0.974696459545 +0.975512702785 +0.976328946026 +0.977145189266 +0.977961432507 +0.978777675747 +0.979593918988 +0.980410162228 +0.981226405469 +0.982042648709 +0.98285889195 +0.98367513519 +0.984491378431 +0.985307621671 +0.986123864912 +0.986940108152 +0.987756351393 +0.988572594633 +0.989388837874 +0.990205081114 +0.991021324355 +0.991837567595 +0.992653810836 +0.993470054076 +0.994286297317 +0.995102540557 +0.995918783798 +0.996735027038 +0.997551270279 +0.998367513519 +0.99918375676 +1.0 +0.929292929293 +0.930007142128 +0.930721354964 +0.931435567799 +0.932149780635 +0.93286399347 +0.933578206305 +0.934292419141 +0.935006631976 +0.935720844812 +0.936435057647 +0.937149270483 +0.937863483318 +0.938577696153 +0.939291908989 +0.940006121824 +0.94072033466 +0.941434547495 +0.942148760331 +0.942862973166 +0.943577186001 +0.944291398837 +0.945005611672 +0.945719824508 +0.946434037343 +0.947148250179 +0.947862463014 +0.948576675849 +0.949290888685 +0.95000510152 +0.950719314356 +0.951433527191 +0.952147740027 +0.952861952862 +0.953576165697 +0.954290378533 +0.955004591368 +0.955718804204 +0.956433017039 +0.957147229875 +0.95786144271 +0.958575655545 +0.959289868381 +0.960004081216 +0.960718294052 +0.961432506887 +0.962146719722 +0.962860932558 +0.963575145393 +0.964289358229 +0.965003571064 +0.9657177839 +0.966431996735 +0.96714620957 +0.967860422406 +0.968574635241 +0.969288848077 +0.970003060912 +0.970717273748 +0.971431486583 +0.972145699418 +0.972859912254 +0.973574125089 +0.974288337925 +0.97500255076 +0.975716763596 +0.976430976431 +0.977145189266 +0.977859402102 +0.978573614937 +0.979287827773 +0.980002040608 +0.980716253444 +0.981430466279 +0.982144679114 +0.98285889195 +0.983573104785 +0.984287317621 +0.985001530456 +0.985715743292 +0.986429956127 +0.987144168962 +0.987858381798 +0.988572594633 +0.989286807469 +0.990001020304 +0.990715233139 +0.991429445975 +0.99214365881 +0.992857871646 +0.993572084481 +0.994286297317 +0.995000510152 +0.995714722987 +0.996428935823 +0.997143148658 +0.997857361494 +0.998571574329 +0.999285787165 +1.0 +0.939393939394 +0.940006121824 +0.940618304255 +0.941230486685 +0.941842669115 +0.942454851546 +0.943067033976 +0.943679216406 +0.944291398837 +0.944903581267 +0.945515763698 +0.946127946128 +0.946740128558 +0.947352310989 +0.947964493419 +0.948576675849 +0.94918885828 +0.94980104071 +0.95041322314 +0.951025405571 +0.951637588001 +0.952249770432 +0.952861952862 +0.953474135292 +0.954086317723 +0.954698500153 +0.955310682583 +0.955922865014 +0.956535047444 +0.957147229875 +0.957759412305 +0.958371594735 +0.958983777166 +0.959595959596 +0.960208142026 +0.960820324457 +0.961432506887 +0.962044689317 +0.962656871748 +0.963269054178 +0.963881236609 +0.964493419039 +0.965105601469 +0.9657177839 +0.96632996633 +0.96694214876 +0.967554331191 +0.968166513621 +0.968778696051 +0.969390878482 +0.970003060912 +0.970615243343 +0.971227425773 +0.971839608203 +0.972451790634 +0.973063973064 +0.973676155494 +0.974288337925 +0.974900520355 +0.975512702785 +0.976124885216 +0.976737067646 +0.977349250077 +0.977961432507 +0.978573614937 +0.979185797368 +0.979797979798 +0.980410162228 +0.981022344659 +0.981634527089 +0.982246709519 +0.98285889195 +0.98347107438 +0.984083256811 +0.984695439241 +0.985307621671 +0.985919804102 +0.986531986532 +0.987144168962 +0.987756351393 +0.988368533823 +0.988980716253 +0.989592898684 +0.990205081114 +0.990817263545 +0.991429445975 +0.992041628405 +0.992653810836 +0.993265993266 +0.993878175696 +0.994490358127 +0.995102540557 +0.995714722987 +0.996326905418 +0.996939087848 +0.997551270279 +0.998163452709 +0.998775635139 +0.99938781757 +1.0 +0.949494949495 +0.95000510152 +0.950515253546 +0.951025405571 +0.951535557596 +0.952045709621 +0.952555861647 +0.953066013672 +0.953576165697 +0.954086317723 +0.954596469748 +0.955106621773 +0.955616773799 +0.956126925824 +0.956637077849 +0.957147229875 +0.9576573819 +0.958167533925 +0.95867768595 +0.959187837976 +0.959697990001 +0.960208142026 +0.960718294052 +0.961228446077 +0.961738598102 +0.962248750128 +0.962758902153 +0.963269054178 +0.963779206203 +0.964289358229 +0.964799510254 +0.965309662279 +0.965819814305 +0.96632996633 +0.966840118355 +0.967350270381 +0.967860422406 +0.968370574431 +0.968880726456 +0.969390878482 +0.969901030507 +0.970411182532 +0.970921334558 +0.971431486583 +0.971941638608 +0.972451790634 +0.972961942659 +0.973472094684 +0.97398224671 +0.974492398735 +0.97500255076 +0.975512702785 +0.976022854811 +0.976533006836 +0.977043158861 +0.977553310887 +0.978063462912 +0.978573614937 +0.979083766963 +0.979593918988 +0.980104071013 +0.980614223038 +0.981124375064 +0.981634527089 +0.982144679114 +0.98265483114 +0.983164983165 +0.98367513519 +0.984185287216 +0.984695439241 +0.985205591266 +0.985715743292 +0.986225895317 +0.986736047342 +0.987246199367 +0.987756351393 +0.988266503418 +0.988776655443 +0.989286807469 +0.989796959494 +0.990307111519 +0.990817263545 +0.99132741557 +0.991837567595 +0.99234771962 +0.992857871646 +0.993368023671 +0.993878175696 +0.994388327722 +0.994898479747 +0.995408631772 +0.995918783798 +0.996428935823 +0.996939087848 +0.997449239873 +0.997959391899 +0.998469543924 +0.998979695949 +0.999489847975 +1.0 +0.959595959596 +0.960004081216 +0.960412202836 +0.960820324457 +0.961228446077 +0.961636567697 +0.962044689317 +0.962452810938 +0.962860932558 +0.963269054178 +0.963677175798 +0.964085297419 +0.964493419039 +0.964901540659 +0.965309662279 +0.9657177839 +0.96612590552 +0.96653402714 +0.96694214876 +0.967350270381 +0.967758392001 +0.968166513621 +0.968574635241 +0.968982756862 +0.969390878482 +0.969799000102 +0.970207121722 +0.970615243343 +0.971023364963 +0.971431486583 +0.971839608203 +0.972247729823 +0.972655851444 +0.973063973064 +0.973472094684 +0.973880216304 +0.974288337925 +0.974696459545 +0.975104581165 +0.975512702785 +0.975920824406 +0.976328946026 +0.976737067646 +0.977145189266 +0.977553310887 +0.977961432507 +0.978369554127 +0.978777675747 +0.979185797368 +0.979593918988 +0.980002040608 +0.980410162228 +0.980818283849 +0.981226405469 +0.981634527089 +0.982042648709 +0.98245077033 +0.98285889195 +0.98326701357 +0.98367513519 +0.984083256811 +0.984491378431 +0.984899500051 +0.985307621671 +0.985715743292 +0.986123864912 +0.986531986532 +0.986940108152 +0.987348229772 +0.987756351393 +0.988164473013 +0.988572594633 +0.988980716253 +0.989388837874 +0.989796959494 +0.990205081114 +0.990613202734 +0.991021324355 +0.991429445975 +0.991837567595 +0.992245689215 +0.992653810836 +0.993061932456 +0.993470054076 +0.993878175696 +0.994286297317 +0.994694418937 +0.995102540557 +0.995510662177 +0.995918783798 +0.996326905418 +0.996735027038 +0.997143148658 +0.997551270279 +0.997959391899 +0.998367513519 +0.998775635139 +0.99918375676 +0.99959187838 +1.0 +0.969696969697 +0.970003060912 +0.970309152127 +0.970615243343 +0.970921334558 +0.971227425773 +0.971533516988 +0.971839608203 +0.972145699418 +0.972451790634 +0.972757881849 +0.973063973064 +0.973370064279 +0.973676155494 +0.97398224671 +0.974288337925 +0.97459442914 +0.974900520355 +0.97520661157 +0.975512702785 +0.975818794001 +0.976124885216 +0.976430976431 +0.976737067646 +0.977043158861 +0.977349250077 +0.977655341292 +0.977961432507 +0.978267523722 +0.978573614937 +0.978879706152 +0.979185797368 +0.979491888583 +0.979797979798 +0.980104071013 +0.980410162228 +0.980716253444 +0.981022344659 +0.981328435874 +0.981634527089 +0.981940618304 +0.982246709519 +0.982552800735 +0.98285889195 +0.983164983165 +0.98347107438 +0.983777165595 +0.984083256811 +0.984389348026 +0.984695439241 +0.985001530456 +0.985307621671 +0.985613712886 +0.985919804102 +0.986225895317 +0.986531986532 +0.986838077747 +0.987144168962 +0.987450260178 +0.987756351393 +0.988062442608 +0.988368533823 +0.988674625038 +0.988980716253 +0.989286807469 +0.989592898684 +0.989898989899 +0.990205081114 +0.990511172329 +0.990817263545 +0.99112335476 +0.991429445975 +0.99173553719 +0.992041628405 +0.99234771962 +0.992653810836 +0.992959902051 +0.993265993266 +0.993572084481 +0.993878175696 +0.994184266912 +0.994490358127 +0.994796449342 +0.995102540557 +0.995408631772 +0.995714722987 +0.996020814203 +0.996326905418 +0.996632996633 +0.996939087848 +0.997245179063 +0.997551270279 +0.997857361494 +0.998163452709 +0.998469543924 +0.998775635139 +0.999081726354 +0.99938781757 +0.999693908785 +1.0 +0.979797979798 +0.980002040608 +0.980206101418 +0.980410162228 +0.980614223038 +0.980818283849 +0.981022344659 +0.981226405469 +0.981430466279 +0.981634527089 +0.981838587899 +0.982042648709 +0.982246709519 +0.98245077033 +0.98265483114 +0.98285889195 +0.98306295276 +0.98326701357 +0.98347107438 +0.98367513519 +0.983879196 +0.984083256811 +0.984287317621 +0.984491378431 +0.984695439241 +0.984899500051 +0.985103560861 +0.985307621671 +0.985511682481 +0.985715743292 +0.985919804102 +0.986123864912 +0.986327925722 +0.986531986532 +0.986736047342 +0.986940108152 +0.987144168962 +0.987348229772 +0.987552290583 +0.987756351393 +0.987960412203 +0.988164473013 +0.988368533823 +0.988572594633 +0.988776655443 +0.988980716253 +0.989184777064 +0.989388837874 +0.989592898684 +0.989796959494 +0.990001020304 +0.990205081114 +0.990409141924 +0.990613202734 +0.990817263545 +0.991021324355 +0.991225385165 +0.991429445975 +0.991633506785 +0.991837567595 +0.992041628405 +0.992245689215 +0.992449750026 +0.992653810836 +0.992857871646 +0.993061932456 +0.993265993266 +0.993470054076 +0.993674114886 +0.993878175696 +0.994082236506 +0.994286297317 +0.994490358127 +0.994694418937 +0.994898479747 +0.995102540557 +0.995306601367 +0.995510662177 +0.995714722987 +0.995918783798 +0.996122844608 +0.996326905418 +0.996530966228 +0.996735027038 +0.996939087848 +0.997143148658 +0.997347209468 +0.997551270279 +0.997755331089 +0.997959391899 +0.998163452709 +0.998367513519 +0.998571574329 +0.998775635139 +0.998979695949 +0.99918375676 +0.99938781757 +0.99959187838 +0.99979593919 +1.0 +0.989898989899 +0.990001020304 +0.990103050709 +0.990205081114 +0.990307111519 +0.990409141924 +0.990511172329 +0.990613202734 +0.990715233139 +0.990817263545 +0.99091929395 +0.991021324355 +0.99112335476 +0.991225385165 +0.99132741557 +0.991429445975 +0.99153147638 +0.991633506785 +0.99173553719 +0.991837567595 +0.991939598 +0.992041628405 +0.99214365881 +0.992245689215 +0.99234771962 +0.992449750026 +0.992551780431 +0.992653810836 +0.992755841241 +0.992857871646 +0.992959902051 +0.993061932456 +0.993163962861 +0.993265993266 +0.993368023671 +0.993470054076 +0.993572084481 +0.993674114886 +0.993776145291 +0.993878175696 +0.993980206101 +0.994082236506 +0.994184266912 +0.994286297317 +0.994388327722 +0.994490358127 +0.994592388532 +0.994694418937 +0.994796449342 +0.994898479747 +0.995000510152 +0.995102540557 +0.995204570962 +0.995306601367 +0.995408631772 +0.995510662177 +0.995612692582 +0.995714722987 +0.995816753393 +0.995918783798 +0.996020814203 +0.996122844608 +0.996224875013 +0.996326905418 +0.996428935823 +0.996530966228 +0.996632996633 +0.996735027038 +0.996837057443 +0.996939087848 +0.997041118253 +0.997143148658 +0.997245179063 +0.997347209468 +0.997449239873 +0.997551270279 +0.997653300684 +0.997755331089 +0.997857361494 +0.997959391899 +0.998061422304 +0.998163452709 +0.998265483114 +0.998367513519 +0.998469543924 +0.998571574329 +0.998673604734 +0.998775635139 +0.998877665544 +0.998979695949 +0.999081726354 +0.99918375676 +0.999285787165 +0.99938781757 +0.999489847975 +0.99959187838 +0.999693908785 +0.99979593919 +0.999897969595 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +1.0 +>>> \ No newline at end of file diff --git a/.#last_session.py b/.#last_session.py new file mode 120000 index 0000000..1410a61 --- /dev/null +++ b/.#last_session.py @@ -0,0 +1 @@ +johannes@johannes.28474:1381018950 \ No newline at end of file diff --git a/last_session.py b/last_session.py new file mode 100644 index 0000000..add2bdd --- /dev/null +++ b/last_session.py @@ -0,0 +1,736 @@ +>>> G=BayesNet() +Traceback (most recent call last): + File "", line 1, in +NameError: name 'BayesNet' is not defined +>>> G=BayesNet() +>>> ebunch=[('a', 'b', '+'), ('a', 'c', '+'), ('b', 'c', '-')] +>>> add_edges_from(G, ebunch) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'add_edges_from' is not defined +>>> G.add_edges_from(ebunch) +>>> G.Items() +[((0, 1, 1), 0.0), ((1, 1, 0), 0.125), ((1, 0, 0), 0.0625), ((0, 0, 1), 0.25), ((1, 0, 1), 0.1875), ((0, 0, 0), 0.25), ((0, 1, 0), 0.0), ((1, 1, 1), 0.125)] +>>> 0.5**3 +0.125 +>>> f=lambda x, a, b: 1.0/(b-a) +>>> f(0.5, 0, 1) +Traceback (most recent call last): + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> f=lambda x, a, b: 1.0/(b-a) +>>> f(0.5, 0, 1) +1.0 +>>> pmf=Pmf() +>>> [pmf.Set(x, f(x, 0, 1)) for x in numpy.linspace(0, 1, 100)] +Traceback (most recent call last): + File "", line 1, in +NameError: name 'linespace' is not defined +>>> [pmf.Set(x, f(x, 0, 1)) for x in numpy.linspace(0, 1, 100)] +[None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None] +>>> pmf.Items()[:10] +sorted(pmf.Items()[:10]) +[(0.0, 1.0), (1.0, 1.0), (0.29292929292929293, 1.0), (0.6262626262626263, 1.0), (0.23232323232323235, 1.0), (0.58585858585858586, 1.0), (0.80808080808080818, 1.0), (0.17171717171717174, 1.0), (0.8787878787878789, 1.0), (0.27272727272727276, 1.0)] +>>> sorted(pmf.Items()) +[(0.0, 1.0), (0.17171717171717174, 1.0), (0.23232323232323235, 1.0), (0.27272727272727276, 1.0), (0.29292929292929293, 1.0), (0.58585858585858586, 1.0), (0.6262626262626263, 1.0), (0.80808080808080818, 1.0), (0.8787878787878789, 1.0), (1.0, 1.0)] +>>> sorted(pmf.Items()) +[(0.0, 1.0), (0.010101010101010102, 1.0), (0.020202020202020204, 1.0), (0.030303030303030304, 1.0), (0.040404040404040407, 1.0), (0.050505050505050511, 1.0), (0.060606060606060608, 1.0), (0.070707070707070718, 1.0), (0.080808080808080815, 1.0), (0.090909090909090912, 1.0), (0.10101010101010102, 1.0), (0.11111111111111112, 1.0), (0.12121212121212122, 1.0), (0.13131313131313133, 1.0), (0.14141414141414144, 1.0), (0.15151515151515152, 1.0), (0.16161616161616163, 1.0), (0.17171717171717174, 1.0), (0.18181818181818182, 1.0), (0.19191919191919193, 1.0), (0.20202020202020204, 1.0), (0.21212121212121213, 1.0), (0.22222222222222224, 1.0), (0.23232323232323235, 1.0), (0.24242424242424243, 1.0), (0.25252525252525254, 1.0), (0.26262626262626265, 1.0), (0.27272727272727276, 1.0), (0.28282828282828287, 1.0), (0.29292929292929293, 1.0), (0.30303030303030304, 1.0), (0.31313131313131315, 1.0), (0.32323232323232326, 1.0), (0.33333333333333337, 1.0), (0.34343434343434348, 1.0), (0.35353535353535359, 1.0), (0.36363636363636365, 1.0), (0.37373737373737376, 1.0), (0.38383838383838387, 1.0), (0.39393939393939398, 1.0), (0.40404040404040409, 1.0), (0.4141414141414142, 1.0), (0.42424242424242425, 1.0), (0.43434343434343436, 1.0), (0.44444444444444448, 1.0), (0.45454545454545459, 1.0), (0.4646464646464647, 1.0), (0.47474747474747481, 1.0), (0.48484848484848486, 1.0), (0.49494949494949497, 1.0), (0.50505050505050508, 1.0), (0.51515151515151525, 1.0), (0.5252525252525253, 1.0), (0.53535353535353536, 1.0), (0.54545454545454553, 1.0), (0.55555555555555558, 1.0), (0.56565656565656575, 1.0), (0.5757575757575758, 1.0), (0.58585858585858586, 1.0), (0.59595959595959602, 1.0), (0.60606060606060608, 1.0), (0.61616161616161624, 1.0), (0.6262626262626263, 1.0), (0.63636363636363646, 1.0), (0.64646464646464652, 1.0), (0.65656565656565657, 1.0), (0.66666666666666674, 1.0), (0.6767676767676768, 1.0), (0.68686868686868696, 1.0), (0.69696969696969702, 1.0), (0.70707070707070718, 1.0), (0.71717171717171724, 1.0), (0.72727272727272729, 1.0), (0.73737373737373746, 1.0), (0.74747474747474751, 1.0), (0.75757575757575768, 1.0), (0.76767676767676774, 1.0), (0.77777777777777779, 1.0), (0.78787878787878796, 1.0), (0.79797979797979801, 1.0), (0.80808080808080818, 1.0), (0.81818181818181823, 1.0), (0.8282828282828284, 1.0), (0.83838383838383845, 1.0), (0.84848484848484851, 1.0), (0.85858585858585867, 1.0), (0.86868686868686873, 1.0), (0.8787878787878789, 1.0), (0.88888888888888895, 1.0), (0.89898989898989912, 1.0), (0.90909090909090917, 1.0), (0.91919191919191923, 1.0), (0.92929292929292939, 1.0), (0.93939393939393945, 1.0), (0.94949494949494961, 1.0), (0.95959595959595967, 1.0), (0.96969696969696972, 1.0), (0.97979797979797989, 1.0), (0.98989898989898994, 1.0), (1.0, 1.0)] +>>> G.nodes() +[0, 1, 2] +>>> G.Conditional(2, 0, 1) +Traceback (most recent call last): + File "", line 1, in +TypeError: Conditional() takes at least 4 arguments (3 given) +>>> G.Conditional(2, 0, 1).Items() +<__main__.Pmf object at 0x2e090d0> +>>> G.Conditional(2, 0, 0).Items() +[(0, 0.375), (1, 0.625)] +>>> G.Conditional(2, 1, 0).Items() +[(0, 0.5), (1, 0.5)] +>>> G.Conditional(2, 1, 1).Items() +[(0, 0.41666666666666663), (1, 0.5833333333333333)] +>>> G.Conditional(2, 1, 1).Items() +[(0, 0.5), (1, 0.5)] +>>> Percentile(G, 6) +(1, 1, 0) +>>> Percentile(G, 7) +(1, 1, 0) +>>> Percentile(G, 8) +(1, 1, 0) +>>> Percentile(G, 9) +(1, 1, 0) +>>> Percentile(G, 10) +(1, 1, 0) +>>> Percentile(G, 11) +(1, 1, 0) +>>> Percentile(G, 12) +(1, 1, 0) +>>> Percentile(G, 13) +(1, 1, 0) +>>> Percentile(G, 13) +(1, 0, 0) +>>> G.P((1, 1, 0)) +Traceback (most recent call last): + File "", line 1, in +AttributeError: 'BayesNet' object has no attribute 'Probability' +>>> G.Prob((1, 1, 0)) +Traceback (most recent call last): + File "", line 1, in +AttributeError: 'BayesNet' object has no attribute 'P' +>>> G.Prob((1, 0, 0)) +0.125 +>>> G.Prob((0, 0, 0)) +0.0625 +>>> G.Prob((0, 1, 0)) +0.25 +>>> G.Prob((1, 1, 0)) +0.0 +>>> G.Prob((1, 1, 1)) +0.125 +>>> G.Prob((1, 0, 1)) +0.125 +>>> G.Prob((1, 0, 1)) +0.1875 +>>> gaus=lambda x: EvalGaussianPdf(x, 0, 1) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'GausianPdf' is not defined +>>> gaus=lambda x: EvalGaussianPdf(x, 0, 1) +>>> gaus(1) +0.00013383022576488537 +>>> gaus(1.96) +0.24197072451914337 +>>> gaus(-1.96) +0.058440944333451476 +>>> gaus(-1.96) +0.058440944333451476 +>>> type(gaus) + +>>> xs=numpy.linspace(-2, 2, 0.5) +Traceback (most recent call last): + File "", line 1, in +TypeError: integer argument expected, got float +>>> xs=numpy.linspace(-2, 2, 20) +>>> xs +array([], dtype=float64) +>>> xs=numpy.linspace(-2, 2, 20) +>>> zip(*list(xs), [gaus(x) for x in xs]) +array([-2. , -1.78947368, -1.57894737, -1.36842105, -1.15789474, + -0.94736842, -0.73684211, -0.52631579, -0.31578947, -0.10526316, + 0.10526316, 0.31578947, 0.52631579, 0.73684211, 0.94736842, + 1.15789474, 1.36842105, 1.57894737, 1.78947368, 2. ]) +>>> zip(*xs, gauss) + File "", line 1 +SyntaxError: only named arguments may follow *expression +>>> xs=list(xs) +>>> gauss=[gaus(x) for x in xs] +>>> zip(*xs, gauss) + File "", line 1 +SyntaxError: only named arguments may follow *expression +>>> from pylab import * +>>> plot(xs, gauss) +[] +>>> pylab.show() +Traceback (most recent call last): + File "", line 1, in +NameError: name 'pylab' is not defined +>>> show() +>>> show() +>>> plot(xs, gauss) +[] +>>> show() +>>> gaus(5) +0.00013383022576488537 +>>> gaus(0) +1.4867195147342979e-06 +>>> gaus(1) +0.3989422804014327 +>>> gaus(1) +0.24197072451914337 +>>> pmf=MakeUniformPmf(0, 1, 100) +Traceback (most recent call last): + File "", line 1, in + File "/tmp/py28474dFK", line 775, in MakeUniformPmf + File "/tmp/py28474dFK", line 414, in Normalize +TypeError: unsupported operand type(s) for /: 'float' and 'dictionary-valueiterator' +>>> pmf=MakeUniformPmf(0, 1, 100) +Traceback (most recent call last): + File "", line 1, in + File "/tmp/py28474dFK", line 775, in MakeUniformPmf + File "/tmp/py28474dFK", line 414, in Normalize +TypeError: unsupported operand type(s) for /: 'float' and 'dictionary-valueiterator' +>>> pmf.d[0] +1.0 +>>> pmf.Normalize() +Traceback (most recent call last): + File "", line 1, in + File "/tmp/py28474dFK", line 414, in Normalize +TypeError: unsupported operand type(s) for /: 'float' and 'dictionary-valueiterator' +>>> pmf.Total() + +>>> sum(x for x in pmf.d.itervalues()) + +>>> sum(x for x in pmf.d.itervalues()) +100.0 +>>> pmf=MakeUniformPmf(0, 1, 100) +>>> pmf.d[1] +0.01 +>>> pmf.d[0.1] +0.01 +>>> pmf.d +Traceback (most recent call last): + File "", line 1, in +KeyError: 0.1 +>>> pmf.Items() +{0.0: 0.01, 1.0: 0.01, 0.29292929292929293: 0.01, 0.6262626262626263: 0.01, 0.23232323232323235: 0.01, 0.58585858585858586: 0.01, 0.80808080808080818: 0.01, 0.17171717171717174: 0.01, 0.8787878787878789: 0.01, 0.27272727272727276: 0.01, 0.96969696969696972: 0.01, 0.85858585858585867: 0.01, 0.28282828282828287: 0.01, 0.50505050505050508: 0.01, 0.61616161616161624: 0.01, 0.78787878787878796: 0.01, 0.95959595959595967: 0.01, 0.75757575757575768: 0.01, 0.54545454545454553: 0.01, 0.68686868686868696: 0.01, 0.71717171717171724: 0.01, 0.090909090909090912: 0.01, 0.44444444444444448: 0.01, 0.010101010101010102: 0.01, 0.060606060606060608: 0.01, 0.81818181818181823: 0.01, 0.40404040404040409: 0.01, 0.49494949494949497: 0.01, 0.4646464646464647: 0.01, 0.5757575757575758: 0.01, 0.37373737373737376: 0.01, 0.11111111111111112: 0.01, 0.91919191919191923: 0.01, 0.92929292929292939: 0.01, 0.25252525252525254: 0.01, 0.42424242424242425: 0.01, 0.51515151515151525: 0.01, 0.6767676767676768: 0.01, 0.56565656565656575: 0.01, 0.050505050505050511: 0.01, 0.84848484848484851: 0.01, 0.76767676767676774: 0.01, 0.30303030303030304: 0.01, 0.32323232323232326: 0.01, 0.77777777777777779: 0.01, 0.72727272727272729: 0.01, 0.15151515151515152: 0.01, 0.47474747474747481: 0.01, 0.53535353535353536: 0.01, 0.34343434343434348: 0.01, 0.70707070707070718: 0.01, 0.16161616161616163: 0.01, 0.18181818181818182: 0.01, 0.63636363636363646: 0.01, 0.60606060606060608: 0.01, 0.10101010101010102: 0.01, 0.070707070707070718: 0.01, 0.88888888888888895: 0.01, 0.97979797979797989: 0.01, 0.020202020202020204: 0.01, 0.14141414141414144: 0.01, 0.5252525252525253: 0.01, 0.19191919191919193: 0.01, 0.21212121212121213: 0.01, 0.73737373737373746: 0.01, 0.45454545454545459: 0.01, 0.66666666666666674: 0.01, 0.83838383838383845: 0.01, 0.12121212121212122: 0.01, 0.080808080808080815: 0.01, 0.59595959595959602: 0.01, 0.38383838383838387: 0.01, 0.98989898989898994: 0.01, 0.26262626262626265: 0.01, 0.93939393939393945: 0.01, 0.13131313131313133: 0.01, 0.94949494949494961: 0.01, 0.030303030303030304: 0.01, 0.69696969696969702: 0.01, 0.43434343434343436: 0.01, 0.90909090909090917: 0.01, 0.040404040404040407: 0.01, 0.31313131313131315: 0.01, 0.86868686868686873: 0.01, 0.79797979797979801: 0.01, 0.4141414141414142: 0.01, 0.48484848484848486: 0.01, 0.55555555555555558: 0.01, 0.64646464646464652: 0.01, 0.39393939393939398: 0.01, 0.36363636363636365: 0.01, 0.89898989898989912: 0.01, 0.74747474747474751: 0.01, 0.20202020202020204: 0.01, 0.65656565656565657: 0.01, 0.35353535353535359: 0.01, 0.24242424242424243: 0.01, 0.8282828282828284: 0.01, 0.22222222222222224: 0.01, 0.33333333333333337: 0.01} +>>> pmf.Items() +[(0.0, 0.01), (1.0, 0.01), (0.29292929292929293, 0.01), (0.6262626262626263, 0.01), (0.23232323232323235, 0.01), (0.58585858585858586, 0.01), (0.80808080808080818, 0.01), (0.17171717171717174, 0.01), (0.8787878787878789, 0.01), (0.27272727272727276, 0.01), (0.96969696969696972, 0.01), (0.85858585858585867, 0.01), (0.28282828282828287, 0.01), (0.50505050505050508, 0.01), (0.61616161616161624, 0.01), (0.78787878787878796, 0.01), (0.95959595959595967, 0.01), (0.75757575757575768, 0.01), (0.54545454545454553, 0.01), (0.68686868686868696, 0.01), (0.71717171717171724, 0.01), (0.090909090909090912, 0.01), (0.44444444444444448, 0.01), (0.010101010101010102, 0.01), (0.060606060606060608, 0.01), (0.81818181818181823, 0.01), (0.40404040404040409, 0.01), (0.49494949494949497, 0.01), (0.4646464646464647, 0.01), (0.5757575757575758, 0.01), (0.37373737373737376, 0.01), (0.11111111111111112, 0.01), (0.91919191919191923, 0.01), (0.92929292929292939, 0.01), (0.25252525252525254, 0.01), (0.42424242424242425, 0.01), (0.51515151515151525, 0.01), (0.6767676767676768, 0.01), (0.56565656565656575, 0.01), (0.050505050505050511, 0.01), (0.84848484848484851, 0.01), (0.76767676767676774, 0.01), (0.30303030303030304, 0.01), (0.32323232323232326, 0.01), (0.77777777777777779, 0.01), (0.72727272727272729, 0.01), (0.15151515151515152, 0.01), (0.47474747474747481, 0.01), (0.53535353535353536, 0.01), (0.34343434343434348, 0.01), (0.70707070707070718, 0.01), (0.16161616161616163, 0.01), (0.18181818181818182, 0.01), (0.63636363636363646, 0.01), (0.60606060606060608, 0.01), (0.10101010101010102, 0.01), (0.070707070707070718, 0.01), (0.88888888888888895, 0.01), (0.97979797979797989, 0.01), (0.020202020202020204, 0.01), (0.14141414141414144, 0.01), (0.5252525252525253, 0.01), (0.19191919191919193, 0.01), (0.21212121212121213, 0.01), (0.73737373737373746, 0.01), (0.45454545454545459, 0.01), (0.66666666666666674, 0.01), (0.83838383838383845, 0.01), (0.12121212121212122, 0.01), (0.080808080808080815, 0.01), (0.59595959595959602, 0.01), (0.38383838383838387, 0.01), (0.98989898989898994, 0.01), (0.26262626262626265, 0.01), (0.93939393939393945, 0.01), (0.13131313131313133, 0.01), (0.94949494949494961, 0.01), (0.030303030303030304, 0.01), (0.69696969696969702, 0.01), (0.43434343434343436, 0.01), (0.90909090909090917, 0.01), (0.040404040404040407, 0.01), (0.31313131313131315, 0.01), (0.86868686868686873, 0.01), (0.79797979797979801, 0.01), (0.4141414141414142, 0.01), (0.48484848484848486, 0.01), (0.55555555555555558, 0.01), (0.64646464646464652, 0.01), (0.39393939393939398, 0.01), (0.36363636363636365, 0.01), (0.89898989898989912, 0.01), (0.74747474747474751, 0.01), (0.20202020202020204, 0.01), (0.65656565656565657, 0.01), (0.35353535353535359, 0.01), (0.24242424242424243, 0.01), (0.8282828282828284, 0.01), (0.22222222222222224, 0.01), (0.33333333333333337, 0.01)] +>>> integrant=lambda x : x*(1/1) if abs(1-x) <=1 else 0 +>>> integrant(0) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'integrat' is not defined +>>> integrant(1) +0 +>>> integrant(0.5) +1 +>>> integrant(0.3) +0.5 +>>> integrant(0.3) +0.3 +>>> from scipy.integrate import quad +>>> quad(integrand, 0, 1, x) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'integrand' is not defined +>>> quad(integrand, 0, 1) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'integrand' is not defined +>>> quad(integrant, 0, 1) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'integrand' is not defined +>>> quad(integrant, 0, 1) +(0.5, 5.551115123125783e-15) +>>> EvalPoissonPmf(5, 3) +0.03608940886309672 +>>> EvalPoissonPmf(5, 5) +0.10081881344492448 +>>> EvalPoissonPmf(5, 7) +0.1754673697678507 +>>> EvalPoissonPmf(5, 10) +0.12771666829228961 +>>> EvalPoissonPmf(20, 10) +0.03783327480207071 +>>> EvalPoissonPmf(20, 10) +0.0018660813139987594 +>>> math.log(math.exp(2)) +7.38905609893065 +>>> math.log(math.exp(2)) +2.0 +>>> 1.5%1 +0.5 +>>> 1.5%1 +0.5 +>>> effect_pdf=lambda p: 1 if p>=0 and p<=1 else 0 +>>> effect_pdf(1.5) +1 +>>> effect_pdf(.6) +0 +>>> effect_pdf(.6) +1 +>>> gamma(5) +4.492160846229 +>>> from scipy.stats import beta +>>> beta(5, 6, 3) + +>>> numargs = beta.numargs +>>> numargs +2 +>>> rv=beta(2, 2) + +>>> rv=beta(2, 4) +>>> x = np.linspace(0, np.minimum(rv.dist.b, 3)) +>>> type(np) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'typ' is not defined +>>> type(np) + +>>> rv.dist.b + +>>> rv.dist.b +1.0 +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> rv=beta(4, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> rv=beta(2, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> rv=beta(4, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> rv=beta(2, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> beta(4, 2)(0.5) +Traceback (most recent call last): + File "", line 1, in +TypeError: 'rv_frozen' object has no attribute '__getitem__' +>>> beta(4, 2).pdf(0.5) +Traceback (most recent call last): + File "", line 1, in +TypeError: 'rv_frozen' object is not callable +>>> beta(4, 2).pdf(0.6) +1.25 +>>> beta(4, 2).pdf(0.02) +1.7279999999999998 +>>> beta(2, 2).pdf(0.02) +0.00015680000000000002 +>>> beta(2, 2).pdf(0.5) +0.1176 +>>> beta(2, 2).pdf(0.6) +1.5 +>>> beta(2, 2).pdf(0.7) +1.4399999999999999 +>>> beta(2, 2).pdf(0.3) +1.2600000000000002 +>>> beta(2, 2).pdf(0.3) +1.26 +>>> f =beta(2, 2).pdf +>>> type(f) + +>>> f(0.5) +1.5 +>>> f=lambda x: beta(2, 2).pdf(x) +>>> type(f) + +>>> f(0.7) +1.5 +>>> f(0.1) +1.2600000000000002 +>>> f(0.5) +0.54000000000000015 +>>> f(0.5) +1.5 +>>> max(f(x) for x in linspace(0, 1, 1000)) +1.4998469543924089 +>>> max(f(x) for x in linspace(0, 1, 1000000)) +1.4999984969954943 +>>> max(f(x) for x in linspace(0, 1, 100000)) + + C-c C-z C-c C-cTraceback (most recent call last): + File "", line 1, in + File "", line 1, in + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 447, in pdf + return self.dist.pdf(x, *self.args, **self.kwds) + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 1295, in pdf + goodargs = argsreduce(cond, *((x,)+args+(scale,))) + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 635, in argsreduce + expand_arr = (cond==cond) +KeyboardInterrupt +>>> max(f(x) for x in linspace(0, 1, 1000)) + C-c C-cTraceback (most recent call last): + File "", line 1, in + File "", line 1, in + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 447, in pdf + return self.dist.pdf(x, *self.args, **self.kwds) + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 1295, in pdf + goodargs = argsreduce(cond, *((x,)+args+(scale,))) + File "/usr/lib/python2.7/dist-packages/scipy/stats/distributions.py", line 636, in argsreduce + return [extract(cond, arr1 * expand_arr) for arr1 in newargs] +KeyboardInterrupt +>>> min(f(x) for x in linspace(0, 1, 1000)) +1.4999984969954943 +>>> min(f(x) for x in linspace(0, 1, 1000)) +0.0 +>>> rv=beta(2, 2) +>>> h = plt.plot(x, rv.pdf(x)) +>>> plt.show() +>>> def integrand(x): +... return f(x)*x +... +>>> integrant(0.7) +0.5 +>>> integrant(0.7) +0.7 +>>> f(0.7)*(0.7) +1.2600000000000002 +>>> f(0.7)*(0.7) +0.88200000000000012 +>>> integrand = lambda x: beta(2, 2).pdf(x)*x +... integrand = lambda x: beta(2, 2).pdf(x)*x +>>> integrant(0.7) +0.7 +>>> integrand = lambda x: beta(2, 2).pdf(x)*x +>>> integrant(0.7) +0.7 +>>> beta(2, 2).pdf(0.7)*0.7 +1.2600000000000002 +>>> f=lambda x: beta(2, 2).pdf(0.7)*0.7 +0.88200000000000012 +>>> f=lambda x: beta(2, 2).pdf(x)*x +>>> f(0.6) +0.88200000000000012 +>>> quad(f, 0, 1) +(0.8820000000000001, 9.792167077193883e-15) +>>> f(0.6) +0.88200000000000012 +>>> f=lambda x, a, b: beta(a, b).pdf(x)*x +>>> f(0.5) +0.86399999999999999 +>>> f(0.7) +0.88200000000000012 +>>> f(0.5) +0.75 +>>> quad(f, 0, 1) +(0.5, 5.551115123125783e-15) +>>> f=lambda x, a, b: beta(a, b).pdf(x)*x +>>> f(2, 2, 0.6) +0.0 +>>> f(0.6, 2, 2) +0.0 +>>> f(0.5, 2, 2) +0.86399999999999999 +>>> f(0.5, 2, 2) +0.75 +>>> def f(x): +... alpha=2 +... beta=2 +... return beta(alpha, beta).pdf(x)*x +... +>>> f(0.6) + at 0x3dd86e0> +>>> def f(x): +... alpha=2 +... beta=2 +... return beta(alpha, beta).pdf(x)*x +... +>>> beta(2, 2).pdf(0.6) + +>>> f=lambda x : beta(2, 2).pdf(x) +1.4399999999999999 +>>> f=lambda x : beta(a, b).pdf(x) +>>> f(0.6) +1.4399999999999999 +>>> f=lambda x, a, b : beta(a, b).pdf(x) +>>> f(0.5) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +NameError: global name 'a' is not defined +>>> f=lambda x, a, b : beta(a, b).pdf(x) +>>> f(0.6, 2, 2) +1.4399999999999999 +>>> g = lambda x : f(x, 2, 2) +>>> g(0.6) +1.4399999999999999 +>>> H=BayesNet() +1.5 +>>> H=BayesNet() +1.44 +>>> H=BayesNet() +1.26 +>>> H=BayesNet() +1.26 +>>> H=BayesNet() +1.26 +>>> H=BayesNet() +1.44 +>>> H=BayesNet() +1.5 +>>> G.dep_vars +[0] +>>> G.dep_vars +[1, 2] +>>> G.nodes() +[0, 1, 2] +>>> g(0.6) +Traceback (most recent call last): + File "", line 1, in +TypeError: () takes exactly 3 arguments (1 given) +>>> g(0.6) +1.4399999999999999 +>>> pr= lambda x : 0.6*0.6*0.5*(1.0-x)*g(x) +>>> 0.6*0.6*0.5*quad(lambda x: (1.0-x)*g(x), 0, 1) +(0.09, 9.992007221626409e-16) +>>> 0.6*0.6*0.5*quad(lambda x: (1.0-x)*g(x), 0, 1) +Traceback (most recent call last): + File "", line 1, in +TypeError: can't multiply sequence by non-int of type 'float' +>>> 0.6*0.6*0.5*quad(lambda x: (1.0-x)*g(x), 0, 1)[0] +(0.5, 5.551115123125783e-15) +>>> 0.6*0.6*0.5*quad(lambda x, y: (1.0-x)*g(x)*(1.0-y)*g(y), 0, 1)[0] +0.09 +>>> 0.6*0.6*0.5*quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1, 0, 1)[0] +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +TypeError: () takes exactly 2 arguments (1 given) +>>> 0.6*0.6*0.5*quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 0, 1, 1)[0] +0.0 +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 0, 1, 1)[0] +0.0 +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 0, 1, 1) +0.0 +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1) +(0.0, 0.0, {'rlist': array([ 0.00000000e+000, 3.41409005e-316, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 4.74303020e-322, 7.90505033e-323]), 'last': 1, 'elist': array([ 0.00000000e+000, 3.25981904e-316, 9.30819677e-321, + 2.97079545e-313, 0.00000000e+000, 0.00000000e+000, + 4.24400727e-314, 0.00000000e+000, 0.00000000e+000, + 1.06099946e-313, 0.00000000e+000, 0.00000000e+000, + 4.24400815e-314, 0.00000000e+000, 0.00000000e+000, + 1.26480805e-321, 0.00000000e+000, 0.00000000e+000, + 2.92835433e-312, 3.07441795e-316, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 3.45845952e-323, 2.10077583e-312]), 'iord': array([ 1, 32634, 68611280, 0, 63285808, 0, + 6, 0, 809, 9, 1, 0, + 12, 13, 808, 15, 16, 0, + 18, 19, 811, 21, 22, 0, + 24, 25, 811, 27, 28, 0, + 30, 31, 51739168, 33, 34, 0, + 36, 37, 0, 39, 40, 41, + 42, 733389503, 44, 45, 8696288, 0, + 208, 0], dtype=int32), 'alist': array([ 0.00000000e+000, 3.16768964e-316, 0.00000000e+000, + 1.30294992e-319, 0.00000000e+000, 8.87835966e-321, + 2.12201148e-314, 0.00000000e+000, 0.00000000e+000, + 8.60069476e-320, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 8.48798317e-314, 8.48798317e-314]), 'blist': array([ 0.00000000e+000, 3.16918843e-316, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 0.00000000e+000, 0.00000000e+000, 0.00000000e+000, + 8.48798317e-314, 8.48798317e-314]), 'neval': 21}) +>>> quad(quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1), 0, 1) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +TypeError: () takes exactly 2 arguments (1 given) +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1, args(x, y)) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +TypeError: () takes exactly 2 arguments (1 given) +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'args' is not defined +>>> f=lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> f=lambda x y: ((1.0-x)*g(x)*(1.0-y)*g(y)) +>>> f(0.6, 0.6) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 2 arguments (3 given) +>>> f=lambda (x,y): ((1.0-x)*g(x)*(1.0-y)*g(y)) + File "", line 1 + f=lambda x y: ((1.0-x)*g(x)*(1.0-y)*g(y)) + ^ +SyntaxError: invalid syntax +>>> f=lambda (x, y): ((1.0-x)*g(x)*(1.0-y)*g(y)) +>>> f((0.6, 0.6)) +Traceback (most recent call last): + File "", line 1, in +TypeError: () takes exactly 1 argument (2 given) +>>> f((0.6, 0.6)) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> h=lambda (x, y): ((1.0-x)*g(x)*(1.0-y)*g(y)) +>>> g(0.6)*g(0.7) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> g(0.6) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> g = lambda x : f(x, 2, 2) +>>> g(0.6) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> f(0.6, 2, 2) +Traceback (most recent call last): + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> f=lambda x, a, b : beta(a, b).pdf(x) +>>> g = lambda x : f(x, 2, 2) +>>> g(0.6) +Traceback (most recent call last): + File "", line 1, in + File "", line 1, in +TypeError: () takes exactly 1 argument (3 given) +>>> f=lambda x, a, b : beta(a, b).pdf(x) +>>> g = lambda x : f(x, 2, 2) +>>> g(0.6) +1.4399999999999999 +>>> h=lambda (x, y): ((1.0-x)*g(x)*(1.0-y)*g(y)) +>>> h((0.6, 0.2)) +0.33177599999999996 +>>> h((0.6, 0.2)) +0.44236800000000009 +>>> quad(lambda x, y: ((1.0-x)*g(x)*(1.0-y)*g(y)), 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> quad(lambda y: y*g(y), 0, 1) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> quad(lambda x, y: x*g(y), 0, 1) +(0.5, 5.551115123125783e-15) +>>> quad(lambda x, y: x*g(y), 0, 1) +Traceback (most recent call last): + File "", line 1, in + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 247, in quad + retval = _quad(func,a,b,args,full_output,epsabs,epsrel,limit,points) + File "/usr/lib/python2.7/dist-packages/scipy/integrate/quadpack.py", line 312, in _quad + return _quadpack._qagse(func,a,b,args,full_output,epsabs,epsrel,limit) +TypeError: () takes exactly 2 arguments (1 given) +>>> quad(lambda x, y: x*g(y), 0, 1, args=(x, y)) + at 0x433b7d0> +>>> quad(lambda x, y: x*g(y), 0, 1, args=(y, x)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x*g(y), 0, 1, args=(y, x)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x*g(y), 0, 1, args=(y, x)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'tplquad' is not defined +>>> from scipy.integrate import tplquad +Traceback (most recent call last): + File "", line 1, in +ImportError: cannot import name tplquad +>>> from scipy.integrate import tplquad +>>> tplquad(lambda x, y: x*g(y), 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x*g(y), 0, 1, 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x*g(y), 0, 1, 0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> 6 +>>> tplquad(g(y)*x**2, 0,1,0, 1 args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(g(y)*x**2, 0,1,0, 1, args=(x, y)) + File "", line 1 + tplquad(g(y)*x**2, 0,1,0, 1 args=(x, y)) + ^ +SyntaxError: invalid syntax +>>> tplquad(x**2+y**2, 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: x**2+y**2, 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(lambda x, y: d(x, y), 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> d=labda x, y: x**2+y**2 + File "", line 1 + labda x, y: x**2+y**2 + ^ +SyntaxError: invalid syntax +>>> d=lambda x, y: x**2+y**2 + File "", line 1 + d=labda x, y: x**2+y**2 + ^ +SyntaxError: invalid syntax +>>> d=lambda x, y: x**2+y**2 +>>> tplquad(d(x, y), 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> tplquad(d(x, y), 0,1,0, 1, args=(x, y)) +Traceback (most recent call last): + File "", line 1, in +NameError: name 'y' is not defined +>>> d(2, 3) +13 +>>> 2**2 + 3**2 +13 +>>> \ No newline at end of file diff --git a/price1.eps b/price1.eps new file mode 100644 index 0000000..5fbe198 --- /dev/null +++ b/price1.eps @@ -0,0 +1,1669 @@ +%!PS-Adobe-3.0 EPSF-3.0 +%%Title: price1.eps +%%Creator: matplotlib version 1.3.x, http://matplotlib.org/ +%%CreationDate: Wed Oct 2 10:36:34 2013 +%%Orientation: portrait +%%BoundingBox: 18 180 594 612 +%%EndComments +%%BeginProlog +/mpldict 8 dict def +mpldict begin +/m { moveto } bind def +/l { lineto } bind def +/r { rlineto } bind def +/c { curveto } bind def +/cl { closepath } bind def +/box { +m +1 index 0 r +0 exch r +neg 0 r +cl +} bind def +/clipbox { +box +clip +newpath +} bind def +%!PS-Adobe-3.0 Resource-Font +%%Title: Bitstream Vera Sans +%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. +%%Creator: Converted from TrueType to type 3 by PPR +25 dict begin +/_d{bind def}bind def +/_m{moveto}_d +/_l{lineto}_d +/_cl{closepath eofill}_d +/_c{curveto}_d +/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d +/_e{exec}_d +/FontName /BitstreamVeraSans-Roman def +/PaintType 0 def +/FontMatrix[.001 0 0 .001 0 0]def +/FontBBox[-183 -236 1287 928]def +/FontType 3 def +/Encoding [ /space /dollar /parenleft /parenright /period /zero /one /two /three /four /five /six /seven /eight /D /F /P /a /c /e /h /i /o /p /r /s /w ] def +/FontInfo 10 dict dup begin +/FamilyName (Bitstream Vera Sans) def +/FullName (Bitstream Vera Sans) def +/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc.) def +/Weight (Roman) def +/Version (Release 1.10) def +/ItalicAngle 0.0 def +/isFixedPitch false def +/UnderlinePosition -213 def +/UnderlineThickness 143 def +end readonly def +/CharStrings 27 dict dup begin +/space{318 0 0 0 0 0 _sc +}_d +/dollar{{636 0 83 -146 553 760 _sc +338 -146 _m +289 -146 _l +289 0 _l +254 0 220 4 186 12 _c +152 19 117 30 83 45 _c +83 133 _l +116 112 150 96 184 86 _c +218 75 253 69 289 69 _c +289 292 _l +217 304 164 324 132 352 _c +99 380 83 418 83 467 _c +83 519 100 561 136 592 _c +171 622 222 640 289 645 _c +289 760 _l +338 760 _l +338 646 _l +368 645 397 642 425 637 _c +}_e{453 631 481 624 509 616 _c +509 531 _l +481 544 453 554 425 562 _c +397 570 368 574 338 576 _c +338 367 _l +412 355 466 335 501 306 _c +535 276 553 236 553 186 _c +553 131 534 88 497 56 _c +460 24 407 5 338 1 _c +338 -146 _l +289 376 _m +289 576 _l +251 572 222 561 202 544 _c +182 526 173 503 173 475 _c +173 447 182 425 200 409 _c +218 393 248 382 289 376 _c +338 282 _m +}_e{338 71 _l +379 76 410 88 431 106 _c +452 124 463 147 463 177 _c +463 205 453 228 433 245 _c +413 262 381 274 338 282 _c +_cl}_e}_d +/parenleft{390 0 86 -131 310 759 _sc +310 759 _m +266 683 234 609 213 536 _c +191 463 181 389 181 314 _c +181 238 191 164 213 91 _c +234 17 266 -56 310 -131 _c +232 -131 _l +183 -54 146 20 122 94 _c +98 168 86 241 86 314 _c +86 386 98 459 122 533 _c +146 607 182 682 232 759 _c +310 759 _l +_cl}_d +/parenright{390 0 80 -131 304 759 _sc +80 759 _m +158 759 _l +206 682 243 607 267 533 _c +291 459 304 386 304 314 _c +304 241 291 168 267 94 _c +243 20 206 -54 158 -131 _c +80 -131 _l +123 -56 155 17 177 91 _c +198 164 209 238 209 314 _c +209 389 198 463 177 536 _c +155 609 123 683 80 759 _c +_cl}_d +/period{318 0 107 0 210 124 _sc +107 124 _m +210 124 _l +210 0 _l +107 0 _l +107 124 _l +_cl}_d +/zero{636 0 66 -13 570 742 _sc +318 664 _m +267 664 229 639 203 589 _c +177 539 165 464 165 364 _c +165 264 177 189 203 139 _c +229 89 267 64 318 64 _c +369 64 407 89 433 139 _c +458 189 471 264 471 364 _c +471 464 458 539 433 589 _c +407 639 369 664 318 664 _c +318 742 _m +399 742 461 709 505 645 _c +548 580 570 486 570 364 _c +570 241 548 147 505 83 _c +461 19 399 -13 318 -13 _c +236 -13 173 19 130 83 _c +87 147 66 241 66 364 _c +66 486 87 580 130 645 _c +173 709 236 742 318 742 _c +_cl}_d +/one{636 0 110 0 544 729 _sc +124 83 _m +285 83 _l +285 639 _l +110 604 _l +110 694 _l +284 729 _l +383 729 _l +383 83 _l +544 83 _l +544 0 _l +124 0 _l +124 83 _l +_cl}_d +/two{{636 0 73 0 536 742 _sc +192 83 _m +536 83 _l +536 0 _l +73 0 _l +73 83 _l +110 121 161 173 226 239 _c +290 304 331 346 348 365 _c +380 400 402 430 414 455 _c +426 479 433 504 433 528 _c +433 566 419 598 392 622 _c +365 646 330 659 286 659 _c +255 659 222 653 188 643 _c +154 632 117 616 78 594 _c +78 694 _l +118 710 155 722 189 730 _c +223 738 255 742 284 742 _c +}_e{359 742 419 723 464 685 _c +509 647 532 597 532 534 _c +532 504 526 475 515 449 _c +504 422 484 390 454 354 _c +446 344 420 317 376 272 _c +332 227 271 164 192 83 _c +_cl}_e}_d +/three{{636 0 76 -13 556 742 _sc +406 393 _m +453 383 490 362 516 330 _c +542 298 556 258 556 212 _c +556 140 531 84 482 45 _c +432 6 362 -13 271 -13 _c +240 -13 208 -10 176 -4 _c +144 1 110 10 76 22 _c +76 117 _l +103 101 133 89 166 81 _c +198 73 232 69 268 69 _c +330 69 377 81 409 105 _c +441 129 458 165 458 212 _c +458 254 443 288 413 312 _c +383 336 341 349 287 349 _c +}_e{202 349 _l +202 430 _l +291 430 _l +339 430 376 439 402 459 _c +428 478 441 506 441 543 _c +441 580 427 609 401 629 _c +374 649 336 659 287 659 _c +260 659 231 656 200 650 _c +169 644 135 635 98 623 _c +98 711 _l +135 721 170 729 203 734 _c +235 739 266 742 296 742 _c +370 742 429 725 473 691 _c +517 657 539 611 539 553 _c +539 513 527 479 504 451 _c +481 423 448 403 406 393 _c +_cl}_e}_d +/four{636 0 49 0 580 729 _sc +378 643 _m +129 254 _l +378 254 _l +378 643 _l +352 729 _m +476 729 _l +476 254 _l +580 254 _l +580 172 _l +476 172 _l +476 0 _l +378 0 _l +378 172 _l +49 172 _l +49 267 _l +352 729 _l +_cl}_d +/five{{636 0 77 -13 549 729 _sc +108 729 _m +495 729 _l +495 646 _l +198 646 _l +198 467 _l +212 472 227 476 241 478 _c +255 480 270 482 284 482 _c +365 482 429 459 477 415 _c +525 370 549 310 549 234 _c +549 155 524 94 475 51 _c +426 8 357 -13 269 -13 _c +238 -13 207 -10 175 -6 _c +143 -1 111 6 77 17 _c +77 116 _l +106 100 136 88 168 80 _c +199 72 232 69 267 69 _c +}_e{323 69 368 83 401 113 _c +433 143 450 183 450 234 _c +450 284 433 324 401 354 _c +368 384 323 399 267 399 _c +241 399 214 396 188 390 _c +162 384 135 375 108 363 _c +108 729 _l +_cl}_e}_d +/six{{636 0 70 -13 573 742 _sc +330 404 _m +286 404 251 388 225 358 _c +199 328 186 286 186 234 _c +186 181 199 139 225 109 _c +251 79 286 64 330 64 _c +374 64 409 79 435 109 _c +461 139 474 181 474 234 _c +474 286 461 328 435 358 _c +409 388 374 404 330 404 _c +526 713 _m +526 623 _l +501 635 476 644 451 650 _c +425 656 400 659 376 659 _c +310 659 260 637 226 593 _c +}_e{192 549 172 482 168 394 _c +187 422 211 444 240 459 _c +269 474 301 482 336 482 _c +409 482 467 459 509 415 _c +551 371 573 310 573 234 _c +573 159 550 99 506 54 _c +462 9 403 -13 330 -13 _c +246 -13 181 19 137 83 _c +92 147 70 241 70 364 _c +70 479 97 571 152 639 _c +206 707 280 742 372 742 _c +396 742 421 739 447 735 _c +472 730 498 723 526 713 _c +_cl}_e}_d +/seven{636 0 82 0 551 729 _sc +82 729 _m +551 729 _l +551 687 _l +286 0 _l +183 0 _l +432 646 _l +82 646 _l +82 729 _l +_cl}_d +/eight{{636 0 68 -13 568 742 _sc +318 346 _m +271 346 234 333 207 308 _c +180 283 167 249 167 205 _c +167 161 180 126 207 101 _c +234 76 271 64 318 64 _c +364 64 401 76 428 102 _c +455 127 469 161 469 205 _c +469 249 455 283 429 308 _c +402 333 365 346 318 346 _c +219 388 _m +177 398 144 418 120 447 _c +96 476 85 511 85 553 _c +85 611 105 657 147 691 _c +188 725 245 742 318 742 _c +}_e{390 742 447 725 489 691 _c +530 657 551 611 551 553 _c +551 511 539 476 515 447 _c +491 418 459 398 417 388 _c +464 377 501 355 528 323 _c +554 291 568 251 568 205 _c +568 134 546 80 503 43 _c +459 5 398 -13 318 -13 _c +237 -13 175 5 132 43 _c +89 80 68 134 68 205 _c +68 251 81 291 108 323 _c +134 355 171 377 219 388 _c +183 544 _m +183 506 194 476 218 455 _c +}_e{242 434 275 424 318 424 _c +360 424 393 434 417 455 _c +441 476 453 506 453 544 _c +453 582 441 611 417 632 _c +393 653 360 664 318 664 _c +275 664 242 653 218 632 _c +194 611 183 582 183 544 _c +_cl}_e}_d +/D{770 0 98 0 711 729 _sc +197 648 _m +197 81 _l +316 81 _l +416 81 490 103 537 149 _c +583 195 607 267 607 365 _c +607 463 583 534 537 580 _c +490 625 416 648 316 648 _c +197 648 _l +98 729 _m +301 729 _l +442 729 546 699 612 641 _c +678 582 711 490 711 365 _c +711 239 677 147 611 88 _c +545 29 441 0 301 0 _c +98 0 _l +98 729 _l +_cl}_d +/F{575 0 98 0 517 729 _sc +98 729 _m +517 729 _l +517 646 _l +197 646 _l +197 431 _l +486 431 _l +486 348 _l +197 348 _l +197 0 _l +98 0 _l +98 729 _l +_cl}_d +/P{603 0 98 0 569 729 _sc +197 648 _m +197 374 _l +321 374 _l +367 374 402 385 427 409 _c +452 433 465 467 465 511 _c +465 555 452 588 427 612 _c +402 636 367 648 321 648 _c +197 648 _l +98 729 _m +321 729 _l +402 729 464 710 506 673 _c +548 636 569 582 569 511 _c +569 439 548 384 506 348 _c +464 311 402 293 321 293 _c +197 293 _l +197 0 _l +98 0 _l +98 729 _l +_cl}_d +/a{{613 0 60 -13 522 560 _sc +343 275 _m +270 275 220 266 192 250 _c +164 233 150 205 150 165 _c +150 133 160 107 181 89 _c +202 70 231 61 267 61 _c +317 61 357 78 387 114 _c +417 149 432 196 432 255 _c +432 275 _l +343 275 _l +522 312 _m +522 0 _l +432 0 _l +432 83 _l +411 49 385 25 355 10 _c +325 -5 287 -13 243 -13 _c +187 -13 142 2 109 33 _c +76 64 60 106 60 159 _c +}_e{60 220 80 266 122 298 _c +163 329 224 345 306 345 _c +432 345 _l +432 354 _l +432 395 418 427 391 450 _c +364 472 326 484 277 484 _c +245 484 215 480 185 472 _c +155 464 127 453 100 439 _c +100 522 _l +132 534 164 544 195 550 _c +226 556 256 560 286 560 _c +365 560 424 539 463 498 _c +502 457 522 395 522 312 _c +_cl}_e}_d +/c{{550 0 55 -13 488 560 _sc +488 526 _m +488 442 _l +462 456 437 466 411 473 _c +385 480 360 484 334 484 _c +276 484 230 465 198 428 _c +166 391 150 339 150 273 _c +150 206 166 154 198 117 _c +230 80 276 62 334 62 _c +360 62 385 65 411 72 _c +437 79 462 90 488 104 _c +488 21 _l +462 9 436 0 410 -5 _c +383 -10 354 -13 324 -13 _c +242 -13 176 12 128 64 _c +}_e{79 115 55 185 55 273 _c +55 362 79 432 128 483 _c +177 534 244 560 330 560 _c +358 560 385 557 411 551 _c +437 545 463 537 488 526 _c +_cl}_e}_d +/e{{615 0 55 -13 562 560 _sc +562 296 _m +562 252 _l +149 252 _l +153 190 171 142 205 110 _c +238 78 284 62 344 62 _c +378 62 412 66 444 74 _c +476 82 509 95 541 113 _c +541 28 _l +509 14 476 3 442 -3 _c +408 -9 373 -13 339 -13 _c +251 -13 182 12 131 62 _c +80 112 55 181 55 268 _c +55 357 79 428 127 481 _c +175 533 241 560 323 560 _c +397 560 455 536 498 489 _c +}_e{540 441 562 377 562 296 _c +472 322 _m +471 371 457 410 431 440 _c +404 469 368 484 324 484 _c +274 484 234 469 204 441 _c +174 413 156 373 152 322 _c +472 322 _l +_cl}_e}_d +/h{634 0 91 0 549 760 _sc +549 330 _m +549 0 _l +459 0 _l +459 327 _l +459 379 448 417 428 443 _c +408 469 378 482 338 482 _c +289 482 251 466 223 435 _c +195 404 181 362 181 309 _c +181 0 _l +91 0 _l +91 760 _l +181 760 _l +181 462 _l +202 494 227 519 257 535 _c +286 551 320 560 358 560 _c +420 560 468 540 500 501 _c +532 462 549 405 549 330 _c +_cl}_d +/i{278 0 94 0 184 760 _sc +94 547 _m +184 547 _l +184 0 _l +94 0 _l +94 547 _l +94 760 _m +184 760 _l +184 646 _l +94 646 _l +94 760 _l +_cl}_d +/o{612 0 55 -13 557 560 _sc +306 484 _m +258 484 220 465 192 427 _c +164 389 150 338 150 273 _c +150 207 163 156 191 118 _c +219 80 257 62 306 62 _c +354 62 392 80 420 118 _c +448 156 462 207 462 273 _c +462 337 448 389 420 427 _c +392 465 354 484 306 484 _c +306 560 _m +384 560 445 534 490 484 _c +534 433 557 363 557 273 _c +557 183 534 113 490 63 _c +445 12 384 -13 306 -13 _c +227 -13 165 12 121 63 _c +77 113 55 183 55 273 _c +55 363 77 433 121 484 _c +165 534 227 560 306 560 _c +_cl}_d +/p{{635 0 91 -207 580 560 _sc +181 82 _m +181 -207 _l +91 -207 _l +91 547 _l +181 547 _l +181 464 _l +199 496 223 520 252 536 _c +281 552 316 560 356 560 _c +422 560 476 533 518 481 _c +559 428 580 359 580 273 _c +580 187 559 117 518 65 _c +476 13 422 -13 356 -13 _c +316 -13 281 -5 252 10 _c +223 25 199 49 181 82 _c +487 273 _m +487 339 473 390 446 428 _c +418 466 381 485 334 485 _c +}_e{286 485 249 466 222 428 _c +194 390 181 339 181 273 _c +181 207 194 155 222 117 _c +249 79 286 61 334 61 _c +381 61 418 79 446 117 _c +473 155 487 207 487 273 _c +_cl}_e}_d +/r{411 0 91 0 411 560 _sc +411 463 _m +401 469 390 473 378 476 _c +366 478 353 480 339 480 _c +288 480 249 463 222 430 _c +194 397 181 350 181 288 _c +181 0 _l +91 0 _l +91 547 _l +181 547 _l +181 462 _l +199 495 224 520 254 536 _c +284 552 321 560 365 560 _c +371 560 378 559 386 559 _c +393 558 401 557 411 555 _c +411 463 _l +_cl}_d +/s{{521 0 54 -13 472 560 _sc +443 531 _m +443 446 _l +417 458 391 468 364 475 _c +336 481 308 485 279 485 _c +234 485 200 478 178 464 _c +156 450 145 430 145 403 _c +145 382 153 366 169 354 _c +185 342 217 330 265 320 _c +296 313 _l +360 299 405 279 432 255 _c +458 230 472 195 472 151 _c +472 100 452 60 412 31 _c +372 1 316 -13 246 -13 _c +216 -13 186 -10 154 -5 _c +}_e{122 0 89 8 54 20 _c +54 113 _l +87 95 120 82 152 74 _c +184 65 216 61 248 61 _c +290 61 323 68 346 82 _c +368 96 380 117 380 144 _c +380 168 371 187 355 200 _c +339 213 303 226 247 238 _c +216 245 _l +160 257 119 275 95 299 _c +70 323 58 356 58 399 _c +58 450 76 490 112 518 _c +148 546 200 560 268 560 _c +301 560 332 557 362 552 _c +391 547 418 540 443 531 _c +}_e{_cl}_e}_d +/w{818 0 42 0 776 547 _sc +42 547 _m +132 547 _l +244 120 _l +356 547 _l +462 547 _l +574 120 _l +686 547 _l +776 547 _l +633 0 _l +527 0 _l +409 448 _l +291 0 _l +185 0 _l +42 547 _l +_cl}_d +end readonly def + +/BuildGlyph + {exch begin + CharStrings exch + 2 copy known not{pop /.notdef}if + true 3 1 roll get exec + end}_d + +/BuildChar { + 1 index /Encoding get exch get + 1 index /BuildGlyph get exec +}_d + +FontName currentdict end definefont pop +end +%%EndProlog +mpldict begin +18 180 translate +576 432 0 0 clipbox +gsave +0 0 m +576 0 l +576 432 l +0 432 l +cl +1.000 setgray +fill +grestore +gsave +72 43.2 m +518.4 43.2 l +518.4 388.8 l +72 388.8 l +cl +1.000 setgray +fill +grestore +3.000 setlinewidth +1 setlinejoin +2 setlinecap +[] 0 setdash +0.145 0.204 0.580 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 43.2 m +76.185 43.2 l +80.37 43.2 l +84.555 43.2 l +88.74 43.2 l +92.925 43.2 l +97.11 43.2 l +101.295 43.2 l +105.48 43.2 l +109.665 43.2 l +113.85 43.2 l +118.035 43.2 l +122.22 43.2002 l +126.405 43.2009 l +130.59 43.2037 l +134.775 43.2146 l +138.96 43.252 l +143.145 43.3677 l +147.33 43.6912 l +151.515 44.5079 l +155.7 46.37 l +159.885 50.2048 l +164.07 57.3411 l +168.255 69.3432 l +172.44 87.5931 l +176.625 112.695 l +180.81 143.946 l +184.995 179.197 l +189.18 215.27 l +193.365 248.838 l +197.55 277.374 l +201.735 299.783 l +205.92 316.458 l +210.105 328.794 l +214.29 338.374 l +218.475 346.156 l +222.66 351.989 l +226.845 354.687 l +231.03 352.643 l +235.215 344.699 l +239.4 330.828 l +243.585 312.318 l +247.77 291.389 l +251.955 270.46 l +256.14 251.412 l +260.325 235.167 l +264.51 221.67 l +268.695 210.211 l +272.88 199.856 l +277.065 189.776 l +281.25 179.386 l +285.435 168.329 l +289.62 156.418 l +293.805 143.656 l +297.99 130.33 l +302.175 117.077 l +306.36 104.793 l +310.545 94.3612 l +314.73 86.3169 l +318.915 80.648 l +323.1 76.8517 l +327.285 74.209 l +331.47 72.1111 l +335.655 70.2529 l +339.84 68.6106 l +344.025 67.2572 l +348.21 66.1647 l +352.395 65.128 l +356.58 63.8479 l +360.765 62.0967 l +364.95 59.8439 l +369.135 57.2688 l +373.32 54.6706 l +377.505 52.3432 l +381.69 50.4788 l +385.875 49.1251 l +390.06 48.1964 l +394.245 47.524 l +398.43 46.9311 l +402.615 46.303 l +406.8 45.6191 l +410.985 44.9353 l +415.17 44.3324 l +419.355 43.8679 l +423.54 43.5547 l +427.725 43.3693 l +431.91 43.2725 l +436.095 43.2278 l +440.28 43.2096 l +444.465 43.203 l +448.65 43.2008 l +452.835 43.2002 l +457.02 43.2 l +461.205 43.2 l +465.39 43.2 l +469.575 43.2 l +473.76 43.2 l +477.945 43.2 l +482.13 43.2 l +486.315 43.2 l +490.5 43.2 l +stroke +grestore +0.114 0.569 0.753 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 43.2 m +76.185 43.2 l +80.37 43.2 l +84.555 43.2 l +88.74 43.2 l +92.925 43.2 l +97.11 43.2 l +101.295 43.2 l +105.48 43.2001 l +109.665 43.2003 l +113.85 43.2011 l +118.035 43.2037 l +122.22 43.2117 l +126.405 43.2347 l +130.59 43.2957 l +134.775 43.4462 l +138.96 43.7901 l +143.145 44.5197 l +147.33 45.9562 l +151.515 48.5811 l +155.7 53.036 l +159.885 60.0634 l +164.07 70.3808 l +168.255 84.5049 l +172.44 102.581 l +176.625 124.278 l +180.81 148.803 l +184.995 175.016 l +189.18 201.614 l +193.365 227.3 l +197.55 250.924 l +201.735 271.573 l +205.92 288.642 l +210.105 301.883 l +214.29 311.388 l +218.475 317.5 l +222.66 320.638 l +226.845 321.146 l +231.03 319.212 l +235.215 314.924 l +239.4 308.409 l +243.585 299.926 l +247.77 289.871 l +251.955 278.658 l +256.14 266.6 l +260.325 253.857 l +264.51 240.492 l +268.695 226.572 l +272.88 212.248 l +277.065 197.775 l +281.25 183.476 l +285.435 169.704 l +289.62 156.798 l +293.805 145.052 l +297.99 134.661 l +302.175 125.672 l +306.36 117.958 l +310.545 111.248 l +314.73 105.202 l +318.915 99.5031 l +323.1 93.9354 l +327.285 88.4103 l +331.47 82.9545 l +335.655 77.67 l +339.84 72.6892 l +344.025 68.1389 l +348.21 64.1157 l +352.395 60.672 l +356.58 57.8075 l +360.765 55.4688 l +364.95 53.5635 l +369.135 51.9891 l +373.32 50.6661 l +377.505 49.5578 l +381.69 48.6659 l +385.875 48.0036 l +390.06 47.5677 l +394.245 47.3245 l +398.43 47.2177 l +402.615 47.1873 l +406.8 47.1861 l +410.985 47.1858 l +415.17 47.1757 l +419.355 47.1604 l +423.54 47.1597 l +427.725 47.2061 l +431.91 47.3354 l +436.095 47.5708 l +440.28 47.9076 l +444.465 48.3077 l +448.65 48.7063 l +452.835 49.0265 l +457.02 49.1956 l +461.205 49.1582 l +465.39 48.886 l +469.575 48.3845 l +473.76 47.6949 l +477.945 46.8884 l +482.13 46.0522 l +486.315 45.2707 l +490.5 44.6065 l +stroke +grestore +0.500 setlinewidth +0 setlinecap +0.000 setgray +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +/BitstreamVeraSans-Roman findfont +14.000 scalefont +setfont +gsave +68.468750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 388.8 o +grestore +gsave +106.768750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 388.8 o +grestore +gsave +162.310937 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 388.8 o +grestore +gsave +218.126563 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /three glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 388.8 o +grestore +gsave +273.739062 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /four glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 388.8 o +grestore +gsave +329.734375 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 388.8 o +grestore +gsave +385.487500 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /six glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 388.8 o +grestore +gsave +441.373437 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /seven glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +497.071875 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /eight glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +266.231250 10.059375 translate +0.000000 rotate +0.000000 2.906250 m /p glyphshow +8.886719 2.906250 m /r glyphshow +14.642578 2.906250 m /i glyphshow +18.532227 2.906250 m /c glyphshow +26.229492 2.906250 m /e glyphshow +34.842773 2.906250 m /space glyphshow +39.292969 2.906250 m /parenleft glyphshow +44.754883 2.906250 m /dollar glyphshow +53.662109 2.906250 m /parenright glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +38.671875 37.903125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 112.32 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 112.32 o +grestore +gsave +39.046875 107.023125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /one glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 181.44 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 181.44 o +grestore +gsave +39.156250 176.143125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /two glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 250.56 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 250.56 o +grestore +gsave +38.875000 245.263125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /three glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 319.68 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 319.68 o +grestore +gsave +38.531250 314.383125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /four glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +38.968750 383.503125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /five glyphshow +grestore +gsave +33.531250 203.460938 translate +90.000000 rotate +0.000000 0.000000 m /P glyphshow +8.442383 0.000000 m /D glyphshow +19.222656 0.000000 m /F glyphshow +grestore +1.000 setlinewidth +2 setlinecap +gsave +72 388.8 m +518.4 388.8 l +stroke +grestore +gsave +518.4 43.2 m +518.4 388.8 l +stroke +grestore +gsave +72 43.2 m +518.4 43.2 l +stroke +grestore +gsave +72 43.2 m +72 388.8 l +stroke +grestore +gsave +353.27 328.951 m +510 328.951 l +510 380.4 l +353.27 380.4 l +353.27 328.951 l +cl +gsave +1.000 setgray +fill +grestore +stroke +grestore +3.000 setlinewidth +0.145 0.204 0.580 setrgbcolor +gsave +365.03 366.638 m +388.55 366.638 l +stroke +grestore +0.000 setgray +/BitstreamVeraSans-Roman findfont +16.800 scalefont +setfont +gsave +407.030000 360.523750 translate +0.000000 rotate +0.000000 0.234375 m /s glyphshow +8.751099 0.234375 m /h glyphshow +19.396774 0.234375 m /o glyphshow +29.673370 0.234375 m /w glyphshow +43.411041 0.234375 m /c glyphshow +52.646042 0.234375 m /a glyphshow +62.939041 0.234375 m /s glyphshow +71.690140 0.234375 m /e glyphshow +82.024155 0.234375 m /space glyphshow +87.363388 0.234375 m /one glyphshow +grestore +0.114 0.569 0.753 setrgbcolor +gsave +365.03 341.785 m +388.55 341.785 l +stroke +grestore +0.000 setgray +gsave +407.030000 335.670625 translate +0.000000 rotate +0.000000 0.234375 m /s glyphshow +8.751099 0.234375 m /h glyphshow +19.396774 0.234375 m /o glyphshow +29.673370 0.234375 m /w glyphshow +43.411041 0.234375 m /c glyphshow +52.646042 0.234375 m /a glyphshow +62.939041 0.234375 m /s glyphshow +71.690140 0.234375 m /e glyphshow +82.024155 0.234375 m /space glyphshow +87.363388 0.234375 m /two glyphshow +grestore + +end +showpage diff --git a/price1.pdf b/price1.pdf new file mode 100644 index 0000000..dfaddce Binary files /dev/null and b/price1.pdf differ diff --git a/price1.png b/price1.png new file mode 100644 index 0000000..4152346 Binary files /dev/null and b/price1.png differ diff --git a/price2.eps b/price2.eps new file mode 100644 index 0000000..807b238 --- /dev/null +++ b/price2.eps @@ -0,0 +1,2430 @@ +%!PS-Adobe-3.0 EPSF-3.0 +%%Title: price2.eps +%%Creator: matplotlib version 1.3.x, http://matplotlib.org/ +%%CreationDate: Wed Oct 2 10:36:35 2013 +%%Orientation: portrait +%%BoundingBox: 18 180 594 612 +%%EndComments +%%BeginProlog +/mpldict 8 dict def +mpldict begin +/m { moveto } bind def +/l { lineto } bind def +/r { rlineto } bind def +/c { curveto } bind def +/cl { closepath } bind def +/box { +m +1 index 0 r +0 exch r +neg 0 r +cl +} bind def +/clipbox { +box +clip +newpath +} bind def +%!PS-Adobe-3.0 Resource-Font +%%Title: Bitstream Vera Sans +%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. +%%Creator: Converted from TrueType to type 3 by PPR +25 dict begin +/_d{bind def}bind def +/_m{moveto}_d +/_l{lineto}_d +/_cl{closepath eofill}_d +/_c{curveto}_d +/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d +/_e{exec}_d +/FontName /BitstreamVeraSans-Roman def +/PaintType 0 def +/FontMatrix[.001 0 0 .001 0 0]def +/FontBBox[-183 -236 1287 928]def +/FontType 3 def +/Encoding [ /space /dollar /parenleft /parenright /period /zero /one /two /three /four /five /six /eight /C /D /F /a /d /e /f /i /l /p /r /y /minus ] def +/FontInfo 10 dict dup begin +/FamilyName (Bitstream Vera Sans) def +/FullName (Bitstream Vera Sans) def +/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc.) def +/Weight (Roman) def +/Version (Release 1.10) def +/ItalicAngle 0.0 def +/isFixedPitch false def +/UnderlinePosition -213 def +/UnderlineThickness 143 def +end readonly def +/CharStrings 26 dict dup begin +/space{318 0 0 0 0 0 _sc +}_d +/dollar{{636 0 83 -146 553 760 _sc +338 -146 _m +289 -146 _l +289 0 _l +254 0 220 4 186 12 _c +152 19 117 30 83 45 _c +83 133 _l +116 112 150 96 184 86 _c +218 75 253 69 289 69 _c +289 292 _l +217 304 164 324 132 352 _c +99 380 83 418 83 467 _c +83 519 100 561 136 592 _c +171 622 222 640 289 645 _c +289 760 _l +338 760 _l +338 646 _l +368 645 397 642 425 637 _c +}_e{453 631 481 624 509 616 _c +509 531 _l +481 544 453 554 425 562 _c +397 570 368 574 338 576 _c +338 367 _l +412 355 466 335 501 306 _c +535 276 553 236 553 186 _c +553 131 534 88 497 56 _c +460 24 407 5 338 1 _c +338 -146 _l +289 376 _m +289 576 _l +251 572 222 561 202 544 _c +182 526 173 503 173 475 _c +173 447 182 425 200 409 _c +218 393 248 382 289 376 _c +338 282 _m +}_e{338 71 _l +379 76 410 88 431 106 _c +452 124 463 147 463 177 _c +463 205 453 228 433 245 _c +413 262 381 274 338 282 _c +_cl}_e}_d +/parenleft{390 0 86 -131 310 759 _sc +310 759 _m +266 683 234 609 213 536 _c +191 463 181 389 181 314 _c +181 238 191 164 213 91 _c +234 17 266 -56 310 -131 _c +232 -131 _l +183 -54 146 20 122 94 _c +98 168 86 241 86 314 _c +86 386 98 459 122 533 _c +146 607 182 682 232 759 _c +310 759 _l +_cl}_d +/parenright{390 0 80 -131 304 759 _sc +80 759 _m +158 759 _l +206 682 243 607 267 533 _c +291 459 304 386 304 314 _c +304 241 291 168 267 94 _c +243 20 206 -54 158 -131 _c +80 -131 _l +123 -56 155 17 177 91 _c +198 164 209 238 209 314 _c +209 389 198 463 177 536 _c +155 609 123 683 80 759 _c +_cl}_d +/period{318 0 107 0 210 124 _sc +107 124 _m +210 124 _l +210 0 _l +107 0 _l +107 124 _l +_cl}_d +/zero{636 0 66 -13 570 742 _sc +318 664 _m +267 664 229 639 203 589 _c +177 539 165 464 165 364 _c +165 264 177 189 203 139 _c +229 89 267 64 318 64 _c +369 64 407 89 433 139 _c +458 189 471 264 471 364 _c +471 464 458 539 433 589 _c +407 639 369 664 318 664 _c +318 742 _m +399 742 461 709 505 645 _c +548 580 570 486 570 364 _c +570 241 548 147 505 83 _c +461 19 399 -13 318 -13 _c +236 -13 173 19 130 83 _c +87 147 66 241 66 364 _c +66 486 87 580 130 645 _c +173 709 236 742 318 742 _c +_cl}_d +/one{636 0 110 0 544 729 _sc +124 83 _m +285 83 _l +285 639 _l +110 604 _l +110 694 _l +284 729 _l +383 729 _l +383 83 _l +544 83 _l +544 0 _l +124 0 _l +124 83 _l +_cl}_d +/two{{636 0 73 0 536 742 _sc +192 83 _m +536 83 _l +536 0 _l +73 0 _l +73 83 _l +110 121 161 173 226 239 _c +290 304 331 346 348 365 _c +380 400 402 430 414 455 _c +426 479 433 504 433 528 _c +433 566 419 598 392 622 _c +365 646 330 659 286 659 _c +255 659 222 653 188 643 _c +154 632 117 616 78 594 _c +78 694 _l +118 710 155 722 189 730 _c +223 738 255 742 284 742 _c +}_e{359 742 419 723 464 685 _c +509 647 532 597 532 534 _c +532 504 526 475 515 449 _c +504 422 484 390 454 354 _c +446 344 420 317 376 272 _c +332 227 271 164 192 83 _c +_cl}_e}_d +/three{{636 0 76 -13 556 742 _sc +406 393 _m +453 383 490 362 516 330 _c +542 298 556 258 556 212 _c +556 140 531 84 482 45 _c +432 6 362 -13 271 -13 _c +240 -13 208 -10 176 -4 _c +144 1 110 10 76 22 _c +76 117 _l +103 101 133 89 166 81 _c +198 73 232 69 268 69 _c +330 69 377 81 409 105 _c +441 129 458 165 458 212 _c +458 254 443 288 413 312 _c +383 336 341 349 287 349 _c +}_e{202 349 _l +202 430 _l +291 430 _l +339 430 376 439 402 459 _c +428 478 441 506 441 543 _c +441 580 427 609 401 629 _c +374 649 336 659 287 659 _c +260 659 231 656 200 650 _c +169 644 135 635 98 623 _c +98 711 _l +135 721 170 729 203 734 _c +235 739 266 742 296 742 _c +370 742 429 725 473 691 _c +517 657 539 611 539 553 _c +539 513 527 479 504 451 _c +481 423 448 403 406 393 _c +_cl}_e}_d +/four{636 0 49 0 580 729 _sc +378 643 _m +129 254 _l +378 254 _l +378 643 _l +352 729 _m +476 729 _l +476 254 _l +580 254 _l +580 172 _l +476 172 _l +476 0 _l +378 0 _l +378 172 _l +49 172 _l +49 267 _l +352 729 _l +_cl}_d +/five{{636 0 77 -13 549 729 _sc +108 729 _m +495 729 _l +495 646 _l +198 646 _l +198 467 _l +212 472 227 476 241 478 _c +255 480 270 482 284 482 _c +365 482 429 459 477 415 _c +525 370 549 310 549 234 _c +549 155 524 94 475 51 _c +426 8 357 -13 269 -13 _c +238 -13 207 -10 175 -6 _c +143 -1 111 6 77 17 _c +77 116 _l +106 100 136 88 168 80 _c +199 72 232 69 267 69 _c +}_e{323 69 368 83 401 113 _c +433 143 450 183 450 234 _c +450 284 433 324 401 354 _c +368 384 323 399 267 399 _c +241 399 214 396 188 390 _c +162 384 135 375 108 363 _c +108 729 _l +_cl}_e}_d +/six{{636 0 70 -13 573 742 _sc +330 404 _m +286 404 251 388 225 358 _c +199 328 186 286 186 234 _c +186 181 199 139 225 109 _c +251 79 286 64 330 64 _c +374 64 409 79 435 109 _c +461 139 474 181 474 234 _c +474 286 461 328 435 358 _c +409 388 374 404 330 404 _c +526 713 _m +526 623 _l +501 635 476 644 451 650 _c +425 656 400 659 376 659 _c +310 659 260 637 226 593 _c +}_e{192 549 172 482 168 394 _c +187 422 211 444 240 459 _c +269 474 301 482 336 482 _c +409 482 467 459 509 415 _c +551 371 573 310 573 234 _c +573 159 550 99 506 54 _c +462 9 403 -13 330 -13 _c +246 -13 181 19 137 83 _c +92 147 70 241 70 364 _c +70 479 97 571 152 639 _c +206 707 280 742 372 742 _c +396 742 421 739 447 735 _c +472 730 498 723 526 713 _c +_cl}_e}_d +/eight{{636 0 68 -13 568 742 _sc +318 346 _m +271 346 234 333 207 308 _c +180 283 167 249 167 205 _c +167 161 180 126 207 101 _c +234 76 271 64 318 64 _c +364 64 401 76 428 102 _c +455 127 469 161 469 205 _c +469 249 455 283 429 308 _c +402 333 365 346 318 346 _c +219 388 _m +177 398 144 418 120 447 _c +96 476 85 511 85 553 _c +85 611 105 657 147 691 _c +188 725 245 742 318 742 _c +}_e{390 742 447 725 489 691 _c +530 657 551 611 551 553 _c +551 511 539 476 515 447 _c +491 418 459 398 417 388 _c +464 377 501 355 528 323 _c +554 291 568 251 568 205 _c +568 134 546 80 503 43 _c +459 5 398 -13 318 -13 _c +237 -13 175 5 132 43 _c +89 80 68 134 68 205 _c +68 251 81 291 108 323 _c +134 355 171 377 219 388 _c +183 544 _m +183 506 194 476 218 455 _c +}_e{242 434 275 424 318 424 _c +360 424 393 434 417 455 _c +441 476 453 506 453 544 _c +453 582 441 611 417 632 _c +393 653 360 664 318 664 _c +275 664 242 653 218 632 _c +194 611 183 582 183 544 _c +_cl}_e}_d +/C{{698 0 56 -13 644 742 _sc +644 673 _m +644 569 _l +610 599 575 622 537 638 _c +499 653 460 661 418 661 _c +334 661 270 635 226 584 _c +182 533 160 460 160 364 _c +160 268 182 194 226 143 _c +270 92 334 67 418 67 _c +460 67 499 74 537 90 _c +575 105 610 128 644 159 _c +644 56 _l +609 32 572 15 534 4 _c +496 -7 455 -13 412 -13 _c +302 -13 215 20 151 87 _c +}_e{87 154 56 246 56 364 _c +56 481 87 573 151 641 _c +215 708 302 742 412 742 _c +456 742 497 736 535 725 _c +573 713 610 696 644 673 _c +_cl}_e}_d +/D{770 0 98 0 711 729 _sc +197 648 _m +197 81 _l +316 81 _l +416 81 490 103 537 149 _c +583 195 607 267 607 365 _c +607 463 583 534 537 580 _c +490 625 416 648 316 648 _c +197 648 _l +98 729 _m +301 729 _l +442 729 546 699 612 641 _c +678 582 711 490 711 365 _c +711 239 677 147 611 88 _c +545 29 441 0 301 0 _c +98 0 _l +98 729 _l +_cl}_d +/F{575 0 98 0 517 729 _sc +98 729 _m +517 729 _l +517 646 _l +197 646 _l +197 431 _l +486 431 _l +486 348 _l +197 348 _l +197 0 _l +98 0 _l +98 729 _l +_cl}_d +/a{{613 0 60 -13 522 560 _sc +343 275 _m +270 275 220 266 192 250 _c +164 233 150 205 150 165 _c +150 133 160 107 181 89 _c +202 70 231 61 267 61 _c +317 61 357 78 387 114 _c +417 149 432 196 432 255 _c +432 275 _l +343 275 _l +522 312 _m +522 0 _l +432 0 _l +432 83 _l +411 49 385 25 355 10 _c +325 -5 287 -13 243 -13 _c +187 -13 142 2 109 33 _c +76 64 60 106 60 159 _c +}_e{60 220 80 266 122 298 _c +163 329 224 345 306 345 _c +432 345 _l +432 354 _l +432 395 418 427 391 450 _c +364 472 326 484 277 484 _c +245 484 215 480 185 472 _c +155 464 127 453 100 439 _c +100 522 _l +132 534 164 544 195 550 _c +226 556 256 560 286 560 _c +365 560 424 539 463 498 _c +502 457 522 395 522 312 _c +_cl}_e}_d +/d{{635 0 55 -13 544 760 _sc +454 464 _m +454 760 _l +544 760 _l +544 0 _l +454 0 _l +454 82 _l +435 49 411 25 382 10 _c +353 -5 319 -13 279 -13 _c +213 -13 159 13 117 65 _c +75 117 55 187 55 273 _c +55 359 75 428 117 481 _c +159 533 213 560 279 560 _c +319 560 353 552 382 536 _c +411 520 435 496 454 464 _c +148 273 _m +148 207 161 155 188 117 _c +215 79 253 61 301 61 _c +}_e{348 61 385 79 413 117 _c +440 155 454 207 454 273 _c +454 339 440 390 413 428 _c +385 466 348 485 301 485 _c +253 485 215 466 188 428 _c +161 390 148 339 148 273 _c +_cl}_e}_d +/e{{615 0 55 -13 562 560 _sc +562 296 _m +562 252 _l +149 252 _l +153 190 171 142 205 110 _c +238 78 284 62 344 62 _c +378 62 412 66 444 74 _c +476 82 509 95 541 113 _c +541 28 _l +509 14 476 3 442 -3 _c +408 -9 373 -13 339 -13 _c +251 -13 182 12 131 62 _c +80 112 55 181 55 268 _c +55 357 79 428 127 481 _c +175 533 241 560 323 560 _c +397 560 455 536 498 489 _c +}_e{540 441 562 377 562 296 _c +472 322 _m +471 371 457 410 431 440 _c +404 469 368 484 324 484 _c +274 484 234 469 204 441 _c +174 413 156 373 152 322 _c +472 322 _l +_cl}_e}_d +/f{352 0 23 0 371 760 _sc +371 760 _m +371 685 _l +285 685 _l +253 685 230 678 218 665 _c +205 652 199 629 199 595 _c +199 547 _l +347 547 _l +347 477 _l +199 477 _l +199 0 _l +109 0 _l +109 477 _l +23 477 _l +23 547 _l +109 547 _l +109 585 _l +109 645 123 690 151 718 _c +179 746 224 760 286 760 _c +371 760 _l +_cl}_d +/i{278 0 94 0 184 760 _sc +94 547 _m +184 547 _l +184 0 _l +94 0 _l +94 547 _l +94 760 _m +184 760 _l +184 646 _l +94 646 _l +94 760 _l +_cl}_d +/l{278 0 94 0 184 760 _sc +94 760 _m +184 760 _l +184 0 _l +94 0 _l +94 760 _l +_cl}_d +/p{{635 0 91 -207 580 560 _sc +181 82 _m +181 -207 _l +91 -207 _l +91 547 _l +181 547 _l +181 464 _l +199 496 223 520 252 536 _c +281 552 316 560 356 560 _c +422 560 476 533 518 481 _c +559 428 580 359 580 273 _c +580 187 559 117 518 65 _c +476 13 422 -13 356 -13 _c +316 -13 281 -5 252 10 _c +223 25 199 49 181 82 _c +487 273 _m +487 339 473 390 446 428 _c +418 466 381 485 334 485 _c +}_e{286 485 249 466 222 428 _c +194 390 181 339 181 273 _c +181 207 194 155 222 117 _c +249 79 286 61 334 61 _c +381 61 418 79 446 117 _c +473 155 487 207 487 273 _c +_cl}_e}_d +/r{411 0 91 0 411 560 _sc +411 463 _m +401 469 390 473 378 476 _c +366 478 353 480 339 480 _c +288 480 249 463 222 430 _c +194 397 181 350 181 288 _c +181 0 _l +91 0 _l +91 547 _l +181 547 _l +181 462 _l +199 495 224 520 254 536 _c +284 552 321 560 365 560 _c +371 560 378 559 386 559 _c +393 558 401 557 411 555 _c +411 463 _l +_cl}_d +/y{592 0 30 -207 562 547 _sc +322 -50 _m +296 -114 271 -157 247 -177 _c +223 -197 191 -207 151 -207 _c +79 -207 _l +79 -132 _l +132 -132 _l +156 -132 175 -126 189 -114 _c +203 -102 218 -75 235 -31 _c +251 9 _l +30 547 _l +125 547 _l +296 119 _l +467 547 _l +562 547 _l +322 -50 _l +_cl}_d +/minus{838 0 106 272 732 355 _sc +106 355 _m +732 355 _l +732 272 _l +106 272 _l +106 355 _l +_cl}_d +end readonly def + +/BuildGlyph + {exch begin + CharStrings exch + 2 copy known not{pop /.notdef}if + true 3 1 roll get exec + end}_d + +/BuildChar { + 1 index /Encoding get exch get + 1 index /BuildGlyph get exec +}_d + +FontName currentdict end definefont pop +end +%%EndProlog +mpldict begin +18 180 translate +576 432 0 0 clipbox +gsave +0 0 m +576 0 l +576 432 l +0 432 l +cl +1.000 setgray +fill +grestore +gsave +72 43.2 m +518.4 43.2 l +518.4 388.8 l +72 388.8 l +cl +1.000 setgray +fill +grestore +3.000 setlinewidth +1 setlinejoin +2 setlinecap +[] 0 setdash +0.145 0.204 0.580 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +160.237 43.2 m +160.237 44.3042 l +161.241 44.3042 l +161.241 45.4083 l +171.257 45.4083 l +171.257 46.5125 l +172.992 46.5125 l +172.992 47.6166 l +179.409 47.6166 l +179.409 48.7208 l +179.822 48.7208 l +179.822 49.8249 l +180.112 49.8249 l +180.14 52.0332 l +185.101 52.0332 l +185.101 53.1374 l +189.532 53.1374 l +189.532 54.2415 l +190.285 54.2415 l +190.285 55.3457 l +195.329 55.3457 l +195.329 56.4498 l +196.953 56.4498 l +196.953 57.554 l +197.338 57.554 l +197.338 58.6581 l +198.186 58.6581 l +198.186 59.7623 l +199.576 59.7623 l +199.576 60.8665 l +199.771 60.8665 l +199.771 61.9706 l +200.022 61.9706 l +200.1 64.1789 l +204.458 64.1789 l +204.458 65.2831 l +205.111 65.2831 l +205.111 66.3872 l +205.591 66.3872 l +205.591 67.4914 l +210.183 67.4914 l +210.183 68.5955 l +211.171 68.5955 l +211.171 69.6997 l +211.768 69.6997 l +211.768 70.8038 l +213.436 70.8038 l +213.436 71.908 l +213.871 71.908 l +213.938 74.1163 l +215.244 74.1163 l +215.244 75.2204 l +215.752 75.2204 l +215.824 78.5329 l +215.942 78.5329 l +215.942 79.6371 l +216.874 79.6371 l +216.874 80.7412 l +217.459 80.7412 l +217.459 81.8454 l +221.008 81.8454 l +221.008 82.9495 l +222.582 82.9495 l +222.66 85.1578 l +223.497 85.1578 l +223.497 86.262 l +224.289 86.262 l +224.289 87.3661 l +224.775 87.3661 l +224.775 88.4703 l +224.959 88.4703 l +224.959 89.5744 l +226.354 89.5744 l +226.354 90.6786 l +227.074 90.6786 l +227.074 91.7827 l +227.453 91.7827 l +227.537 93.9911 l +227.637 93.9911 l +227.637 95.0952 l +228.653 95.0952 l +228.653 96.1994 l +229.35 96.1994 l +229.35 97.3035 l +229.652 97.3035 l +229.652 98.4077 l +230.572 98.4077 l +230.572 99.5118 l +230.706 99.5118 l +230.706 100.616 l +231.493 100.616 l +231.532 102.824 l +232.86 102.824 l +232.86 103.928 l +233.089 103.928 l +233.089 105.033 l +233.608 105.033 l +233.608 106.137 l +234.199 106.137 l +234.199 107.241 l +234.328 107.241 l +234.328 108.345 l +235.081 108.345 l +235.081 109.449 l +235.304 109.449 l +235.41 113.866 l +235.611 113.866 l +235.611 114.97 l +235.957 114.97 l +236.013 117.178 l +236.309 117.178 l +236.337 119.387 l +236.476 119.387 l +236.476 120.491 l +237.028 120.491 l +237.028 121.595 l +238.078 121.595 l +238.078 122.699 l +238.373 122.699 l +238.373 123.803 l +238.613 123.803 l +238.652 126.012 l +238.864 126.012 l +238.959 128.22 l +239.528 128.22 l +239.545 130.428 l +240.159 130.428 l +240.159 131.532 l +240.923 131.532 l +241.007 135.949 l +241.258 135.949 l +241.258 137.053 l +241.755 137.053 l +241.755 138.157 l +241.905 138.157 l +241.905 140.365 l +242.151 140.365 l +242.151 141.47 l +242.296 141.47 l +242.296 142.574 l +242.424 142.574 l +242.424 143.678 l +243.3 143.678 l +243.395 145.886 l +243.607 145.886 l +243.607 146.99 l +243.786 146.99 l +243.853 149.199 l +243.948 149.199 l +243.948 150.303 l +244.489 150.303 l +244.489 151.407 l +244.874 151.407 l +244.874 152.511 l +245.348 152.511 l +245.348 153.615 l +245.795 153.615 l +245.795 154.719 l +246.648 154.719 l +246.71 156.928 l +246.816 156.928 l +246.833 159.136 l +246.955 159.136 l +246.955 160.24 l +247.112 160.24 l +247.112 161.344 l +247.608 161.344 l +247.608 162.449 l +248.78 162.449 l +248.78 163.553 l +248.925 163.553 l +248.925 164.657 l +249.438 164.657 l +249.472 166.865 l +250.002 166.865 l +250.002 167.969 l +250.398 167.969 l +250.398 169.073 l +251.185 169.073 l +251.185 170.178 l +251.33 170.178 l +251.33 171.282 l +251.721 171.282 l +251.721 172.386 l +251.838 172.386 l +251.838 173.49 l +252.016 173.49 l +252.055 175.698 l +252.128 175.698 l +252.128 177.907 l +252.569 177.907 l +252.569 179.011 l +252.786 179.011 l +252.881 183.427 l +252.937 183.427 l +253.032 185.636 l +253.06 185.636 l +253.06 186.74 l +253.506 186.74 l +253.506 187.844 l +254.047 187.844 l +254.081 190.052 l +254.181 190.052 l +254.181 191.157 l +254.527 191.157 l +254.527 192.261 l +255.074 192.261 l +255.074 193.365 l +255.23 193.365 l +255.32 195.573 l +255.348 195.573 l +255.348 196.677 l +256.492 196.677 l +256.492 197.781 l +257.602 197.781 l +257.602 198.886 l +257.764 198.886 l +257.764 199.99 l +257.926 199.99 l +257.993 203.302 l +258.099 203.302 l +258.126 205.511 l +258.316 205.511 l +258.316 206.615 l +258.556 206.615 l +258.556 207.719 l +260.079 207.719 l +260.079 208.823 l +260.453 208.823 l +260.492 211.031 l +260.571 211.031 l +260.665 214.344 l +260.749 214.344 l +260.749 215.448 l +261.173 215.448 l +261.246 217.656 l +261.307 217.656 l +261.307 218.76 l +261.525 218.76 l +261.525 219.865 l +261.759 219.865 l +261.815 222.073 l +261.921 222.073 l +261.921 223.177 l +262.875 223.177 l +262.897 225.385 l +263.037 225.385 l +263.104 228.698 l +263.215 228.698 l +263.215 229.802 l +263.327 229.802 l +263.327 230.906 l +263.69 230.906 l +263.762 233.114 l +263.991 233.114 l +263.991 234.219 l +264.142 234.219 l +264.225 237.531 l +264.276 237.531 l +264.276 238.635 l +264.398 238.635 l +264.398 239.739 l +264.527 239.739 l +264.527 240.843 l +265.09 240.843 l +265.113 243.052 l +265.57 243.052 l +265.57 245.26 l +266.19 245.26 l +266.257 248.573 l +267.127 248.573 l +267.233 250.781 l +267.35 250.781 l +267.406 254.093 l +268.366 254.093 l +268.366 255.197 l +268.717 255.197 l +268.717 256.302 l +268.952 256.302 l +268.952 257.406 l +269.192 257.406 l +269.242 259.614 l +269.32 259.614 l +269.32 260.718 l +269.515 260.718 l +269.515 261.822 l +269.789 261.822 l +269.789 262.927 l +270.068 262.927 l +270.068 264.031 l +270.218 264.031 l +270.218 265.135 l +270.336 265.135 l +270.336 266.239 l +270.642 266.239 l +270.642 267.343 l +270.804 267.343 l +270.804 268.447 l +271.078 268.447 l +271.161 270.656 l +271.496 270.656 l +271.496 271.76 l +271.837 271.76 l +271.837 272.864 l +271.976 272.864 l +271.976 273.968 l +272.227 273.968 l +272.227 275.072 l +272.768 275.072 l +272.768 276.176 l +273.667 276.176 l +273.667 277.281 l +274.526 277.281 l +274.604 279.489 l +274.705 279.489 l +274.766 281.697 l +275.079 281.697 l +275.079 282.801 l +275.268 282.801 l +275.268 283.905 l +276.077 283.905 l +276.077 285.01 l +276.412 285.01 l +276.412 286.114 l +276.987 286.114 l +276.987 287.218 l +277.417 287.218 l +277.417 288.322 l +278.683 288.322 l +278.683 289.426 l +279.13 289.426 l +279.13 290.53 l +279.883 290.53 l +279.955 292.739 l +280.301 292.739 l +280.301 293.843 l +280.552 293.843 l +280.552 294.947 l +281.25 294.947 l +281.339 297.155 l +281.702 297.155 l +281.702 298.259 l +282.031 298.259 l +282.031 299.364 l +282.204 299.364 l +282.204 300.468 l +282.399 300.468 l +282.399 301.572 l +282.924 301.572 l +282.924 302.676 l +283.488 302.676 l +283.488 303.78 l +283.649 303.78 l +283.649 304.884 l +283.99 304.884 l +283.99 305.988 l +284.129 305.988 l +284.129 307.093 l +284.358 307.093 l +284.358 308.197 l +284.475 308.197 l +284.475 309.301 l +284.966 309.301 l +284.966 310.405 l +285.273 310.405 l +285.273 311.509 l +285.826 311.509 l +285.842 313.718 l +286.417 313.718 l +286.417 314.822 l +286.724 314.822 l +286.724 315.926 l +286.919 315.926 l +286.919 317.03 l +288.125 317.03 l +288.125 318.134 l +288.292 318.134 l +288.292 319.238 l +289.447 319.238 l +289.447 320.342 l +290.05 320.342 l +290.05 321.447 l +290.53 321.447 l +290.53 322.551 l +291.83 322.551 l +291.83 323.655 l +292.605 323.655 l +292.605 324.759 l +292.812 324.759 l +292.812 325.863 l +293.911 325.863 l +293.911 326.967 l +294.101 326.967 l +294.101 328.072 l +294.497 328.072 l +294.497 329.176 l +294.748 329.176 l +294.854 331.384 l +295.021 331.384 l +295.021 332.488 l +295.289 332.488 l +295.289 333.592 l +295.652 333.592 l +295.652 334.696 l +296.562 334.696 l +296.562 335.801 l +297.287 335.801 l +297.287 336.905 l +297.984 336.905 l +297.984 338.009 l +299.831 338.009 l +299.831 339.113 l +302.298 339.113 l +302.298 340.217 l +302.437 340.217 l +302.437 341.321 l +302.694 341.321 l +302.727 343.53 l +303.592 343.53 l +303.592 344.634 l +304.078 344.634 l +304.078 345.738 l +304.647 345.738 l +304.647 346.842 l +305.556 346.842 l +305.556 347.946 l +307.8 347.946 l +307.8 349.05 l +308.826 349.05 l +308.826 350.155 l +309.295 350.155 l +309.295 351.259 l +310.065 351.259 l +310.065 352.363 l +310.216 352.363 l +310.216 353.467 l +311.276 353.467 l +311.276 354.571 l +314.328 354.571 l +314.356 356.78 l +314.473 356.78 l +314.473 357.884 l +314.981 357.884 l +314.981 358.988 l +316.393 358.988 l +316.393 360.092 l +317.157 360.092 l +317.157 361.196 l +319.635 361.196 l +319.635 362.3 l +319.797 362.3 l +319.797 363.404 l +320.751 363.404 l +320.751 364.509 l +322.068 364.509 l +322.068 365.613 l +325.343 365.613 l +325.343 366.717 l +327.491 366.717 l +327.491 367.821 l +328.34 367.821 l +328.34 368.925 l +328.819 368.925 l +328.819 370.029 l +329.439 370.029 l +329.439 371.134 l +330.923 371.134 l +330.923 372.238 l +332.798 372.238 l +332.798 373.342 l +332.938 373.342 l +332.938 374.446 l +336.671 374.446 l +336.671 375.55 l +338.663 375.55 l +338.663 376.654 l +339.488 376.654 l +339.488 377.758 l +341.575 377.758 l +341.575 378.863 l +344.365 378.863 l +344.365 379.967 l +346.586 379.967 l +346.586 381.071 l +350.046 381.071 l +350.046 382.175 l +351.658 382.175 l +351.658 383.279 l +356.24 383.279 l +356.24 384.383 l +358.025 384.383 l +358.025 385.488 l +364.152 385.488 l +364.152 386.592 l +411.666 386.592 l +411.666 387.696 l +414.467 387.696 l +414.467 388.8 l +414.467 388.8 l +stroke +grestore +0.114 0.569 0.753 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +95.2184 43.2 m +95.2184 44.3042 l +168.316 44.3042 l +168.316 45.4083 l +170.096 45.4083 l +170.096 46.5125 l +178.271 46.5125 l +178.271 47.6166 l +182.746 47.6166 l +182.746 48.7208 l +186.412 48.7208 l +186.412 49.8249 l +190.313 49.8249 l +190.313 50.9291 l +192.439 50.9291 l +192.439 52.0332 l +195.837 52.0332 l +195.837 53.1374 l +196.3 53.1374 l +196.3 54.2415 l +196.735 54.2415 l +196.735 55.3457 l +197.595 55.3457 l +197.595 56.4498 l +201.768 56.4498 l +201.768 57.554 l +202.728 57.554 l +202.728 58.6581 l +206.16 58.6581 l +206.16 59.7623 l +207.287 59.7623 l +207.287 60.8665 l +207.41 60.8665 l +207.41 61.9706 l +207.538 61.9706 l +207.538 63.0748 l +208.102 63.0748 l +208.102 64.1789 l +208.766 64.1789 l +208.766 65.2831 l +209.558 65.2831 l +209.558 66.3872 l +210.133 66.3872 l +210.133 67.4914 l +210.451 67.4914 l +210.451 68.5955 l +211.327 68.5955 l +211.327 69.6997 l +211.651 69.6997 l +211.651 70.8038 l +211.879 70.8038 l +211.879 71.908 l +212.577 71.908 l +212.577 73.0121 l +213.397 73.0121 l +213.397 74.1163 l +214.915 74.1163 l +214.915 75.2204 l +215.183 75.2204 l +215.183 76.3246 l +215.824 76.3246 l +215.88 78.5329 l +216.89 78.5329 l +216.89 79.6371 l +218.202 79.6371 l +218.224 81.8454 l +218.866 81.8454 l +218.866 82.9495 l +219.664 82.9495 l +219.664 84.0537 l +220.902 84.0537 l +220.902 85.1578 l +221.198 85.1578 l +221.198 86.262 l +221.817 86.262 l +221.817 87.3661 l +222.035 87.3661 l +222.035 88.4703 l +222.147 88.4703 l +222.241 90.6786 l +224.122 90.6786 l +224.167 92.8869 l +224.289 92.8869 l +224.289 93.9911 l +224.747 93.9911 l +224.747 95.0952 l +224.953 95.0952 l +224.998 97.3035 l +225.377 97.3035 l +225.377 98.4077 l +226.627 98.4077 l +226.627 99.5118 l +227.414 99.5118 l +227.414 100.616 l +227.721 100.616 l +227.721 101.72 l +227.955 101.72 l +227.955 102.824 l +228.486 102.824 l +228.486 103.928 l +228.703 103.928 l +228.703 105.033 l +228.887 105.033 l +228.887 106.137 l +229.172 106.137 l +229.172 107.241 l +229.641 107.241 l +229.641 108.345 l +229.964 108.345 l +229.964 109.449 l +230.21 109.449 l +230.21 110.553 l +230.946 110.553 l +230.946 111.658 l +231.421 111.658 l +231.421 112.762 l +231.683 112.762 l +231.75 114.97 l +232.816 114.97 l +232.816 116.074 l +233.128 116.074 l +233.128 117.178 l +233.413 117.178 l +233.468 119.387 l +233.591 119.387 l +233.591 120.491 l +233.92 120.491 l +233.92 121.595 l +234.897 121.595 l +234.897 122.699 l +235.209 122.699 l +235.209 123.803 l +235.321 123.803 l +235.321 124.907 l +235.466 124.907 l +235.505 127.116 l +235.606 127.116 l +235.606 129.324 l +236.125 129.324 l +236.125 130.428 l +236.325 130.428 l +236.325 131.532 l +236.895 131.532 l +236.967 133.741 l +237.006 133.741 l +237.056 135.949 l +237.307 135.949 l +237.307 137.053 l +237.598 137.053 l +237.704 139.261 l +238.368 139.261 l +238.396 141.47 l +239.205 141.47 l +239.205 142.574 l +239.322 142.574 l +239.322 143.678 l +239.517 143.678 l +239.517 144.782 l +239.952 144.782 l +239.952 145.886 l +240.287 145.886 l +240.287 146.99 l +240.728 146.99 l +240.728 148.095 l +240.974 148.095 l +241.052 150.303 l +241.141 150.303 l +241.141 151.407 l +241.643 151.407 l +241.643 152.511 l +241.771 152.511 l +241.838 154.719 l +241.956 154.719 l +241.956 155.824 l +242.352 155.824 l +242.352 156.928 l +242.553 156.928 l +242.553 158.032 l +242.815 158.032 l +242.815 159.136 l +243.373 159.136 l +243.373 160.24 l +243.602 160.24 l +243.602 161.344 l +243.73 161.344 l +243.73 162.449 l +243.847 162.449 l +243.847 163.553 l +244.104 163.553 l +244.104 164.657 l +245.075 164.657 l +245.075 165.761 l +245.198 165.761 l +245.198 166.865 l +246.074 166.865 l +246.074 167.969 l +246.408 167.969 l +246.448 170.178 l +246.643 170.178 l +246.643 171.282 l +246.855 171.282 l +246.9 173.49 l +247.245 173.49 l +247.245 174.594 l +247.463 174.594 l +247.463 175.698 l +247.843 175.698 l +247.921 177.907 l +248.06 177.907 l +248.06 179.011 l +248.44 179.011 l +248.501 181.219 l +249.076 181.219 l +249.076 182.323 l +249.366 182.323 l +249.366 183.427 l +249.595 183.427 l +249.595 184.532 l +249.946 184.532 l +249.946 185.636 l +250.426 185.636 l +250.426 186.74 l +250.588 186.74 l +250.588 187.844 l +251.029 187.844 l +251.029 188.948 l +251.983 188.948 l +251.983 190.052 l +252.295 190.052 l +252.396 194.469 l +252.552 194.469 l +252.552 195.573 l +252.786 195.573 l +252.786 196.677 l +253.01 196.677 l +253.01 197.781 l +253.171 197.781 l +253.21 199.99 l +253.579 199.99 l +253.579 201.094 l +253.718 201.094 l +253.808 203.302 l +253.919 203.302 l +253.947 205.511 l +254.187 205.511 l +254.271 207.719 l +254.723 207.719 l +254.723 208.823 l +255.565 208.823 l +255.565 209.927 l +255.816 209.927 l +255.889 212.135 l +256.04 212.135 l +256.04 213.24 l +256.302 213.24 l +256.302 214.344 l +256.614 214.344 l +256.614 215.448 l +256.899 215.448 l +256.971 217.656 l +257.792 217.656 l +257.792 218.76 l +257.97 218.76 l +258.009 220.969 l +258.154 220.969 l +258.154 222.073 l +258.394 222.073 l +258.394 223.177 l +258.562 223.177 l +258.562 224.281 l +258.813 224.281 l +258.919 226.489 l +259.215 226.489 l +259.215 227.594 l +259.761 227.594 l +259.761 228.698 l +260.386 228.698 l +260.47 230.906 l +260.515 230.906 l +260.548 233.114 l +261.184 233.114 l +261.184 234.219 l +261.318 234.219 l +261.318 235.323 l +261.553 235.323 l +261.553 236.427 l +261.681 236.427 l +261.681 237.531 l +262.021 237.531 l +262.021 238.635 l +262.73 238.635 l +262.78 240.843 l +263.132 240.843 l +263.171 243.052 l +263.416 243.052 l +263.416 244.156 l +263.812 244.156 l +263.84 246.364 l +264.795 246.364 l +264.867 248.573 l +265.425 248.573 l +265.425 249.677 l +265.559 249.677 l +265.559 250.781 l +265.749 250.781 l +265.749 251.885 l +265.916 251.885 l +266 254.093 l +266.385 254.093 l +266.385 255.197 l +266.686 255.197 l +266.686 256.302 l +267.518 256.302 l +267.601 259.614 l +268.701 259.614 l +268.701 260.718 l +269.18 260.718 l +269.18 261.822 l +270.057 261.822 l +270.057 262.927 l +270.497 262.927 l +270.497 264.031 l +270.67 264.031 l +270.67 265.135 l +270.894 265.135 l +270.894 266.239 l +271.357 266.239 l +271.357 267.343 l +271.569 267.343 l +271.569 268.447 l +271.831 268.447 l +271.859 270.656 l +272.021 270.656 l +272.021 271.76 l +272.289 271.76 l +272.3 273.968 l +273.377 273.968 l +273.377 275.072 l +273.656 275.072 l +273.656 276.176 l +274.08 276.176 l +274.08 277.281 l +274.448 277.281 l +274.498 279.489 l +274.604 279.489 l +274.604 280.593 l +274.727 280.593 l +274.727 281.697 l +275.14 281.697 l +275.14 282.801 l +275.385 282.801 l +275.385 283.905 l +276.87 283.905 l +276.87 285.01 l +277.076 285.01 l +277.165 288.322 l +277.199 288.322 l +277.255 290.53 l +277.327 290.53 l +277.327 291.635 l +277.656 291.635 l +277.656 292.739 l +278.421 292.739 l +278.421 293.843 l +278.683 293.843 l +278.683 294.947 l +279.275 294.947 l +279.275 296.051 l +280.19 296.051 l +280.19 298.259 l +281.138 298.259 l +281.138 299.364 l +281.3 299.364 l +281.3 300.468 l +282.327 300.468 l +282.327 301.572 l +283.086 301.572 l +283.086 302.676 l +283.499 302.676 l +283.499 303.78 l +284.163 303.78 l +284.163 304.884 l +285.078 304.884 l +285.078 305.988 l +285.463 305.988 l +285.463 307.093 l +285.625 307.093 l +285.72 309.301 l +286.11 309.301 l +286.11 310.405 l +286.378 310.405 l +286.378 311.509 l +286.64 311.509 l +286.64 312.613 l +287.505 312.613 l +287.505 313.718 l +287.979 313.718 l +287.979 314.822 l +288.303 314.822 l +288.303 315.926 l +288.61 315.926 l +288.61 317.03 l +288.744 317.03 l +288.744 318.134 l +289.218 318.134 l +289.291 320.342 l +289.609 320.342 l +289.609 321.447 l +290.317 321.447 l +290.384 323.655 l +290.68 323.655 l +290.68 324.759 l +291.088 324.759 l +291.088 325.863 l +291.316 325.863 l +291.4 328.072 l +291.701 328.072 l +291.701 329.176 l +292.031 329.176 l +292.031 330.28 l +292.27 330.28 l +292.27 331.384 l +292.901 331.384 l +292.901 332.488 l +293.347 332.488 l +293.347 333.592 l +294.514 333.592 l +294.603 335.801 l +294.793 335.801 l +294.793 336.905 l +294.966 336.905 l +294.988 339.113 l +296.79 339.113 l +296.79 340.217 l +296.952 340.217 l +296.952 341.321 l +297.103 341.321 l +297.103 342.426 l +297.722 342.426 l +297.722 343.53 l +298.676 343.53 l +298.676 344.634 l +298.883 344.634 l +298.883 345.738 l +299.352 345.738 l +299.352 346.842 l +303.124 346.842 l +303.174 349.05 l +303.447 349.05 l +303.503 351.259 l +305.523 351.259 l +305.523 352.363 l +306.204 352.363 l +306.204 353.467 l +307.046 353.467 l +307.046 354.571 l +307.331 354.571 l +307.331 355.675 l +308.413 355.675 l +308.413 356.78 l +308.893 356.78 l +308.893 357.884 l +309.496 357.884 l +309.496 358.988 l +310.869 358.988 l +310.869 360.092 l +311.51 360.092 l +311.51 361.196 l +311.985 361.196 l +311.985 362.3 l +312.983 362.3 l +312.983 363.404 l +314.44 363.404 l +314.44 364.509 l +315.483 364.509 l +315.556 366.717 l +315.712 366.717 l +315.712 367.821 l +316.471 367.821 l +316.471 368.925 l +316.728 368.925 l +316.728 370.029 l +318.491 370.029 l +318.491 371.134 l +320.851 371.134 l +320.851 372.238 l +322.832 372.238 l +322.899 374.446 l +324.88 374.446 l +324.88 375.55 l +328.881 375.55 l +328.881 376.654 l +329.205 376.654 l +329.205 377.758 l +330.148 377.758 l +330.148 378.863 l +333.211 378.863 l +333.211 379.967 l +333.54 379.967 l +333.54 381.071 l +344.354 381.071 l +344.438 383.279 l +359.286 383.279 l +359.286 384.383 l +362.076 384.383 l +362.138 386.592 l +386.885 386.592 l +386.885 387.696 l +482.844 387.696 l +482.844 388.8 l +482.844 388.8 l +stroke +grestore +0.500 setlinewidth +0 setlinecap +0.000 setgray +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +/BitstreamVeraSans-Roman findfont +14.000 scalefont +setfont +gsave +45.070312 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /minus glyphshow +11.730469 0.203125 m /three glyphshow +20.637695 0.203125 m /zero glyphshow +29.544922 0.203125 m /zero glyphshow +38.452148 0.203125 m /zero glyphshow +47.359375 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 388.8 o +grestore +gsave +100.870312 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /minus glyphshow +11.730469 0.203125 m /two glyphshow +20.637695 0.203125 m /zero glyphshow +29.544922 0.203125 m /zero glyphshow +38.452148 0.203125 m /zero glyphshow +47.359375 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 388.8 o +grestore +gsave +156.670312 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /minus glyphshow +11.730469 0.203125 m /one glyphshow +20.637695 0.203125 m /zero glyphshow +29.544922 0.203125 m /zero glyphshow +38.452148 0.203125 m /zero glyphshow +47.359375 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 388.8 o +grestore +gsave +235.868750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 388.8 o +grestore +gsave +274.168750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 388.8 o +grestore +gsave +329.710938 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 388.8 o +grestore +gsave +385.526562 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /three glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 388.8 o +grestore +gsave +441.139062 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /four glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +497.134375 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +272.325000 10.903125 translate +0.000000 rotate +0.000000 2.062500 m /d glyphshow +8.886719 2.062500 m /i glyphshow +12.776367 2.062500 m /f glyphshow +17.705078 2.062500 m /f glyphshow +22.633789 2.062500 m /space glyphshow +27.083984 2.062500 m /parenleft glyphshow +32.545898 2.062500 m /dollar glyphshow +41.453125 2.062500 m /parenright glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +47.578125 37.903125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 112.32 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 112.32 o +grestore +gsave +48.062500 107.023125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /two glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 181.44 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 181.44 o +grestore +gsave +47.437500 176.143125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /four glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 250.56 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 250.56 o +grestore +gsave +47.531250 245.263125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /six glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 319.68 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 319.68 o +grestore +gsave +47.609375 314.383125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /eight glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +48.203125 383.503125 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +grestore +gsave +42.437500 202.492188 translate +90.000000 rotate +0.000000 0.203125 m /C glyphshow +9.775391 0.203125 m /D glyphshow +20.555664 0.203125 m /F glyphshow +grestore +1.000 setlinewidth +2 setlinecap +gsave +72 388.8 m +518.4 388.8 l +stroke +grestore +gsave +518.4 43.2 m +518.4 388.8 l +stroke +grestore +gsave +72 43.2 m +518.4 43.2 l +stroke +grestore +gsave +72 43.2 m +72 388.8 l +stroke +grestore +gsave +382.411 325.654 m +510 325.654 l +510 380.4 l +382.411 380.4 l +382.411 325.654 l +cl +gsave +1.000 setgray +fill +grestore +stroke +grestore +3.000 setlinewidth +0.145 0.204 0.580 setrgbcolor +gsave +394.171 366.638 m +417.691 366.638 l +stroke +grestore +0.000 setgray +/BitstreamVeraSans-Roman findfont +16.800 scalefont +setfont +gsave +436.170625 357.226875 translate +0.000000 rotate +0.000000 3.531250 m /p glyphshow +10.662079 3.531250 m /l glyphshow +15.328781 3.531250 m /a glyphshow +25.621780 3.531250 m /y glyphshow +35.562119 3.531250 m /e glyphshow +45.896133 3.531250 m /r glyphshow +52.801880 3.531250 m /space glyphshow +58.141113 3.531250 m /one glyphshow +grestore +0.114 0.569 0.753 setrgbcolor +gsave +394.171 341.785 m +417.691 341.785 l +stroke +grestore +0.000 setgray +gsave +436.170625 332.373750 translate +0.000000 rotate +0.000000 3.531250 m /p glyphshow +10.662079 3.531250 m /l glyphshow +15.328781 3.531250 m /a glyphshow +25.621780 3.531250 m /y glyphshow +35.562119 3.531250 m /e glyphshow +45.896133 3.531250 m /r glyphshow +52.801880 3.531250 m /space glyphshow +58.141113 3.531250 m /two glyphshow +grestore + +end +showpage diff --git a/price2.pdf b/price2.pdf new file mode 100644 index 0000000..6ef35d1 Binary files /dev/null and b/price2.pdf differ diff --git a/price2.png b/price2.png new file mode 100644 index 0000000..4c14700 Binary files /dev/null and b/price2.png differ diff --git a/price3.eps b/price3.eps new file mode 100644 index 0000000..e256f46 --- /dev/null +++ b/price3.eps @@ -0,0 +1,1753 @@ +%!PS-Adobe-3.0 EPSF-3.0 +%%Title: price3.eps +%%Creator: matplotlib version 1.3.x, http://matplotlib.org/ +%%CreationDate: Wed Oct 2 10:36:35 2013 +%%Orientation: portrait +%%BoundingBox: 18 180 594 612 +%%EndComments +%%BeginProlog +/mpldict 8 dict def +mpldict begin +/m { moveto } bind def +/l { lineto } bind def +/r { rlineto } bind def +/c { curveto } bind def +/cl { closepath } bind def +/box { +m +1 index 0 r +0 exch r +neg 0 r +cl +} bind def +/clipbox { +box +clip +newpath +} bind def +%!PS-Adobe-3.0 Resource-Font +%%Title: Bitstream Vera Sans +%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. +%%Creator: Converted from TrueType to type 3 by PPR +25 dict begin +/_d{bind def}bind def +/_m{moveto}_d +/_l{lineto}_d +/_cl{closepath eofill}_d +/_c{curveto}_d +/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d +/_e{exec}_d +/FontName /BitstreamVeraSans-Roman def +/PaintType 0 def +/FontMatrix[.001 0 0 .001 0 0]def +/FontBBox[-183 -236 1287 928]def +/FontType 3 def +/Encoding [ /space /dollar /parenleft /parenright /period /zero /one /two /three /four /five /six /seven /eight /F /M /P /c /e /i /o /p /r /s /t ] def +/FontInfo 10 dict dup begin +/FamilyName (Bitstream Vera Sans) def +/FullName (Bitstream Vera Sans) def +/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc.) def +/Weight (Roman) def +/Version (Release 1.10) def +/ItalicAngle 0.0 def +/isFixedPitch false def +/UnderlinePosition -213 def +/UnderlineThickness 143 def +end readonly def +/CharStrings 25 dict dup begin +/space{318 0 0 0 0 0 _sc +}_d +/dollar{{636 0 83 -146 553 760 _sc +338 -146 _m +289 -146 _l +289 0 _l +254 0 220 4 186 12 _c +152 19 117 30 83 45 _c +83 133 _l +116 112 150 96 184 86 _c +218 75 253 69 289 69 _c +289 292 _l +217 304 164 324 132 352 _c +99 380 83 418 83 467 _c +83 519 100 561 136 592 _c +171 622 222 640 289 645 _c +289 760 _l +338 760 _l +338 646 _l +368 645 397 642 425 637 _c +}_e{453 631 481 624 509 616 _c +509 531 _l +481 544 453 554 425 562 _c +397 570 368 574 338 576 _c +338 367 _l +412 355 466 335 501 306 _c +535 276 553 236 553 186 _c +553 131 534 88 497 56 _c +460 24 407 5 338 1 _c +338 -146 _l +289 376 _m +289 576 _l +251 572 222 561 202 544 _c +182 526 173 503 173 475 _c +173 447 182 425 200 409 _c +218 393 248 382 289 376 _c +338 282 _m +}_e{338 71 _l +379 76 410 88 431 106 _c +452 124 463 147 463 177 _c +463 205 453 228 433 245 _c +413 262 381 274 338 282 _c +_cl}_e}_d +/parenleft{390 0 86 -131 310 759 _sc +310 759 _m +266 683 234 609 213 536 _c +191 463 181 389 181 314 _c +181 238 191 164 213 91 _c +234 17 266 -56 310 -131 _c +232 -131 _l +183 -54 146 20 122 94 _c +98 168 86 241 86 314 _c +86 386 98 459 122 533 _c +146 607 182 682 232 759 _c +310 759 _l +_cl}_d +/parenright{390 0 80 -131 304 759 _sc +80 759 _m +158 759 _l +206 682 243 607 267 533 _c +291 459 304 386 304 314 _c +304 241 291 168 267 94 _c +243 20 206 -54 158 -131 _c +80 -131 _l +123 -56 155 17 177 91 _c +198 164 209 238 209 314 _c +209 389 198 463 177 536 _c +155 609 123 683 80 759 _c +_cl}_d +/period{318 0 107 0 210 124 _sc +107 124 _m +210 124 _l +210 0 _l +107 0 _l +107 124 _l +_cl}_d +/zero{636 0 66 -13 570 742 _sc +318 664 _m +267 664 229 639 203 589 _c +177 539 165 464 165 364 _c +165 264 177 189 203 139 _c +229 89 267 64 318 64 _c +369 64 407 89 433 139 _c +458 189 471 264 471 364 _c +471 464 458 539 433 589 _c +407 639 369 664 318 664 _c +318 742 _m +399 742 461 709 505 645 _c +548 580 570 486 570 364 _c +570 241 548 147 505 83 _c +461 19 399 -13 318 -13 _c +236 -13 173 19 130 83 _c +87 147 66 241 66 364 _c +66 486 87 580 130 645 _c +173 709 236 742 318 742 _c +_cl}_d +/one{636 0 110 0 544 729 _sc +124 83 _m +285 83 _l +285 639 _l +110 604 _l +110 694 _l +284 729 _l +383 729 _l +383 83 _l +544 83 _l +544 0 _l +124 0 _l +124 83 _l +_cl}_d +/two{{636 0 73 0 536 742 _sc +192 83 _m +536 83 _l +536 0 _l +73 0 _l +73 83 _l +110 121 161 173 226 239 _c +290 304 331 346 348 365 _c +380 400 402 430 414 455 _c +426 479 433 504 433 528 _c +433 566 419 598 392 622 _c +365 646 330 659 286 659 _c +255 659 222 653 188 643 _c +154 632 117 616 78 594 _c +78 694 _l +118 710 155 722 189 730 _c +223 738 255 742 284 742 _c +}_e{359 742 419 723 464 685 _c +509 647 532 597 532 534 _c +532 504 526 475 515 449 _c +504 422 484 390 454 354 _c +446 344 420 317 376 272 _c +332 227 271 164 192 83 _c +_cl}_e}_d +/three{{636 0 76 -13 556 742 _sc +406 393 _m +453 383 490 362 516 330 _c +542 298 556 258 556 212 _c +556 140 531 84 482 45 _c +432 6 362 -13 271 -13 _c +240 -13 208 -10 176 -4 _c +144 1 110 10 76 22 _c +76 117 _l +103 101 133 89 166 81 _c +198 73 232 69 268 69 _c +330 69 377 81 409 105 _c +441 129 458 165 458 212 _c +458 254 443 288 413 312 _c +383 336 341 349 287 349 _c +}_e{202 349 _l +202 430 _l +291 430 _l +339 430 376 439 402 459 _c +428 478 441 506 441 543 _c +441 580 427 609 401 629 _c +374 649 336 659 287 659 _c +260 659 231 656 200 650 _c +169 644 135 635 98 623 _c +98 711 _l +135 721 170 729 203 734 _c +235 739 266 742 296 742 _c +370 742 429 725 473 691 _c +517 657 539 611 539 553 _c +539 513 527 479 504 451 _c +481 423 448 403 406 393 _c +_cl}_e}_d +/four{636 0 49 0 580 729 _sc +378 643 _m +129 254 _l +378 254 _l +378 643 _l +352 729 _m +476 729 _l +476 254 _l +580 254 _l +580 172 _l +476 172 _l +476 0 _l +378 0 _l +378 172 _l +49 172 _l +49 267 _l +352 729 _l +_cl}_d +/five{{636 0 77 -13 549 729 _sc +108 729 _m +495 729 _l +495 646 _l +198 646 _l +198 467 _l +212 472 227 476 241 478 _c +255 480 270 482 284 482 _c +365 482 429 459 477 415 _c +525 370 549 310 549 234 _c +549 155 524 94 475 51 _c +426 8 357 -13 269 -13 _c +238 -13 207 -10 175 -6 _c +143 -1 111 6 77 17 _c +77 116 _l +106 100 136 88 168 80 _c +199 72 232 69 267 69 _c +}_e{323 69 368 83 401 113 _c +433 143 450 183 450 234 _c +450 284 433 324 401 354 _c +368 384 323 399 267 399 _c +241 399 214 396 188 390 _c +162 384 135 375 108 363 _c +108 729 _l +_cl}_e}_d +/six{{636 0 70 -13 573 742 _sc +330 404 _m +286 404 251 388 225 358 _c +199 328 186 286 186 234 _c +186 181 199 139 225 109 _c +251 79 286 64 330 64 _c +374 64 409 79 435 109 _c +461 139 474 181 474 234 _c +474 286 461 328 435 358 _c +409 388 374 404 330 404 _c +526 713 _m +526 623 _l +501 635 476 644 451 650 _c +425 656 400 659 376 659 _c +310 659 260 637 226 593 _c +}_e{192 549 172 482 168 394 _c +187 422 211 444 240 459 _c +269 474 301 482 336 482 _c +409 482 467 459 509 415 _c +551 371 573 310 573 234 _c +573 159 550 99 506 54 _c +462 9 403 -13 330 -13 _c +246 -13 181 19 137 83 _c +92 147 70 241 70 364 _c +70 479 97 571 152 639 _c +206 707 280 742 372 742 _c +396 742 421 739 447 735 _c +472 730 498 723 526 713 _c +_cl}_e}_d +/seven{636 0 82 0 551 729 _sc +82 729 _m +551 729 _l +551 687 _l +286 0 _l +183 0 _l +432 646 _l +82 646 _l +82 729 _l +_cl}_d +/eight{{636 0 68 -13 568 742 _sc +318 346 _m +271 346 234 333 207 308 _c +180 283 167 249 167 205 _c +167 161 180 126 207 101 _c +234 76 271 64 318 64 _c +364 64 401 76 428 102 _c +455 127 469 161 469 205 _c +469 249 455 283 429 308 _c +402 333 365 346 318 346 _c +219 388 _m +177 398 144 418 120 447 _c +96 476 85 511 85 553 _c +85 611 105 657 147 691 _c +188 725 245 742 318 742 _c +}_e{390 742 447 725 489 691 _c +530 657 551 611 551 553 _c +551 511 539 476 515 447 _c +491 418 459 398 417 388 _c +464 377 501 355 528 323 _c +554 291 568 251 568 205 _c +568 134 546 80 503 43 _c +459 5 398 -13 318 -13 _c +237 -13 175 5 132 43 _c +89 80 68 134 68 205 _c +68 251 81 291 108 323 _c +134 355 171 377 219 388 _c +183 544 _m +183 506 194 476 218 455 _c +}_e{242 434 275 424 318 424 _c +360 424 393 434 417 455 _c +441 476 453 506 453 544 _c +453 582 441 611 417 632 _c +393 653 360 664 318 664 _c +275 664 242 653 218 632 _c +194 611 183 582 183 544 _c +_cl}_e}_d +/F{575 0 98 0 517 729 _sc +98 729 _m +517 729 _l +517 646 _l +197 646 _l +197 431 _l +486 431 _l +486 348 _l +197 348 _l +197 0 _l +98 0 _l +98 729 _l +_cl}_d +/M{863 0 98 0 765 729 _sc +98 729 _m +245 729 _l +431 233 _l +618 729 _l +765 729 _l +765 0 _l +669 0 _l +669 640 _l +481 140 _l +382 140 _l +194 640 _l +194 0 _l +98 0 _l +98 729 _l +_cl}_d +/P{603 0 98 0 569 729 _sc +197 648 _m +197 374 _l +321 374 _l +367 374 402 385 427 409 _c +452 433 465 467 465 511 _c +465 555 452 588 427 612 _c +402 636 367 648 321 648 _c +197 648 _l +98 729 _m +321 729 _l +402 729 464 710 506 673 _c +548 636 569 582 569 511 _c +569 439 548 384 506 348 _c +464 311 402 293 321 293 _c +197 293 _l +197 0 _l +98 0 _l +98 729 _l +_cl}_d +/c{{550 0 55 -13 488 560 _sc +488 526 _m +488 442 _l +462 456 437 466 411 473 _c +385 480 360 484 334 484 _c +276 484 230 465 198 428 _c +166 391 150 339 150 273 _c +150 206 166 154 198 117 _c +230 80 276 62 334 62 _c +360 62 385 65 411 72 _c +437 79 462 90 488 104 _c +488 21 _l +462 9 436 0 410 -5 _c +383 -10 354 -13 324 -13 _c +242 -13 176 12 128 64 _c +}_e{79 115 55 185 55 273 _c +55 362 79 432 128 483 _c +177 534 244 560 330 560 _c +358 560 385 557 411 551 _c +437 545 463 537 488 526 _c +_cl}_e}_d +/e{{615 0 55 -13 562 560 _sc +562 296 _m +562 252 _l +149 252 _l +153 190 171 142 205 110 _c +238 78 284 62 344 62 _c +378 62 412 66 444 74 _c +476 82 509 95 541 113 _c +541 28 _l +509 14 476 3 442 -3 _c +408 -9 373 -13 339 -13 _c +251 -13 182 12 131 62 _c +80 112 55 181 55 268 _c +55 357 79 428 127 481 _c +175 533 241 560 323 560 _c +397 560 455 536 498 489 _c +}_e{540 441 562 377 562 296 _c +472 322 _m +471 371 457 410 431 440 _c +404 469 368 484 324 484 _c +274 484 234 469 204 441 _c +174 413 156 373 152 322 _c +472 322 _l +_cl}_e}_d +/i{278 0 94 0 184 760 _sc +94 547 _m +184 547 _l +184 0 _l +94 0 _l +94 547 _l +94 760 _m +184 760 _l +184 646 _l +94 646 _l +94 760 _l +_cl}_d +/o{612 0 55 -13 557 560 _sc +306 484 _m +258 484 220 465 192 427 _c +164 389 150 338 150 273 _c +150 207 163 156 191 118 _c +219 80 257 62 306 62 _c +354 62 392 80 420 118 _c +448 156 462 207 462 273 _c +462 337 448 389 420 427 _c +392 465 354 484 306 484 _c +306 560 _m +384 560 445 534 490 484 _c +534 433 557 363 557 273 _c +557 183 534 113 490 63 _c +445 12 384 -13 306 -13 _c +227 -13 165 12 121 63 _c +77 113 55 183 55 273 _c +55 363 77 433 121 484 _c +165 534 227 560 306 560 _c +_cl}_d +/p{{635 0 91 -207 580 560 _sc +181 82 _m +181 -207 _l +91 -207 _l +91 547 _l +181 547 _l +181 464 _l +199 496 223 520 252 536 _c +281 552 316 560 356 560 _c +422 560 476 533 518 481 _c +559 428 580 359 580 273 _c +580 187 559 117 518 65 _c +476 13 422 -13 356 -13 _c +316 -13 281 -5 252 10 _c +223 25 199 49 181 82 _c +487 273 _m +487 339 473 390 446 428 _c +418 466 381 485 334 485 _c +}_e{286 485 249 466 222 428 _c +194 390 181 339 181 273 _c +181 207 194 155 222 117 _c +249 79 286 61 334 61 _c +381 61 418 79 446 117 _c +473 155 487 207 487 273 _c +_cl}_e}_d +/r{411 0 91 0 411 560 _sc +411 463 _m +401 469 390 473 378 476 _c +366 478 353 480 339 480 _c +288 480 249 463 222 430 _c +194 397 181 350 181 288 _c +181 0 _l +91 0 _l +91 547 _l +181 547 _l +181 462 _l +199 495 224 520 254 536 _c +284 552 321 560 365 560 _c +371 560 378 559 386 559 _c +393 558 401 557 411 555 _c +411 463 _l +_cl}_d +/s{{521 0 54 -13 472 560 _sc +443 531 _m +443 446 _l +417 458 391 468 364 475 _c +336 481 308 485 279 485 _c +234 485 200 478 178 464 _c +156 450 145 430 145 403 _c +145 382 153 366 169 354 _c +185 342 217 330 265 320 _c +296 313 _l +360 299 405 279 432 255 _c +458 230 472 195 472 151 _c +472 100 452 60 412 31 _c +372 1 316 -13 246 -13 _c +216 -13 186 -10 154 -5 _c +}_e{122 0 89 8 54 20 _c +54 113 _l +87 95 120 82 152 74 _c +184 65 216 61 248 61 _c +290 61 323 68 346 82 _c +368 96 380 117 380 144 _c +380 168 371 187 355 200 _c +339 213 303 226 247 238 _c +216 245 _l +160 257 119 275 95 299 _c +70 323 58 356 58 399 _c +58 450 76 490 112 518 _c +148 546 200 560 268 560 _c +301 560 332 557 362 552 _c +391 547 418 540 443 531 _c +}_e{_cl}_e}_d +/t{392 0 27 0 368 702 _sc +183 702 _m +183 547 _l +368 547 _l +368 477 _l +183 477 _l +183 180 _l +183 135 189 106 201 94 _c +213 81 238 75 276 75 _c +368 75 _l +368 0 _l +276 0 _l +206 0 158 13 132 39 _c +106 65 93 112 93 180 _c +93 477 _l +27 477 _l +27 547 _l +93 547 _l +93 702 _l +183 702 _l +_cl}_d +end readonly def + +/BuildGlyph + {exch begin + CharStrings exch + 2 copy known not{pop /.notdef}if + true 3 1 roll get exec + end}_d + +/BuildChar { + 1 index /Encoding get exch get + 1 index /BuildGlyph get exec +}_d + +FontName currentdict end definefont pop +end +%%EndProlog +mpldict begin +18 180 translate +576 432 0 0 clipbox +gsave +0 0 m +576 0 l +576 432 l +0 432 l +cl +1.000 setgray +fill +grestore +gsave +72 43.2 m +518.4 43.2 l +518.4 388.8 l +72 388.8 l +cl +1.000 setgray +fill +grestore +3.000 setlinewidth +1 setlinejoin +2 setlinecap +[] 0 setdash +0.145 0.204 0.580 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 43.2 m +76.185 43.2 l +80.37 43.2 l +84.555 43.2 l +88.74 43.2 l +92.925 43.2 l +97.11 43.2 l +101.295 43.2 l +105.48 43.2 l +109.665 43.2 l +113.85 43.2 l +118.035 43.2 l +122.22 43.2001 l +126.405 43.2005 l +130.59 43.2023 l +134.775 43.2091 l +138.96 43.2325 l +143.145 43.3048 l +147.33 43.507 l +151.515 44.0175 l +155.7 45.1812 l +159.885 47.578 l +164.07 52.0382 l +168.255 59.5395 l +172.44 70.9457 l +176.625 86.6342 l +180.81 106.166 l +184.995 128.198 l +189.18 150.744 l +193.365 171.723 l +197.55 189.559 l +201.735 203.565 l +205.92 213.986 l +210.105 221.696 l +214.29 227.683 l +218.475 232.547 l +222.66 236.193 l +226.845 237.879 l +231.03 236.602 l +235.215 231.637 l +239.4 222.967 l +243.585 211.399 l +247.77 198.318 l +251.955 185.237 l +256.14 173.333 l +260.325 163.179 l +264.51 154.744 l +268.695 147.582 l +272.88 141.11 l +277.065 134.81 l +281.25 128.316 l +285.435 121.406 l +289.62 113.961 l +293.805 105.985 l +297.99 97.6561 l +302.175 89.373 l +306.36 81.6956 l +310.545 75.1758 l +314.73 70.148 l +318.915 66.605 l +323.1 64.2323 l +327.285 62.5806 l +331.47 61.2694 l +335.655 60.1081 l +339.84 59.0816 l +344.025 58.2358 l +348.21 57.5529 l +352.395 56.905 l +356.58 56.105 l +360.765 55.0104 l +364.95 53.6024 l +369.135 51.993 l +373.32 50.3691 l +377.505 48.9145 l +381.69 47.7492 l +385.875 46.9032 l +390.06 46.3228 l +394.245 45.9025 l +398.43 45.5319 l +402.615 45.1393 l +406.8 44.7119 l +410.985 44.2846 l +415.17 43.9078 l +419.355 43.6174 l +423.54 43.4217 l +427.725 43.3058 l +431.91 43.2453 l +436.095 43.2174 l +440.28 43.206 l +444.465 43.2018 l +448.65 43.2005 l +452.835 43.2001 l +457.02 43.2 l +461.205 43.2 l +465.39 43.2 l +469.575 43.2 l +473.76 43.2 l +477.945 43.2 l +482.13 43.2 l +486.315 43.2 l +490.5 43.2 l +stroke +grestore +0.114 0.569 0.753 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 43.2 m +76.185 43.2 l +80.37 43.2 l +84.555 43.2 l +88.74 43.2 l +92.925 43.2 l +97.11 43.2 l +101.295 43.2 l +105.48 43.2 l +109.665 43.2 l +113.85 43.2 l +118.035 43.2 l +122.22 43.2001 l +126.405 43.2004 l +130.59 43.202 l +134.775 43.209 l +138.96 43.2367 l +143.145 43.3336 l +147.33 43.6362 l +151.515 44.4794 l +155.7 46.5758 l +159.885 51.2253 l +164.07 60.4243 l +168.255 76.6553 l +172.44 102.182 l +176.625 137.935 l +180.81 182.45 l +184.995 231.544 l +189.18 279.161 l +193.365 319.13 l +197.55 347.043 l +201.735 361.332 l +205.92 363.142 l +210.105 355.246 l +214.29 340.621 l +218.475 321.396 l +222.66 298.566 l +226.845 272.456 l +231.03 243.507 l +235.215 212.824 l +239.4 182.186 l +243.585 153.576 l +247.77 128.58 l +251.955 108.002 l +256.14 91.8321 l +260.325 79.4947 l +264.51 70.1919 l +268.695 63.1673 l +272.88 57.8311 l +277.065 53.7682 l +281.25 50.6909 l +285.435 48.3889 l +289.62 46.6978 l +293.805 45.4849 l +297.99 44.6419 l +302.175 44.079 l +306.36 43.7207 l +310.545 43.5037 l +314.73 43.3776 l +318.915 43.3058 l +323.1 43.2644 l +327.285 43.2397 l +331.47 43.2245 l +335.655 43.215 l +339.84 43.2091 l +344.025 43.2055 l +348.21 43.2033 l +352.395 43.202 l +356.58 43.2011 l +360.765 43.2006 l +364.95 43.2003 l +369.135 43.2002 l +373.32 43.2001 l +377.505 43.2 l +381.69 43.2 l +385.875 43.2 l +390.06 43.2 l +394.245 43.2 l +398.43 43.2 l +402.615 43.2 l +406.8 43.2 l +410.985 43.2 l +415.17 43.2 l +419.355 43.2 l +423.54 43.2 l +427.725 43.2 l +431.91 43.2 l +436.095 43.2 l +440.28 43.2 l +444.465 43.2 l +448.65 43.2 l +452.835 43.2 l +457.02 43.2 l +461.205 43.2 l +465.39 43.2 l +469.575 43.2 l +473.76 43.2 l +477.945 43.2 l +482.13 43.2 l +486.315 43.2 l +490.5 43.2 l +stroke +grestore +0.500 setlinewidth +0 setlinecap +0.000 setgray +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +/BitstreamVeraSans-Roman findfont +14.000 scalefont +setfont +gsave +68.468750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 388.8 o +grestore +gsave +106.768750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 388.8 o +grestore +gsave +162.310937 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 388.8 o +grestore +gsave +218.126563 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /three glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 388.8 o +grestore +gsave +273.739062 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /four glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 388.8 o +grestore +gsave +329.734375 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 388.8 o +grestore +gsave +385.487500 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /six glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 388.8 o +grestore +gsave +441.373437 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /seven glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +497.071875 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /eight glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +266.231250 10.059375 translate +0.000000 rotate +0.000000 2.906250 m /p glyphshow +8.886719 2.906250 m /r glyphshow +14.642578 2.906250 m /i glyphshow +18.532227 2.906250 m /c glyphshow +26.229492 2.906250 m /e glyphshow +34.842773 2.906250 m /space glyphshow +39.292969 2.906250 m /parenleft glyphshow +44.754883 2.906250 m /dollar glyphshow +53.662109 2.906250 m /parenright glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +38.671875 37.903125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 86.4 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 86.4 o +grestore +gsave +39.046875 81.103125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /one glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 129.6 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 129.6 o +grestore +gsave +39.156250 124.303125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /two glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 172.8 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 172.8 o +grestore +gsave +38.875000 167.503125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /three glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 216 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 216 o +grestore +gsave +38.531250 210.703125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /four glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 259.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 259.2 o +grestore +gsave +38.968750 253.903125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /five glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 302.4 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 302.4 o +grestore +gsave +38.625000 297.103125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /six glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 345.6 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 345.6 o +grestore +gsave +38.937500 340.303125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /seven glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +38.703125 383.503125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /eight glyphshow +grestore +gsave +33.531250 202.812500 translate +90.000000 rotate +0.000000 0.000000 m /P glyphshow +8.442383 0.000000 m /M glyphshow +20.521484 0.000000 m /F glyphshow +grestore +1.000 setlinewidth +2 setlinecap +gsave +72 388.8 m +518.4 388.8 l +stroke +grestore +gsave +518.4 43.2 m +518.4 388.8 l +stroke +grestore +gsave +72 43.2 m +518.4 43.2 l +stroke +grestore +gsave +72 43.2 m +72 388.8 l +stroke +grestore +gsave +375.848 325.654 m +510 325.654 l +510 380.4 l +375.848 380.4 l +375.848 325.654 l +cl +gsave +1.000 setgray +fill +grestore +stroke +grestore +3.000 setlinewidth +0.145 0.204 0.580 setrgbcolor +gsave +387.608 366.638 m +411.128 366.638 l +stroke +grestore +0.000 setgray +/BitstreamVeraSans-Roman findfont +16.800 scalefont +setfont +gsave +429.608125 357.226875 translate +0.000000 rotate +0.000000 3.531250 m /p glyphshow +10.662079 3.531250 m /r glyphshow +17.567825 3.531250 m /i glyphshow +22.234528 3.531250 m /o glyphshow +32.511124 3.531250 m /r glyphshow +grestore +0.114 0.569 0.753 setrgbcolor +gsave +387.608 341.785 m +411.128 341.785 l +stroke +grestore +0.000 setgray +gsave +429.608125 332.373750 translate +0.000000 rotate +0.000000 3.531250 m /p glyphshow +10.662079 3.531250 m /o glyphshow +20.938675 3.531250 m /s glyphshow +29.689774 3.531250 m /t glyphshow +36.275650 3.531250 m /e glyphshow +46.609665 3.531250 m /r glyphshow +53.515411 3.531250 m /i glyphshow +58.182114 3.531250 m /o glyphshow +68.458710 3.531250 m /r glyphshow +grestore + +end +showpage diff --git a/price3.pdf b/price3.pdf new file mode 100644 index 0000000..1a83eac Binary files /dev/null and b/price3.pdf differ diff --git a/price3.png b/price3.png new file mode 100644 index 0000000..4aa5626 Binary files /dev/null and b/price3.png differ diff --git a/price4.eps b/price4.eps new file mode 100644 index 0000000..d3649a6 --- /dev/null +++ b/price4.eps @@ -0,0 +1,1661 @@ +%!PS-Adobe-3.0 EPSF-3.0 +%%Title: price4.eps +%%Creator: matplotlib version 1.3.x, http://matplotlib.org/ +%%CreationDate: Wed Oct 2 10:36:36 2013 +%%Orientation: portrait +%%BoundingBox: 18 180 594 612 +%%EndComments +%%BeginProlog +/mpldict 8 dict def +mpldict begin +/m { moveto } bind def +/l { lineto } bind def +/r { rlineto } bind def +/c { curveto } bind def +/cl { closepath } bind def +/box { +m +1 index 0 r +0 exch r +neg 0 r +cl +} bind def +/clipbox { +box +clip +newpath +} bind def +%!PS-Adobe-3.0 Resource-Font +%%Title: Bitstream Vera Sans +%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. +%%Creator: Converted from TrueType to type 3 by PPR +25 dict begin +/_d{bind def}bind def +/_m{moveto}_d +/_l{lineto}_d +/_cl{closepath eofill}_d +/_c{curveto}_d +/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d +/_e{exec}_d +/FontName /BitstreamVeraSans-Roman def +/PaintType 0 def +/FontMatrix[.001 0 0 .001 0 0]def +/FontBBox[-183 -236 1287 928]def +/FontType 3 def +/Encoding [ /space /dollar /parenleft /parenright /period /zero /one /two /three /four /five /six /seven /eight /F /M /P /c /e /i /o /p /r /s /t ] def +/FontInfo 10 dict dup begin +/FamilyName (Bitstream Vera Sans) def +/FullName (Bitstream Vera Sans) def +/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc.) def +/Weight (Roman) def +/Version (Release 1.10) def +/ItalicAngle 0.0 def +/isFixedPitch false def +/UnderlinePosition -213 def +/UnderlineThickness 143 def +end readonly def +/CharStrings 25 dict dup begin +/space{318 0 0 0 0 0 _sc +}_d +/dollar{{636 0 83 -146 553 760 _sc +338 -146 _m +289 -146 _l +289 0 _l +254 0 220 4 186 12 _c +152 19 117 30 83 45 _c +83 133 _l +116 112 150 96 184 86 _c +218 75 253 69 289 69 _c +289 292 _l +217 304 164 324 132 352 _c +99 380 83 418 83 467 _c +83 519 100 561 136 592 _c +171 622 222 640 289 645 _c +289 760 _l +338 760 _l +338 646 _l +368 645 397 642 425 637 _c +}_e{453 631 481 624 509 616 _c +509 531 _l +481 544 453 554 425 562 _c +397 570 368 574 338 576 _c +338 367 _l +412 355 466 335 501 306 _c +535 276 553 236 553 186 _c +553 131 534 88 497 56 _c +460 24 407 5 338 1 _c +338 -146 _l +289 376 _m +289 576 _l +251 572 222 561 202 544 _c +182 526 173 503 173 475 _c +173 447 182 425 200 409 _c +218 393 248 382 289 376 _c +338 282 _m +}_e{338 71 _l +379 76 410 88 431 106 _c +452 124 463 147 463 177 _c +463 205 453 228 433 245 _c +413 262 381 274 338 282 _c +_cl}_e}_d +/parenleft{390 0 86 -131 310 759 _sc +310 759 _m +266 683 234 609 213 536 _c +191 463 181 389 181 314 _c +181 238 191 164 213 91 _c +234 17 266 -56 310 -131 _c +232 -131 _l +183 -54 146 20 122 94 _c +98 168 86 241 86 314 _c +86 386 98 459 122 533 _c +146 607 182 682 232 759 _c +310 759 _l +_cl}_d +/parenright{390 0 80 -131 304 759 _sc +80 759 _m +158 759 _l +206 682 243 607 267 533 _c +291 459 304 386 304 314 _c +304 241 291 168 267 94 _c +243 20 206 -54 158 -131 _c +80 -131 _l +123 -56 155 17 177 91 _c +198 164 209 238 209 314 _c +209 389 198 463 177 536 _c +155 609 123 683 80 759 _c +_cl}_d +/period{318 0 107 0 210 124 _sc +107 124 _m +210 124 _l +210 0 _l +107 0 _l +107 124 _l +_cl}_d +/zero{636 0 66 -13 570 742 _sc +318 664 _m +267 664 229 639 203 589 _c +177 539 165 464 165 364 _c +165 264 177 189 203 139 _c +229 89 267 64 318 64 _c +369 64 407 89 433 139 _c +458 189 471 264 471 364 _c +471 464 458 539 433 589 _c +407 639 369 664 318 664 _c +318 742 _m +399 742 461 709 505 645 _c +548 580 570 486 570 364 _c +570 241 548 147 505 83 _c +461 19 399 -13 318 -13 _c +236 -13 173 19 130 83 _c +87 147 66 241 66 364 _c +66 486 87 580 130 645 _c +173 709 236 742 318 742 _c +_cl}_d +/one{636 0 110 0 544 729 _sc +124 83 _m +285 83 _l +285 639 _l +110 604 _l +110 694 _l +284 729 _l +383 729 _l +383 83 _l +544 83 _l +544 0 _l +124 0 _l +124 83 _l +_cl}_d +/two{{636 0 73 0 536 742 _sc +192 83 _m +536 83 _l +536 0 _l +73 0 _l +73 83 _l +110 121 161 173 226 239 _c +290 304 331 346 348 365 _c +380 400 402 430 414 455 _c +426 479 433 504 433 528 _c +433 566 419 598 392 622 _c +365 646 330 659 286 659 _c +255 659 222 653 188 643 _c +154 632 117 616 78 594 _c +78 694 _l +118 710 155 722 189 730 _c +223 738 255 742 284 742 _c +}_e{359 742 419 723 464 685 _c +509 647 532 597 532 534 _c +532 504 526 475 515 449 _c +504 422 484 390 454 354 _c +446 344 420 317 376 272 _c +332 227 271 164 192 83 _c +_cl}_e}_d +/three{{636 0 76 -13 556 742 _sc +406 393 _m +453 383 490 362 516 330 _c +542 298 556 258 556 212 _c +556 140 531 84 482 45 _c +432 6 362 -13 271 -13 _c +240 -13 208 -10 176 -4 _c +144 1 110 10 76 22 _c +76 117 _l +103 101 133 89 166 81 _c +198 73 232 69 268 69 _c +330 69 377 81 409 105 _c +441 129 458 165 458 212 _c +458 254 443 288 413 312 _c +383 336 341 349 287 349 _c +}_e{202 349 _l +202 430 _l +291 430 _l +339 430 376 439 402 459 _c +428 478 441 506 441 543 _c +441 580 427 609 401 629 _c +374 649 336 659 287 659 _c +260 659 231 656 200 650 _c +169 644 135 635 98 623 _c +98 711 _l +135 721 170 729 203 734 _c +235 739 266 742 296 742 _c +370 742 429 725 473 691 _c +517 657 539 611 539 553 _c +539 513 527 479 504 451 _c +481 423 448 403 406 393 _c +_cl}_e}_d +/four{636 0 49 0 580 729 _sc +378 643 _m +129 254 _l +378 254 _l +378 643 _l +352 729 _m +476 729 _l +476 254 _l +580 254 _l +580 172 _l +476 172 _l +476 0 _l +378 0 _l +378 172 _l +49 172 _l +49 267 _l +352 729 _l +_cl}_d +/five{{636 0 77 -13 549 729 _sc +108 729 _m +495 729 _l +495 646 _l +198 646 _l +198 467 _l +212 472 227 476 241 478 _c +255 480 270 482 284 482 _c +365 482 429 459 477 415 _c +525 370 549 310 549 234 _c +549 155 524 94 475 51 _c +426 8 357 -13 269 -13 _c +238 -13 207 -10 175 -6 _c +143 -1 111 6 77 17 _c +77 116 _l +106 100 136 88 168 80 _c +199 72 232 69 267 69 _c +}_e{323 69 368 83 401 113 _c +433 143 450 183 450 234 _c +450 284 433 324 401 354 _c +368 384 323 399 267 399 _c +241 399 214 396 188 390 _c +162 384 135 375 108 363 _c +108 729 _l +_cl}_e}_d +/six{{636 0 70 -13 573 742 _sc +330 404 _m +286 404 251 388 225 358 _c +199 328 186 286 186 234 _c +186 181 199 139 225 109 _c +251 79 286 64 330 64 _c +374 64 409 79 435 109 _c +461 139 474 181 474 234 _c +474 286 461 328 435 358 _c +409 388 374 404 330 404 _c +526 713 _m +526 623 _l +501 635 476 644 451 650 _c +425 656 400 659 376 659 _c +310 659 260 637 226 593 _c +}_e{192 549 172 482 168 394 _c +187 422 211 444 240 459 _c +269 474 301 482 336 482 _c +409 482 467 459 509 415 _c +551 371 573 310 573 234 _c +573 159 550 99 506 54 _c +462 9 403 -13 330 -13 _c +246 -13 181 19 137 83 _c +92 147 70 241 70 364 _c +70 479 97 571 152 639 _c +206 707 280 742 372 742 _c +396 742 421 739 447 735 _c +472 730 498 723 526 713 _c +_cl}_e}_d +/seven{636 0 82 0 551 729 _sc +82 729 _m +551 729 _l +551 687 _l +286 0 _l +183 0 _l +432 646 _l +82 646 _l +82 729 _l +_cl}_d +/eight{{636 0 68 -13 568 742 _sc +318 346 _m +271 346 234 333 207 308 _c +180 283 167 249 167 205 _c +167 161 180 126 207 101 _c +234 76 271 64 318 64 _c +364 64 401 76 428 102 _c +455 127 469 161 469 205 _c +469 249 455 283 429 308 _c +402 333 365 346 318 346 _c +219 388 _m +177 398 144 418 120 447 _c +96 476 85 511 85 553 _c +85 611 105 657 147 691 _c +188 725 245 742 318 742 _c +}_e{390 742 447 725 489 691 _c +530 657 551 611 551 553 _c +551 511 539 476 515 447 _c +491 418 459 398 417 388 _c +464 377 501 355 528 323 _c +554 291 568 251 568 205 _c +568 134 546 80 503 43 _c +459 5 398 -13 318 -13 _c +237 -13 175 5 132 43 _c +89 80 68 134 68 205 _c +68 251 81 291 108 323 _c +134 355 171 377 219 388 _c +183 544 _m +183 506 194 476 218 455 _c +}_e{242 434 275 424 318 424 _c +360 424 393 434 417 455 _c +441 476 453 506 453 544 _c +453 582 441 611 417 632 _c +393 653 360 664 318 664 _c +275 664 242 653 218 632 _c +194 611 183 582 183 544 _c +_cl}_e}_d +/F{575 0 98 0 517 729 _sc +98 729 _m +517 729 _l +517 646 _l +197 646 _l +197 431 _l +486 431 _l +486 348 _l +197 348 _l +197 0 _l +98 0 _l +98 729 _l +_cl}_d +/M{863 0 98 0 765 729 _sc +98 729 _m +245 729 _l +431 233 _l +618 729 _l +765 729 _l +765 0 _l +669 0 _l +669 640 _l +481 140 _l +382 140 _l +194 640 _l +194 0 _l +98 0 _l +98 729 _l +_cl}_d +/P{603 0 98 0 569 729 _sc +197 648 _m +197 374 _l +321 374 _l +367 374 402 385 427 409 _c +452 433 465 467 465 511 _c +465 555 452 588 427 612 _c +402 636 367 648 321 648 _c +197 648 _l +98 729 _m +321 729 _l +402 729 464 710 506 673 _c +548 636 569 582 569 511 _c +569 439 548 384 506 348 _c +464 311 402 293 321 293 _c +197 293 _l +197 0 _l +98 0 _l +98 729 _l +_cl}_d +/c{{550 0 55 -13 488 560 _sc +488 526 _m +488 442 _l +462 456 437 466 411 473 _c +385 480 360 484 334 484 _c +276 484 230 465 198 428 _c +166 391 150 339 150 273 _c +150 206 166 154 198 117 _c +230 80 276 62 334 62 _c +360 62 385 65 411 72 _c +437 79 462 90 488 104 _c +488 21 _l +462 9 436 0 410 -5 _c +383 -10 354 -13 324 -13 _c +242 -13 176 12 128 64 _c +}_e{79 115 55 185 55 273 _c +55 362 79 432 128 483 _c +177 534 244 560 330 560 _c +358 560 385 557 411 551 _c +437 545 463 537 488 526 _c +_cl}_e}_d +/e{{615 0 55 -13 562 560 _sc +562 296 _m +562 252 _l +149 252 _l +153 190 171 142 205 110 _c +238 78 284 62 344 62 _c +378 62 412 66 444 74 _c +476 82 509 95 541 113 _c +541 28 _l +509 14 476 3 442 -3 _c +408 -9 373 -13 339 -13 _c +251 -13 182 12 131 62 _c +80 112 55 181 55 268 _c +55 357 79 428 127 481 _c +175 533 241 560 323 560 _c +397 560 455 536 498 489 _c +}_e{540 441 562 377 562 296 _c +472 322 _m +471 371 457 410 431 440 _c +404 469 368 484 324 484 _c +274 484 234 469 204 441 _c +174 413 156 373 152 322 _c +472 322 _l +_cl}_e}_d +/i{278 0 94 0 184 760 _sc +94 547 _m +184 547 _l +184 0 _l +94 0 _l +94 547 _l +94 760 _m +184 760 _l +184 646 _l +94 646 _l +94 760 _l +_cl}_d +/o{612 0 55 -13 557 560 _sc +306 484 _m +258 484 220 465 192 427 _c +164 389 150 338 150 273 _c +150 207 163 156 191 118 _c +219 80 257 62 306 62 _c +354 62 392 80 420 118 _c +448 156 462 207 462 273 _c +462 337 448 389 420 427 _c +392 465 354 484 306 484 _c +306 560 _m +384 560 445 534 490 484 _c +534 433 557 363 557 273 _c +557 183 534 113 490 63 _c +445 12 384 -13 306 -13 _c +227 -13 165 12 121 63 _c +77 113 55 183 55 273 _c +55 363 77 433 121 484 _c +165 534 227 560 306 560 _c +_cl}_d +/p{{635 0 91 -207 580 560 _sc +181 82 _m +181 -207 _l +91 -207 _l +91 547 _l +181 547 _l +181 464 _l +199 496 223 520 252 536 _c +281 552 316 560 356 560 _c +422 560 476 533 518 481 _c +559 428 580 359 580 273 _c +580 187 559 117 518 65 _c +476 13 422 -13 356 -13 _c +316 -13 281 -5 252 10 _c +223 25 199 49 181 82 _c +487 273 _m +487 339 473 390 446 428 _c +418 466 381 485 334 485 _c +}_e{286 485 249 466 222 428 _c +194 390 181 339 181 273 _c +181 207 194 155 222 117 _c +249 79 286 61 334 61 _c +381 61 418 79 446 117 _c +473 155 487 207 487 273 _c +_cl}_e}_d +/r{411 0 91 0 411 560 _sc +411 463 _m +401 469 390 473 378 476 _c +366 478 353 480 339 480 _c +288 480 249 463 222 430 _c +194 397 181 350 181 288 _c +181 0 _l +91 0 _l +91 547 _l +181 547 _l +181 462 _l +199 495 224 520 254 536 _c +284 552 321 560 365 560 _c +371 560 378 559 386 559 _c +393 558 401 557 411 555 _c +411 463 _l +_cl}_d +/s{{521 0 54 -13 472 560 _sc +443 531 _m +443 446 _l +417 458 391 468 364 475 _c +336 481 308 485 279 485 _c +234 485 200 478 178 464 _c +156 450 145 430 145 403 _c +145 382 153 366 169 354 _c +185 342 217 330 265 320 _c +296 313 _l +360 299 405 279 432 255 _c +458 230 472 195 472 151 _c +472 100 452 60 412 31 _c +372 1 316 -13 246 -13 _c +216 -13 186 -10 154 -5 _c +}_e{122 0 89 8 54 20 _c +54 113 _l +87 95 120 82 152 74 _c +184 65 216 61 248 61 _c +290 61 323 68 346 82 _c +368 96 380 117 380 144 _c +380 168 371 187 355 200 _c +339 213 303 226 247 238 _c +216 245 _l +160 257 119 275 95 299 _c +70 323 58 356 58 399 _c +58 450 76 490 112 518 _c +148 546 200 560 268 560 _c +301 560 332 557 362 552 _c +391 547 418 540 443 531 _c +}_e{_cl}_e}_d +/t{392 0 27 0 368 702 _sc +183 702 _m +183 547 _l +368 547 _l +368 477 _l +183 477 _l +183 180 _l +183 135 189 106 201 94 _c +213 81 238 75 276 75 _c +368 75 _l +368 0 _l +276 0 _l +206 0 158 13 132 39 _c +106 65 93 112 93 180 _c +93 477 _l +27 477 _l +27 547 _l +93 547 _l +93 702 _l +183 702 _l +_cl}_d +end readonly def + +/BuildGlyph + {exch begin + CharStrings exch + 2 copy known not{pop /.notdef}if + true 3 1 roll get exec + end}_d + +/BuildChar { + 1 index /Encoding get exch get + 1 index /BuildGlyph get exec +}_d + +FontName currentdict end definefont pop +end +%%EndProlog +mpldict begin +18 180 translate +576 432 0 0 clipbox +gsave +0 0 m +576 0 l +576 432 l +0 432 l +cl +1.000 setgray +fill +grestore +gsave +72 43.2 m +518.4 43.2 l +518.4 388.8 l +72 388.8 l +cl +1.000 setgray +fill +grestore +3.000 setlinewidth +1 setlinejoin +2 setlinecap +[] 0 setdash +0.145 0.204 0.580 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 43.2 m +76.185 43.2 l +80.37 43.2 l +84.555 43.2 l +88.74 43.2 l +92.925 43.2 l +97.11 43.2 l +101.295 43.2 l +105.48 43.2001 l +109.665 43.2002 l +113.85 43.2009 l +118.035 43.2031 l +122.22 43.2098 l +126.405 43.2289 l +130.59 43.2798 l +134.775 43.4051 l +138.96 43.6917 l +143.145 44.2998 l +147.33 45.4968 l +151.515 47.6842 l +155.7 51.3966 l +159.885 57.2529 l +164.07 65.8506 l +168.255 77.6208 l +172.44 92.6839 l +176.625 110.765 l +180.81 131.202 l +184.995 153.047 l +189.18 175.212 l +193.365 196.617 l +197.55 216.304 l +201.735 233.511 l +205.92 247.735 l +210.105 258.769 l +214.29 266.69 l +218.475 271.783 l +222.66 274.399 l +226.845 274.822 l +231.03 273.21 l +235.215 269.637 l +239.4 264.207 l +243.585 257.139 l +247.77 248.759 l +251.955 239.415 l +256.14 229.366 l +260.325 218.748 l +264.51 207.61 l +268.695 196.01 l +272.88 184.073 l +277.065 172.012 l +281.25 160.097 l +285.435 148.62 l +289.62 137.865 l +293.805 128.077 l +297.99 119.418 l +302.175 111.927 l +306.36 105.498 l +310.545 99.9069 l +314.73 94.8681 l +318.915 90.1192 l +323.1 85.4795 l +327.285 80.8753 l +331.47 76.3288 l +335.655 71.925 l +339.84 67.7744 l +344.025 63.9824 l +348.21 60.6297 l +352.395 57.76 l +356.58 55.3729 l +360.765 53.424 l +364.95 51.8362 l +369.135 50.5242 l +373.32 49.4217 l +377.505 48.4982 l +381.69 47.7549 l +385.875 47.203 l +390.06 46.8397 l +394.245 46.6371 l +398.43 46.5481 l +402.615 46.5227 l +406.8 46.5217 l +410.985 46.5215 l +415.17 46.5131 l +419.355 46.5003 l +423.54 46.4997 l +427.725 46.5384 l +431.91 46.6462 l +436.095 46.8423 l +440.28 47.123 l +444.465 47.4564 l +448.65 47.7886 l +452.835 48.0555 l +457.02 48.1964 l +461.205 48.1652 l +465.39 47.9383 l +469.575 47.5204 l +473.76 46.9457 l +477.945 46.2736 l +482.13 45.5769 l +486.315 44.9255 l +490.5 44.3721 l +stroke +grestore +0.114 0.569 0.753 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 43.2 m +76.185 43.2 l +80.37 43.2 l +84.555 43.2 l +88.74 43.2 l +92.925 43.2 l +97.11 43.2 l +101.295 43.2 l +105.48 43.2 l +109.665 43.2 l +113.85 43.2 l +118.035 43.2 l +122.22 43.2 l +126.405 43.2 l +130.59 43.2 l +134.775 43.2001 l +138.96 43.2003 l +143.145 43.2011 l +147.33 43.2035 l +151.515 43.2103 l +155.7 43.2281 l +159.885 43.2712 l +164.07 43.3677 l +168.255 43.5679 l +172.44 43.9542 l +176.625 44.6513 l +180.81 45.8326 l +184.995 47.7223 l +189.18 50.5907 l +193.365 54.7422 l +197.55 60.494 l +201.735 68.1492 l +205.92 77.9694 l +210.105 90.1553 l +214.29 104.839 l +218.475 122.081 l +222.66 141.846 l +226.845 163.946 l +231.03 187.966 l +235.215 213.23 l +239.4 238.849 l +243.585 263.84 l +247.77 287.255 l +251.955 308.215 l +256.14 325.856 l +260.325 339.276 l +264.51 347.583 l +268.695 350.073 l +272.88 346.438 l +277.065 336.891 l +281.25 322.164 l +285.435 303.402 l +289.62 282.01 l +293.805 259.451 l +297.99 237.004 l +302.175 215.547 l +306.36 195.45 l +310.545 176.66 l +314.73 158.919 l +318.915 142.017 l +323.1 125.945 l +327.285 110.906 l +331.47 97.2221 l +335.655 85.2003 l +339.84 75.037 l +344.025 66.7741 l +348.21 60.3061 l +352.395 55.4174 l +356.58 51.8297 l +360.765 49.2511 l +364.95 47.4169 l +369.135 46.1155 l +373.32 45.1951 l +377.505 44.5525 l +381.69 44.1147 l +385.875 43.8249 l +390.06 43.6364 l +394.245 43.5128 l +398.43 43.4286 l +402.615 43.3681 l +406.8 43.3231 l +410.985 43.2891 l +415.17 43.2636 l +419.355 43.2447 l +423.54 43.2312 l +427.725 43.2218 l +431.91 43.2154 l +436.095 43.2109 l +440.28 43.2078 l +444.465 43.2056 l +448.65 43.2039 l +452.835 43.2027 l +457.02 43.2017 l +461.205 43.2011 l +465.39 43.2006 l +469.575 43.2004 l +473.76 43.2002 l +477.945 43.2001 l +482.13 43.2 l +486.315 43.2 l +490.5 43.2 l +stroke +grestore +0.500 setlinewidth +0 setlinecap +0.000 setgray +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +/BitstreamVeraSans-Roman findfont +14.000 scalefont +setfont +gsave +68.468750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 388.8 o +grestore +gsave +106.768750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 388.8 o +grestore +gsave +162.310937 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 388.8 o +grestore +gsave +218.126563 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /three glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 388.8 o +grestore +gsave +273.739062 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /four glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 388.8 o +grestore +gsave +329.734375 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 388.8 o +grestore +gsave +385.487500 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /six glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 388.8 o +grestore +gsave +441.373437 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /seven glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +497.071875 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /eight glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +266.231250 10.059375 translate +0.000000 rotate +0.000000 2.906250 m /p glyphshow +8.886719 2.906250 m /r glyphshow +14.642578 2.906250 m /i glyphshow +18.532227 2.906250 m /c glyphshow +26.229492 2.906250 m /e glyphshow +34.842773 2.906250 m /space glyphshow +39.292969 2.906250 m /parenleft glyphshow +44.754883 2.906250 m /dollar glyphshow +53.662109 2.906250 m /parenright glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +38.671875 37.903125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 100.8 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 100.8 o +grestore +gsave +39.046875 95.503125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /one glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 158.4 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 158.4 o +grestore +gsave +39.156250 153.103125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /two glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 216 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 216 o +grestore +gsave +38.875000 210.703125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /three glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 273.6 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 273.6 o +grestore +gsave +38.531250 268.303125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /four glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 331.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 331.2 o +grestore +gsave +38.968750 325.903125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /five glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +38.625000 383.503125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +8.907227 0.203125 m /period glyphshow +13.357422 0.203125 m /zero glyphshow +22.264648 0.203125 m /six glyphshow +grestore +gsave +33.531250 202.812500 translate +90.000000 rotate +0.000000 0.000000 m /P glyphshow +8.442383 0.000000 m /M glyphshow +20.521484 0.000000 m /F glyphshow +grestore +1.000 setlinewidth +2 setlinecap +gsave +72 388.8 m +518.4 388.8 l +stroke +grestore +gsave +518.4 43.2 m +518.4 388.8 l +stroke +grestore +gsave +72 43.2 m +518.4 43.2 l +stroke +grestore +gsave +72 43.2 m +72 388.8 l +stroke +grestore +gsave +375.848 325.654 m +510 325.654 l +510 380.4 l +375.848 380.4 l +375.848 325.654 l +cl +gsave +1.000 setgray +fill +grestore +stroke +grestore +3.000 setlinewidth +0.145 0.204 0.580 setrgbcolor +gsave +387.608 366.638 m +411.128 366.638 l +stroke +grestore +0.000 setgray +/BitstreamVeraSans-Roman findfont +16.800 scalefont +setfont +gsave +429.608125 357.226875 translate +0.000000 rotate +0.000000 3.531250 m /p glyphshow +10.662079 3.531250 m /r glyphshow +17.567825 3.531250 m /i glyphshow +22.234528 3.531250 m /o glyphshow +32.511124 3.531250 m /r glyphshow +grestore +0.114 0.569 0.753 setrgbcolor +gsave +387.608 341.785 m +411.128 341.785 l +stroke +grestore +0.000 setgray +gsave +429.608125 332.373750 translate +0.000000 rotate +0.000000 3.531250 m /p glyphshow +10.662079 3.531250 m /o glyphshow +20.938675 3.531250 m /s glyphshow +29.689774 3.531250 m /t glyphshow +36.275650 3.531250 m /e glyphshow +46.609665 3.531250 m /r glyphshow +53.515411 3.531250 m /i glyphshow +58.182114 3.531250 m /o glyphshow +68.458710 3.531250 m /r glyphshow +grestore + +end +showpage diff --git a/price4.pdf b/price4.pdf new file mode 100644 index 0000000..32e0184 Binary files /dev/null and b/price4.pdf differ diff --git a/price4.png b/price4.png new file mode 100644 index 0000000..a086e2e Binary files /dev/null and b/price4.png differ diff --git a/price5.eps b/price5.eps new file mode 100644 index 0000000..9f03ea3 --- /dev/null +++ b/price5.eps @@ -0,0 +1,1669 @@ +%!PS-Adobe-3.0 EPSF-3.0 +%%Title: price5.eps +%%Creator: matplotlib version 1.3.x, http://matplotlib.org/ +%%CreationDate: Wed Oct 2 10:36:36 2013 +%%Orientation: portrait +%%BoundingBox: 18 180 594 612 +%%EndComments +%%BeginProlog +/mpldict 8 dict def +mpldict begin +/m { moveto } bind def +/l { lineto } bind def +/r { rlineto } bind def +/c { curveto } bind def +/cl { closepath } bind def +/box { +m +1 index 0 r +0 exch r +neg 0 r +cl +} bind def +/clipbox { +box +clip +newpath +} bind def +%!PS-Adobe-3.0 Resource-Font +%%Title: Bitstream Vera Sans +%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. +%%Creator: Converted from TrueType to type 3 by PPR +25 dict begin +/_d{bind def}bind def +/_m{moveto}_d +/_l{lineto}_d +/_cl{closepath eofill}_d +/_c{curveto}_d +/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d +/_e{exec}_d +/FontName /BitstreamVeraSans-Roman def +/PaintType 0 def +/FontMatrix[.001 0 0 .001 0 0]def +/FontBBox[-183 -236 1287 928]def +/FontType 3 def +/Encoding [ /space /dollar /parenleft /parenright /zero /one /two /three /four /five /six /seven /eight /P /a /b /c /d /e /g /i /l /n /p /r /t /x /y ] def +/FontInfo 10 dict dup begin +/FamilyName (Bitstream Vera Sans) def +/FullName (Bitstream Vera Sans) def +/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc.) def +/Weight (Roman) def +/Version (Release 1.10) def +/ItalicAngle 0.0 def +/isFixedPitch false def +/UnderlinePosition -213 def +/UnderlineThickness 143 def +end readonly def +/CharStrings 28 dict dup begin +/space{318 0 0 0 0 0 _sc +}_d +/dollar{{636 0 83 -146 553 760 _sc +338 -146 _m +289 -146 _l +289 0 _l +254 0 220 4 186 12 _c +152 19 117 30 83 45 _c +83 133 _l +116 112 150 96 184 86 _c +218 75 253 69 289 69 _c +289 292 _l +217 304 164 324 132 352 _c +99 380 83 418 83 467 _c +83 519 100 561 136 592 _c +171 622 222 640 289 645 _c +289 760 _l +338 760 _l +338 646 _l +368 645 397 642 425 637 _c +}_e{453 631 481 624 509 616 _c +509 531 _l +481 544 453 554 425 562 _c +397 570 368 574 338 576 _c +338 367 _l +412 355 466 335 501 306 _c +535 276 553 236 553 186 _c +553 131 534 88 497 56 _c +460 24 407 5 338 1 _c +338 -146 _l +289 376 _m +289 576 _l +251 572 222 561 202 544 _c +182 526 173 503 173 475 _c +173 447 182 425 200 409 _c +218 393 248 382 289 376 _c +338 282 _m +}_e{338 71 _l +379 76 410 88 431 106 _c +452 124 463 147 463 177 _c +463 205 453 228 433 245 _c +413 262 381 274 338 282 _c +_cl}_e}_d +/parenleft{390 0 86 -131 310 759 _sc +310 759 _m +266 683 234 609 213 536 _c +191 463 181 389 181 314 _c +181 238 191 164 213 91 _c +234 17 266 -56 310 -131 _c +232 -131 _l +183 -54 146 20 122 94 _c +98 168 86 241 86 314 _c +86 386 98 459 122 533 _c +146 607 182 682 232 759 _c +310 759 _l +_cl}_d +/parenright{390 0 80 -131 304 759 _sc +80 759 _m +158 759 _l +206 682 243 607 267 533 _c +291 459 304 386 304 314 _c +304 241 291 168 267 94 _c +243 20 206 -54 158 -131 _c +80 -131 _l +123 -56 155 17 177 91 _c +198 164 209 238 209 314 _c +209 389 198 463 177 536 _c +155 609 123 683 80 759 _c +_cl}_d +/zero{636 0 66 -13 570 742 _sc +318 664 _m +267 664 229 639 203 589 _c +177 539 165 464 165 364 _c +165 264 177 189 203 139 _c +229 89 267 64 318 64 _c +369 64 407 89 433 139 _c +458 189 471 264 471 364 _c +471 464 458 539 433 589 _c +407 639 369 664 318 664 _c +318 742 _m +399 742 461 709 505 645 _c +548 580 570 486 570 364 _c +570 241 548 147 505 83 _c +461 19 399 -13 318 -13 _c +236 -13 173 19 130 83 _c +87 147 66 241 66 364 _c +66 486 87 580 130 645 _c +173 709 236 742 318 742 _c +_cl}_d +/one{636 0 110 0 544 729 _sc +124 83 _m +285 83 _l +285 639 _l +110 604 _l +110 694 _l +284 729 _l +383 729 _l +383 83 _l +544 83 _l +544 0 _l +124 0 _l +124 83 _l +_cl}_d +/two{{636 0 73 0 536 742 _sc +192 83 _m +536 83 _l +536 0 _l +73 0 _l +73 83 _l +110 121 161 173 226 239 _c +290 304 331 346 348 365 _c +380 400 402 430 414 455 _c +426 479 433 504 433 528 _c +433 566 419 598 392 622 _c +365 646 330 659 286 659 _c +255 659 222 653 188 643 _c +154 632 117 616 78 594 _c +78 694 _l +118 710 155 722 189 730 _c +223 738 255 742 284 742 _c +}_e{359 742 419 723 464 685 _c +509 647 532 597 532 534 _c +532 504 526 475 515 449 _c +504 422 484 390 454 354 _c +446 344 420 317 376 272 _c +332 227 271 164 192 83 _c +_cl}_e}_d +/three{{636 0 76 -13 556 742 _sc +406 393 _m +453 383 490 362 516 330 _c +542 298 556 258 556 212 _c +556 140 531 84 482 45 _c +432 6 362 -13 271 -13 _c +240 -13 208 -10 176 -4 _c +144 1 110 10 76 22 _c +76 117 _l +103 101 133 89 166 81 _c +198 73 232 69 268 69 _c +330 69 377 81 409 105 _c +441 129 458 165 458 212 _c +458 254 443 288 413 312 _c +383 336 341 349 287 349 _c +}_e{202 349 _l +202 430 _l +291 430 _l +339 430 376 439 402 459 _c +428 478 441 506 441 543 _c +441 580 427 609 401 629 _c +374 649 336 659 287 659 _c +260 659 231 656 200 650 _c +169 644 135 635 98 623 _c +98 711 _l +135 721 170 729 203 734 _c +235 739 266 742 296 742 _c +370 742 429 725 473 691 _c +517 657 539 611 539 553 _c +539 513 527 479 504 451 _c +481 423 448 403 406 393 _c +_cl}_e}_d +/four{636 0 49 0 580 729 _sc +378 643 _m +129 254 _l +378 254 _l +378 643 _l +352 729 _m +476 729 _l +476 254 _l +580 254 _l +580 172 _l +476 172 _l +476 0 _l +378 0 _l +378 172 _l +49 172 _l +49 267 _l +352 729 _l +_cl}_d +/five{{636 0 77 -13 549 729 _sc +108 729 _m +495 729 _l +495 646 _l +198 646 _l +198 467 _l +212 472 227 476 241 478 _c +255 480 270 482 284 482 _c +365 482 429 459 477 415 _c +525 370 549 310 549 234 _c +549 155 524 94 475 51 _c +426 8 357 -13 269 -13 _c +238 -13 207 -10 175 -6 _c +143 -1 111 6 77 17 _c +77 116 _l +106 100 136 88 168 80 _c +199 72 232 69 267 69 _c +}_e{323 69 368 83 401 113 _c +433 143 450 183 450 234 _c +450 284 433 324 401 354 _c +368 384 323 399 267 399 _c +241 399 214 396 188 390 _c +162 384 135 375 108 363 _c +108 729 _l +_cl}_e}_d +/six{{636 0 70 -13 573 742 _sc +330 404 _m +286 404 251 388 225 358 _c +199 328 186 286 186 234 _c +186 181 199 139 225 109 _c +251 79 286 64 330 64 _c +374 64 409 79 435 109 _c +461 139 474 181 474 234 _c +474 286 461 328 435 358 _c +409 388 374 404 330 404 _c +526 713 _m +526 623 _l +501 635 476 644 451 650 _c +425 656 400 659 376 659 _c +310 659 260 637 226 593 _c +}_e{192 549 172 482 168 394 _c +187 422 211 444 240 459 _c +269 474 301 482 336 482 _c +409 482 467 459 509 415 _c +551 371 573 310 573 234 _c +573 159 550 99 506 54 _c +462 9 403 -13 330 -13 _c +246 -13 181 19 137 83 _c +92 147 70 241 70 364 _c +70 479 97 571 152 639 _c +206 707 280 742 372 742 _c +396 742 421 739 447 735 _c +472 730 498 723 526 713 _c +_cl}_e}_d +/seven{636 0 82 0 551 729 _sc +82 729 _m +551 729 _l +551 687 _l +286 0 _l +183 0 _l +432 646 _l +82 646 _l +82 729 _l +_cl}_d +/eight{{636 0 68 -13 568 742 _sc +318 346 _m +271 346 234 333 207 308 _c +180 283 167 249 167 205 _c +167 161 180 126 207 101 _c +234 76 271 64 318 64 _c +364 64 401 76 428 102 _c +455 127 469 161 469 205 _c +469 249 455 283 429 308 _c +402 333 365 346 318 346 _c +219 388 _m +177 398 144 418 120 447 _c +96 476 85 511 85 553 _c +85 611 105 657 147 691 _c +188 725 245 742 318 742 _c +}_e{390 742 447 725 489 691 _c +530 657 551 611 551 553 _c +551 511 539 476 515 447 _c +491 418 459 398 417 388 _c +464 377 501 355 528 323 _c +554 291 568 251 568 205 _c +568 134 546 80 503 43 _c +459 5 398 -13 318 -13 _c +237 -13 175 5 132 43 _c +89 80 68 134 68 205 _c +68 251 81 291 108 323 _c +134 355 171 377 219 388 _c +183 544 _m +183 506 194 476 218 455 _c +}_e{242 434 275 424 318 424 _c +360 424 393 434 417 455 _c +441 476 453 506 453 544 _c +453 582 441 611 417 632 _c +393 653 360 664 318 664 _c +275 664 242 653 218 632 _c +194 611 183 582 183 544 _c +_cl}_e}_d +/P{603 0 98 0 569 729 _sc +197 648 _m +197 374 _l +321 374 _l +367 374 402 385 427 409 _c +452 433 465 467 465 511 _c +465 555 452 588 427 612 _c +402 636 367 648 321 648 _c +197 648 _l +98 729 _m +321 729 _l +402 729 464 710 506 673 _c +548 636 569 582 569 511 _c +569 439 548 384 506 348 _c +464 311 402 293 321 293 _c +197 293 _l +197 0 _l +98 0 _l +98 729 _l +_cl}_d +/a{{613 0 60 -13 522 560 _sc +343 275 _m +270 275 220 266 192 250 _c +164 233 150 205 150 165 _c +150 133 160 107 181 89 _c +202 70 231 61 267 61 _c +317 61 357 78 387 114 _c +417 149 432 196 432 255 _c +432 275 _l +343 275 _l +522 312 _m +522 0 _l +432 0 _l +432 83 _l +411 49 385 25 355 10 _c +325 -5 287 -13 243 -13 _c +187 -13 142 2 109 33 _c +76 64 60 106 60 159 _c +}_e{60 220 80 266 122 298 _c +163 329 224 345 306 345 _c +432 345 _l +432 354 _l +432 395 418 427 391 450 _c +364 472 326 484 277 484 _c +245 484 215 480 185 472 _c +155 464 127 453 100 439 _c +100 522 _l +132 534 164 544 195 550 _c +226 556 256 560 286 560 _c +365 560 424 539 463 498 _c +502 457 522 395 522 312 _c +_cl}_e}_d +/b{{635 0 91 -13 580 760 _sc +487 273 _m +487 339 473 390 446 428 _c +418 466 381 485 334 485 _c +286 485 249 466 222 428 _c +194 390 181 339 181 273 _c +181 207 194 155 222 117 _c +249 79 286 61 334 61 _c +381 61 418 79 446 117 _c +473 155 487 207 487 273 _c +181 464 _m +199 496 223 520 252 536 _c +281 552 316 560 356 560 _c +422 560 476 533 518 481 _c +559 428 580 359 580 273 _c +}_e{580 187 559 117 518 65 _c +476 13 422 -13 356 -13 _c +316 -13 281 -5 252 10 _c +223 25 199 49 181 82 _c +181 0 _l +91 0 _l +91 760 _l +181 760 _l +181 464 _l +_cl}_e}_d +/c{{550 0 55 -13 488 560 _sc +488 526 _m +488 442 _l +462 456 437 466 411 473 _c +385 480 360 484 334 484 _c +276 484 230 465 198 428 _c +166 391 150 339 150 273 _c +150 206 166 154 198 117 _c +230 80 276 62 334 62 _c +360 62 385 65 411 72 _c +437 79 462 90 488 104 _c +488 21 _l +462 9 436 0 410 -5 _c +383 -10 354 -13 324 -13 _c +242 -13 176 12 128 64 _c +}_e{79 115 55 185 55 273 _c +55 362 79 432 128 483 _c +177 534 244 560 330 560 _c +358 560 385 557 411 551 _c +437 545 463 537 488 526 _c +_cl}_e}_d +/d{{635 0 55 -13 544 760 _sc +454 464 _m +454 760 _l +544 760 _l +544 0 _l +454 0 _l +454 82 _l +435 49 411 25 382 10 _c +353 -5 319 -13 279 -13 _c +213 -13 159 13 117 65 _c +75 117 55 187 55 273 _c +55 359 75 428 117 481 _c +159 533 213 560 279 560 _c +319 560 353 552 382 536 _c +411 520 435 496 454 464 _c +148 273 _m +148 207 161 155 188 117 _c +215 79 253 61 301 61 _c +}_e{348 61 385 79 413 117 _c +440 155 454 207 454 273 _c +454 339 440 390 413 428 _c +385 466 348 485 301 485 _c +253 485 215 466 188 428 _c +161 390 148 339 148 273 _c +_cl}_e}_d +/e{{615 0 55 -13 562 560 _sc +562 296 _m +562 252 _l +149 252 _l +153 190 171 142 205 110 _c +238 78 284 62 344 62 _c +378 62 412 66 444 74 _c +476 82 509 95 541 113 _c +541 28 _l +509 14 476 3 442 -3 _c +408 -9 373 -13 339 -13 _c +251 -13 182 12 131 62 _c +80 112 55 181 55 268 _c +55 357 79 428 127 481 _c +175 533 241 560 323 560 _c +397 560 455 536 498 489 _c +}_e{540 441 562 377 562 296 _c +472 322 _m +471 371 457 410 431 440 _c +404 469 368 484 324 484 _c +274 484 234 469 204 441 _c +174 413 156 373 152 322 _c +472 322 _l +_cl}_e}_d +/g{{635 0 55 -207 544 560 _sc +454 280 _m +454 344 440 395 414 431 _c +387 467 349 485 301 485 _c +253 485 215 467 188 431 _c +161 395 148 344 148 280 _c +148 215 161 165 188 129 _c +215 93 253 75 301 75 _c +349 75 387 93 414 129 _c +440 165 454 215 454 280 _c +544 68 _m +544 -24 523 -93 482 -139 _c +440 -184 377 -207 292 -207 _c +260 -207 231 -204 203 -200 _c +175 -195 147 -188 121 -178 _c +}_e{121 -91 _l +147 -105 173 -115 199 -122 _c +225 -129 251 -133 278 -133 _c +336 -133 380 -117 410 -87 _c +439 -56 454 -10 454 52 _c +454 96 _l +435 64 411 40 382 24 _c +353 8 319 0 279 0 _c +211 0 157 25 116 76 _c +75 127 55 195 55 280 _c +55 364 75 432 116 483 _c +157 534 211 560 279 560 _c +319 560 353 552 382 536 _c +411 520 435 496 454 464 _c +454 547 _l +544 547 _l +}_e{544 68 _l +_cl}_e}_d +/i{278 0 94 0 184 760 _sc +94 547 _m +184 547 _l +184 0 _l +94 0 _l +94 547 _l +94 760 _m +184 760 _l +184 646 _l +94 646 _l +94 760 _l +_cl}_d +/l{278 0 94 0 184 760 _sc +94 760 _m +184 760 _l +184 0 _l +94 0 _l +94 760 _l +_cl}_d +/n{634 0 91 0 549 560 _sc +549 330 _m +549 0 _l +459 0 _l +459 327 _l +459 379 448 417 428 443 _c +408 469 378 482 338 482 _c +289 482 251 466 223 435 _c +195 404 181 362 181 309 _c +181 0 _l +91 0 _l +91 547 _l +181 547 _l +181 462 _l +202 494 227 519 257 535 _c +286 551 320 560 358 560 _c +420 560 468 540 500 501 _c +532 462 549 405 549 330 _c +_cl}_d +/p{{635 0 91 -207 580 560 _sc +181 82 _m +181 -207 _l +91 -207 _l +91 547 _l +181 547 _l +181 464 _l +199 496 223 520 252 536 _c +281 552 316 560 356 560 _c +422 560 476 533 518 481 _c +559 428 580 359 580 273 _c +580 187 559 117 518 65 _c +476 13 422 -13 356 -13 _c +316 -13 281 -5 252 10 _c +223 25 199 49 181 82 _c +487 273 _m +487 339 473 390 446 428 _c +418 466 381 485 334 485 _c +}_e{286 485 249 466 222 428 _c +194 390 181 339 181 273 _c +181 207 194 155 222 117 _c +249 79 286 61 334 61 _c +381 61 418 79 446 117 _c +473 155 487 207 487 273 _c +_cl}_e}_d +/r{411 0 91 0 411 560 _sc +411 463 _m +401 469 390 473 378 476 _c +366 478 353 480 339 480 _c +288 480 249 463 222 430 _c +194 397 181 350 181 288 _c +181 0 _l +91 0 _l +91 547 _l +181 547 _l +181 462 _l +199 495 224 520 254 536 _c +284 552 321 560 365 560 _c +371 560 378 559 386 559 _c +393 558 401 557 411 555 _c +411 463 _l +_cl}_d +/t{392 0 27 0 368 702 _sc +183 702 _m +183 547 _l +368 547 _l +368 477 _l +183 477 _l +183 180 _l +183 135 189 106 201 94 _c +213 81 238 75 276 75 _c +368 75 _l +368 0 _l +276 0 _l +206 0 158 13 132 39 _c +106 65 93 112 93 180 _c +93 477 _l +27 477 _l +27 547 _l +93 547 _l +93 702 _l +183 702 _l +_cl}_d +/x{592 0 29 0 559 547 _sc +549 547 _m +351 281 _l +559 0 _l +453 0 _l +294 215 _l +135 0 _l +29 0 _l +241 286 _l +47 547 _l +153 547 _l +298 352 _l +443 547 _l +549 547 _l +_cl}_d +/y{592 0 30 -207 562 547 _sc +322 -50 _m +296 -114 271 -157 247 -177 _c +223 -197 191 -207 151 -207 _c +79 -207 _l +79 -132 _l +132 -132 _l +156 -132 175 -126 189 -114 _c +203 -102 218 -75 235 -31 _c +251 9 _l +30 547 _l +125 547 _l +296 119 _l +467 547 _l +562 547 _l +322 -50 _l +_cl}_d +end readonly def + +/BuildGlyph + {exch begin + CharStrings exch + 2 copy known not{pop /.notdef}if + true 3 1 roll get exec + end}_d + +/BuildChar { + 1 index /Encoding get exch get + 1 index /BuildGlyph get exec +}_d + +FontName currentdict end definefont pop +end +%%EndProlog +mpldict begin +18 180 translate +576 432 0 0 clipbox +gsave +0 0 m +576 0 l +576 432 l +0 432 l +cl +1.000 setgray +fill +grestore +gsave +72 43.2 m +518.4 43.2 l +518.4 388.8 l +72 388.8 l +cl +1.000 setgray +fill +grestore +3.000 setlinewidth +1 setlinejoin +2 setlinecap +[] 0 setdash +0.145 0.204 0.580 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 172.376 m +76.185 172.816 l +80.37 173.334 l +84.555 173.944 l +88.74 174.664 l +92.925 175.526 l +97.11 176.569 l +101.295 177.843 l +105.48 179.402 l +109.665 181.307 l +113.85 183.617 l +118.035 186.396 l +122.22 189.711 l +126.405 193.632 l +130.59 198.235 l +134.775 203.595 l +138.96 209.779 l +143.145 216.845 l +147.33 224.84 l +151.515 233.804 l +155.7 243.774 l +159.885 254.776 l +164.07 266.789 l +168.255 279.669 l +172.44 293.028 l +176.625 306.116 l +180.81 317.791 l +184.995 326.632 l +189.18 331.237 l +193.365 330.578 l +197.55 324.289 l +201.735 312.727 l +205.92 296.801 l +210.105 277.662 l +214.29 256.402 l +218.475 233.883 l +222.66 210.743 l +226.845 187.528 l +231.03 164.831 l +235.215 143.339 l +239.4 123.756 l +243.585 106.645 l +247.77 92.2971 l +251.955 80.6929 l +256.14 71.5597 l +260.325 64.4894 l +264.51 59.0555 l +268.695 54.8878 l +272.88 51.6983 l +277.065 49.2733 l +281.25 47.4517 l +285.435 46.1069 l +289.62 45.1359 l +293.805 44.4532 l +297.99 43.9883 l +302.175 43.6833 l +306.36 43.4911 l +310.545 43.3743 l +314.73 43.3051 l +318.915 43.2643 l +323.1 43.2399 l +327.285 43.2249 l +331.47 43.2155 l +335.655 43.2096 l +339.84 43.2058 l +344.025 43.2035 l +348.21 43.2021 l +352.395 43.2013 l +356.58 43.2007 l +360.765 43.2004 l +364.95 43.2002 l +369.135 43.2001 l +373.32 43.2 l +377.505 43.2 l +381.69 43.2 l +385.875 43.2 l +390.06 43.2 l +394.245 43.2 l +398.43 43.2 l +402.615 43.2 l +406.8 43.2 l +410.985 43.2 l +415.17 43.2 l +419.355 43.2 l +423.54 43.2 l +427.725 43.2 l +431.91 43.2 l +436.095 43.2 l +440.28 43.2 l +444.465 43.2 l +448.65 43.2 l +452.835 43.2 l +457.02 43.2 l +461.205 43.2 l +465.39 43.2 l +469.575 43.2 l +473.76 43.2 l +477.945 43.2 l +482.13 43.2 l +486.315 43.2 l +490.5 43.2 l +stroke +grestore +0.114 0.569 0.753 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 195.396 m +76.185 195.554 l +80.37 195.736 l +84.555 195.944 l +88.74 196.18 l +92.925 196.446 l +97.11 196.747 l +101.295 197.089 l +105.48 197.479 l +109.665 197.927 l +113.85 198.447 l +118.035 199.056 l +122.22 199.774 l +126.405 200.627 l +130.59 201.64 l +134.775 202.845 l +138.96 204.273 l +143.145 205.961 l +147.33 207.945 l +151.515 210.263 l +155.7 212.958 l +159.885 216.074 l +164.07 219.661 l +168.255 223.769 l +172.44 228.455 l +176.625 233.776 l +180.81 239.789 l +184.995 246.546 l +189.18 254.087 l +193.365 262.433 l +197.55 271.581 l +201.735 281.486 l +205.92 292.063 l +210.105 303.172 l +214.29 314.622 l +218.475 326.162 l +222.66 337.485 l +226.845 348.226 l +231.03 357.964 l +235.215 366.242 l +239.4 372.594 l +243.585 376.585 l +247.77 377.844 l +251.955 376.084 l +256.14 371.11 l +260.325 362.826 l +264.51 351.264 l +268.695 336.621 l +272.88 319.275 l +277.065 299.773 l +281.25 278.78 l +285.435 257.008 l +289.62 235.143 l +293.805 213.777 l +297.99 193.349 l +302.175 174.126 l +306.36 156.216 l +310.545 139.625 l +314.73 124.338 l +318.915 110.369 l +323.1 97.7825 l +327.285 86.6686 l +331.47 77.1005 l +335.655 69.0955 l +339.84 62.5961 l +344.025 57.4742 l +348.21 53.5503 l +352.395 50.6186 l +356.58 48.4726 l +360.765 46.9242 l +364.95 45.8165 l +369.135 45.0289 l +373.32 44.473 l +377.505 44.0855 l +381.69 43.8196 l +385.875 43.6391 l +390.06 43.5164 l +394.245 43.4312 l +398.43 43.3702 l +402.615 43.3252 l +406.8 43.2914 l +410.985 43.2661 l +415.17 43.2473 l +419.355 43.2336 l +423.54 43.2238 l +427.725 43.2168 l +431.91 43.212 l +436.095 43.2085 l +440.28 43.206 l +444.465 43.2042 l +448.65 43.2028 l +452.835 43.2019 l +457.02 43.2012 l +461.205 43.2007 l +465.39 43.2004 l +469.575 43.2002 l +473.76 43.2001 l +477.945 43.2001 l +482.13 43.2 l +486.315 43.2 l +490.5 43.2 l +stroke +grestore +0.500 setlinewidth +0 setlinecap +0.000 setgray +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +/BitstreamVeraSans-Roman findfont +14.000 scalefont +setfont +gsave +68.468750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +127.8 388.8 o +grestore +gsave +106.768750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +183.6 388.8 o +grestore +gsave +162.310937 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +239.4 388.8 o +grestore +gsave +218.126563 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /three glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +295.2 388.8 o +grestore +gsave +273.739062 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /four glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +351 388.8 o +grestore +gsave +329.734375 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +406.8 388.8 o +grestore +gsave +385.487500 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /six glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +462.6 388.8 o +grestore +gsave +441.373437 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /seven glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +497.071875 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /eight glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +272.817187 10.903125 translate +0.000000 rotate +0.000000 2.062500 m /b glyphshow +8.886719 2.062500 m /i glyphshow +12.776367 2.062500 m /d glyphshow +21.663086 2.062500 m /space glyphshow +26.113281 2.062500 m /parenleft glyphshow +31.575195 2.062500 m /dollar glyphshow +40.482422 2.062500 m /parenright glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +60.937500 37.903125 translate +0.000000 rotate +0.000000 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 129.6 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 129.6 o +grestore +gsave +34.375000 124.303125 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 216 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 216 o +grestore +gsave +25.937500 210.703125 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 302.4 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 302.4 o +grestore +gsave +25.937500 297.103125 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +25.421875 383.503125 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +20.421875 154.695312 translate +90.000000 rotate +0.000000 2.906250 m /e glyphshow +8.363281 2.906250 m /x glyphshow +16.648438 2.906250 m /p glyphshow +25.535156 2.906250 m /e glyphshow +34.148438 2.906250 m /c glyphshow +41.845703 2.906250 m /t glyphshow +47.334961 2.906250 m /e glyphshow +55.948242 2.906250 m /d glyphshow +64.834961 2.906250 m /space glyphshow +69.285156 2.906250 m /g glyphshow +78.171875 2.906250 m /a glyphshow +86.750977 2.906250 m /i glyphshow +90.640625 2.906250 m /n glyphshow +99.513672 2.906250 m /space glyphshow +103.963867 2.906250 m /parenleft glyphshow +109.425781 2.906250 m /dollar glyphshow +118.333008 2.906250 m /parenright glyphshow +grestore +1.000 setlinewidth +2 setlinecap +gsave +72 388.8 m +518.4 388.8 l +stroke +grestore +gsave +518.4 43.2 m +518.4 388.8 l +stroke +grestore +gsave +72 43.2 m +518.4 43.2 l +stroke +grestore +gsave +72 43.2 m +72 388.8 l +stroke +grestore +gsave +382.942 325.654 m +510 325.654 l +510 380.4 l +382.942 380.4 l +382.942 325.654 l +cl +gsave +1.000 setgray +fill +grestore +stroke +grestore +3.000 setlinewidth +0.145 0.204 0.580 setrgbcolor +gsave +394.702 366.638 m +418.222 366.638 l +stroke +grestore +0.000 setgray +/BitstreamVeraSans-Roman findfont +16.800 scalefont +setfont +gsave +436.701875 357.226875 translate +0.000000 rotate +0.000000 3.531250 m /P glyphshow +10.128967 3.531250 m /l glyphshow +14.795670 3.531250 m /a glyphshow +25.088669 3.531250 m /y glyphshow +35.029007 3.531250 m /e glyphshow +45.363022 3.531250 m /r glyphshow +52.268768 3.531250 m /space glyphshow +57.608002 3.531250 m /one glyphshow +grestore +0.114 0.569 0.753 setrgbcolor +gsave +394.702 341.785 m +418.222 341.785 l +stroke +grestore +0.000 setgray +gsave +436.701875 332.373750 translate +0.000000 rotate +0.000000 3.531250 m /P glyphshow +10.128967 3.531250 m /l glyphshow +14.795670 3.531250 m /a glyphshow +25.088669 3.531250 m /y glyphshow +35.029007 3.531250 m /e glyphshow +45.363022 3.531250 m /r glyphshow +52.268768 3.531250 m /space glyphshow +57.608002 3.531250 m /two glyphshow +grestore + +end +showpage diff --git a/price5.pdf b/price5.pdf new file mode 100644 index 0000000..ce4ecb4 Binary files /dev/null and b/price5.pdf differ diff --git a/price5.png b/price5.png new file mode 100644 index 0000000..caae596 Binary files /dev/null and b/price5.png differ diff --git a/price6.eps b/price6.eps new file mode 100644 index 0000000..20d9860 --- /dev/null +++ b/price6.eps @@ -0,0 +1,1782 @@ +%!PS-Adobe-3.0 EPSF-3.0 +%%Title: price6.eps +%%Creator: matplotlib version 1.3.x, http://matplotlib.org/ +%%CreationDate: Wed Oct 2 10:36:38 2013 +%%Orientation: portrait +%%BoundingBox: 18 180 594 612 +%%EndComments +%%BeginProlog +/mpldict 8 dict def +mpldict begin +/m { moveto } bind def +/l { lineto } bind def +/r { rlineto } bind def +/c { curveto } bind def +/cl { closepath } bind def +/box { +m +1 index 0 r +0 exch r +neg 0 r +cl +} bind def +/clipbox { +box +clip +newpath +} bind def +%!PS-Adobe-3.0 Resource-Font +%%Title: Bitstream Vera Sans +%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. +%%Creator: Converted from TrueType to type 3 by PPR +25 dict begin +/_d{bind def}bind def +/_m{moveto}_d +/_l{lineto}_d +/_cl{closepath eofill}_d +/_c{curveto}_d +/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d +/_e{exec}_d +/FontName /BitstreamVeraSans-Roman def +/PaintType 0 def +/FontMatrix[.001 0 0 .001 0 0]def +/FontBBox[-183 -236 1287 928]def +/FontType 3 def +/Encoding [ /space /dollar /parenleft /parenright /zero /one /two /three /four /five /six /a /b /c /d /e /g /i /m /n /p /r /s /u ] def +/FontInfo 10 dict dup begin +/FamilyName (Bitstream Vera Sans) def +/FullName (Bitstream Vera Sans) def +/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is a trademark of Bitstream, Inc.) def +/Weight (Roman) def +/Version (Release 1.10) def +/ItalicAngle 0.0 def +/isFixedPitch false def +/UnderlinePosition -213 def +/UnderlineThickness 143 def +end readonly def +/CharStrings 24 dict dup begin +/space{318 0 0 0 0 0 _sc +}_d +/dollar{{636 0 83 -146 553 760 _sc +338 -146 _m +289 -146 _l +289 0 _l +254 0 220 4 186 12 _c +152 19 117 30 83 45 _c +83 133 _l +116 112 150 96 184 86 _c +218 75 253 69 289 69 _c +289 292 _l +217 304 164 324 132 352 _c +99 380 83 418 83 467 _c +83 519 100 561 136 592 _c +171 622 222 640 289 645 _c +289 760 _l +338 760 _l +338 646 _l +368 645 397 642 425 637 _c +}_e{453 631 481 624 509 616 _c +509 531 _l +481 544 453 554 425 562 _c +397 570 368 574 338 576 _c +338 367 _l +412 355 466 335 501 306 _c +535 276 553 236 553 186 _c +553 131 534 88 497 56 _c +460 24 407 5 338 1 _c +338 -146 _l +289 376 _m +289 576 _l +251 572 222 561 202 544 _c +182 526 173 503 173 475 _c +173 447 182 425 200 409 _c +218 393 248 382 289 376 _c +338 282 _m +}_e{338 71 _l +379 76 410 88 431 106 _c +452 124 463 147 463 177 _c +463 205 453 228 433 245 _c +413 262 381 274 338 282 _c +_cl}_e}_d +/parenleft{390 0 86 -131 310 759 _sc +310 759 _m +266 683 234 609 213 536 _c +191 463 181 389 181 314 _c +181 238 191 164 213 91 _c +234 17 266 -56 310 -131 _c +232 -131 _l +183 -54 146 20 122 94 _c +98 168 86 241 86 314 _c +86 386 98 459 122 533 _c +146 607 182 682 232 759 _c +310 759 _l +_cl}_d +/parenright{390 0 80 -131 304 759 _sc +80 759 _m +158 759 _l +206 682 243 607 267 533 _c +291 459 304 386 304 314 _c +304 241 291 168 267 94 _c +243 20 206 -54 158 -131 _c +80 -131 _l +123 -56 155 17 177 91 _c +198 164 209 238 209 314 _c +209 389 198 463 177 536 _c +155 609 123 683 80 759 _c +_cl}_d +/zero{636 0 66 -13 570 742 _sc +318 664 _m +267 664 229 639 203 589 _c +177 539 165 464 165 364 _c +165 264 177 189 203 139 _c +229 89 267 64 318 64 _c +369 64 407 89 433 139 _c +458 189 471 264 471 364 _c +471 464 458 539 433 589 _c +407 639 369 664 318 664 _c +318 742 _m +399 742 461 709 505 645 _c +548 580 570 486 570 364 _c +570 241 548 147 505 83 _c +461 19 399 -13 318 -13 _c +236 -13 173 19 130 83 _c +87 147 66 241 66 364 _c +66 486 87 580 130 645 _c +173 709 236 742 318 742 _c +_cl}_d +/one{636 0 110 0 544 729 _sc +124 83 _m +285 83 _l +285 639 _l +110 604 _l +110 694 _l +284 729 _l +383 729 _l +383 83 _l +544 83 _l +544 0 _l +124 0 _l +124 83 _l +_cl}_d +/two{{636 0 73 0 536 742 _sc +192 83 _m +536 83 _l +536 0 _l +73 0 _l +73 83 _l +110 121 161 173 226 239 _c +290 304 331 346 348 365 _c +380 400 402 430 414 455 _c +426 479 433 504 433 528 _c +433 566 419 598 392 622 _c +365 646 330 659 286 659 _c +255 659 222 653 188 643 _c +154 632 117 616 78 594 _c +78 694 _l +118 710 155 722 189 730 _c +223 738 255 742 284 742 _c +}_e{359 742 419 723 464 685 _c +509 647 532 597 532 534 _c +532 504 526 475 515 449 _c +504 422 484 390 454 354 _c +446 344 420 317 376 272 _c +332 227 271 164 192 83 _c +_cl}_e}_d +/three{{636 0 76 -13 556 742 _sc +406 393 _m +453 383 490 362 516 330 _c +542 298 556 258 556 212 _c +556 140 531 84 482 45 _c +432 6 362 -13 271 -13 _c +240 -13 208 -10 176 -4 _c +144 1 110 10 76 22 _c +76 117 _l +103 101 133 89 166 81 _c +198 73 232 69 268 69 _c +330 69 377 81 409 105 _c +441 129 458 165 458 212 _c +458 254 443 288 413 312 _c +383 336 341 349 287 349 _c +}_e{202 349 _l +202 430 _l +291 430 _l +339 430 376 439 402 459 _c +428 478 441 506 441 543 _c +441 580 427 609 401 629 _c +374 649 336 659 287 659 _c +260 659 231 656 200 650 _c +169 644 135 635 98 623 _c +98 711 _l +135 721 170 729 203 734 _c +235 739 266 742 296 742 _c +370 742 429 725 473 691 _c +517 657 539 611 539 553 _c +539 513 527 479 504 451 _c +481 423 448 403 406 393 _c +_cl}_e}_d +/four{636 0 49 0 580 729 _sc +378 643 _m +129 254 _l +378 254 _l +378 643 _l +352 729 _m +476 729 _l +476 254 _l +580 254 _l +580 172 _l +476 172 _l +476 0 _l +378 0 _l +378 172 _l +49 172 _l +49 267 _l +352 729 _l +_cl}_d +/five{{636 0 77 -13 549 729 _sc +108 729 _m +495 729 _l +495 646 _l +198 646 _l +198 467 _l +212 472 227 476 241 478 _c +255 480 270 482 284 482 _c +365 482 429 459 477 415 _c +525 370 549 310 549 234 _c +549 155 524 94 475 51 _c +426 8 357 -13 269 -13 _c +238 -13 207 -10 175 -6 _c +143 -1 111 6 77 17 _c +77 116 _l +106 100 136 88 168 80 _c +199 72 232 69 267 69 _c +}_e{323 69 368 83 401 113 _c +433 143 450 183 450 234 _c +450 284 433 324 401 354 _c +368 384 323 399 267 399 _c +241 399 214 396 188 390 _c +162 384 135 375 108 363 _c +108 729 _l +_cl}_e}_d +/six{{636 0 70 -13 573 742 _sc +330 404 _m +286 404 251 388 225 358 _c +199 328 186 286 186 234 _c +186 181 199 139 225 109 _c +251 79 286 64 330 64 _c +374 64 409 79 435 109 _c +461 139 474 181 474 234 _c +474 286 461 328 435 358 _c +409 388 374 404 330 404 _c +526 713 _m +526 623 _l +501 635 476 644 451 650 _c +425 656 400 659 376 659 _c +310 659 260 637 226 593 _c +}_e{192 549 172 482 168 394 _c +187 422 211 444 240 459 _c +269 474 301 482 336 482 _c +409 482 467 459 509 415 _c +551 371 573 310 573 234 _c +573 159 550 99 506 54 _c +462 9 403 -13 330 -13 _c +246 -13 181 19 137 83 _c +92 147 70 241 70 364 _c +70 479 97 571 152 639 _c +206 707 280 742 372 742 _c +396 742 421 739 447 735 _c +472 730 498 723 526 713 _c +_cl}_e}_d +/a{{613 0 60 -13 522 560 _sc +343 275 _m +270 275 220 266 192 250 _c +164 233 150 205 150 165 _c +150 133 160 107 181 89 _c +202 70 231 61 267 61 _c +317 61 357 78 387 114 _c +417 149 432 196 432 255 _c +432 275 _l +343 275 _l +522 312 _m +522 0 _l +432 0 _l +432 83 _l +411 49 385 25 355 10 _c +325 -5 287 -13 243 -13 _c +187 -13 142 2 109 33 _c +76 64 60 106 60 159 _c +}_e{60 220 80 266 122 298 _c +163 329 224 345 306 345 _c +432 345 _l +432 354 _l +432 395 418 427 391 450 _c +364 472 326 484 277 484 _c +245 484 215 480 185 472 _c +155 464 127 453 100 439 _c +100 522 _l +132 534 164 544 195 550 _c +226 556 256 560 286 560 _c +365 560 424 539 463 498 _c +502 457 522 395 522 312 _c +_cl}_e}_d +/b{{635 0 91 -13 580 760 _sc +487 273 _m +487 339 473 390 446 428 _c +418 466 381 485 334 485 _c +286 485 249 466 222 428 _c +194 390 181 339 181 273 _c +181 207 194 155 222 117 _c +249 79 286 61 334 61 _c +381 61 418 79 446 117 _c +473 155 487 207 487 273 _c +181 464 _m +199 496 223 520 252 536 _c +281 552 316 560 356 560 _c +422 560 476 533 518 481 _c +559 428 580 359 580 273 _c +}_e{580 187 559 117 518 65 _c +476 13 422 -13 356 -13 _c +316 -13 281 -5 252 10 _c +223 25 199 49 181 82 _c +181 0 _l +91 0 _l +91 760 _l +181 760 _l +181 464 _l +_cl}_e}_d +/c{{550 0 55 -13 488 560 _sc +488 526 _m +488 442 _l +462 456 437 466 411 473 _c +385 480 360 484 334 484 _c +276 484 230 465 198 428 _c +166 391 150 339 150 273 _c +150 206 166 154 198 117 _c +230 80 276 62 334 62 _c +360 62 385 65 411 72 _c +437 79 462 90 488 104 _c +488 21 _l +462 9 436 0 410 -5 _c +383 -10 354 -13 324 -13 _c +242 -13 176 12 128 64 _c +}_e{79 115 55 185 55 273 _c +55 362 79 432 128 483 _c +177 534 244 560 330 560 _c +358 560 385 557 411 551 _c +437 545 463 537 488 526 _c +_cl}_e}_d +/d{{635 0 55 -13 544 760 _sc +454 464 _m +454 760 _l +544 760 _l +544 0 _l +454 0 _l +454 82 _l +435 49 411 25 382 10 _c +353 -5 319 -13 279 -13 _c +213 -13 159 13 117 65 _c +75 117 55 187 55 273 _c +55 359 75 428 117 481 _c +159 533 213 560 279 560 _c +319 560 353 552 382 536 _c +411 520 435 496 454 464 _c +148 273 _m +148 207 161 155 188 117 _c +215 79 253 61 301 61 _c +}_e{348 61 385 79 413 117 _c +440 155 454 207 454 273 _c +454 339 440 390 413 428 _c +385 466 348 485 301 485 _c +253 485 215 466 188 428 _c +161 390 148 339 148 273 _c +_cl}_e}_d +/e{{615 0 55 -13 562 560 _sc +562 296 _m +562 252 _l +149 252 _l +153 190 171 142 205 110 _c +238 78 284 62 344 62 _c +378 62 412 66 444 74 _c +476 82 509 95 541 113 _c +541 28 _l +509 14 476 3 442 -3 _c +408 -9 373 -13 339 -13 _c +251 -13 182 12 131 62 _c +80 112 55 181 55 268 _c +55 357 79 428 127 481 _c +175 533 241 560 323 560 _c +397 560 455 536 498 489 _c +}_e{540 441 562 377 562 296 _c +472 322 _m +471 371 457 410 431 440 _c +404 469 368 484 324 484 _c +274 484 234 469 204 441 _c +174 413 156 373 152 322 _c +472 322 _l +_cl}_e}_d +/g{{635 0 55 -207 544 560 _sc +454 280 _m +454 344 440 395 414 431 _c +387 467 349 485 301 485 _c +253 485 215 467 188 431 _c +161 395 148 344 148 280 _c +148 215 161 165 188 129 _c +215 93 253 75 301 75 _c +349 75 387 93 414 129 _c +440 165 454 215 454 280 _c +544 68 _m +544 -24 523 -93 482 -139 _c +440 -184 377 -207 292 -207 _c +260 -207 231 -204 203 -200 _c +175 -195 147 -188 121 -178 _c +}_e{121 -91 _l +147 -105 173 -115 199 -122 _c +225 -129 251 -133 278 -133 _c +336 -133 380 -117 410 -87 _c +439 -56 454 -10 454 52 _c +454 96 _l +435 64 411 40 382 24 _c +353 8 319 0 279 0 _c +211 0 157 25 116 76 _c +75 127 55 195 55 280 _c +55 364 75 432 116 483 _c +157 534 211 560 279 560 _c +319 560 353 552 382 536 _c +411 520 435 496 454 464 _c +454 547 _l +544 547 _l +}_e{544 68 _l +_cl}_e}_d +/i{278 0 94 0 184 760 _sc +94 547 _m +184 547 _l +184 0 _l +94 0 _l +94 547 _l +94 760 _m +184 760 _l +184 646 _l +94 646 _l +94 760 _l +_cl}_d +/m{{974 0 91 0 889 560 _sc +520 442 _m +542 482 569 511 600 531 _c +631 550 668 560 711 560 _c +767 560 811 540 842 500 _c +873 460 889 403 889 330 _c +889 0 _l +799 0 _l +799 327 _l +799 379 789 418 771 444 _c +752 469 724 482 686 482 _c +639 482 602 466 575 435 _c +548 404 535 362 535 309 _c +535 0 _l +445 0 _l +445 327 _l +445 379 435 418 417 444 _c +398 469 369 482 331 482 _c +}_e{285 482 248 466 221 435 _c +194 404 181 362 181 309 _c +181 0 _l +91 0 _l +91 547 _l +181 547 _l +181 462 _l +201 495 226 520 255 536 _c +283 552 317 560 357 560 _c +397 560 430 550 458 530 _c +486 510 506 480 520 442 _c +_cl}_e}_d +/n{634 0 91 0 549 560 _sc +549 330 _m +549 0 _l +459 0 _l +459 327 _l +459 379 448 417 428 443 _c +408 469 378 482 338 482 _c +289 482 251 466 223 435 _c +195 404 181 362 181 309 _c +181 0 _l +91 0 _l +91 547 _l +181 547 _l +181 462 _l +202 494 227 519 257 535 _c +286 551 320 560 358 560 _c +420 560 468 540 500 501 _c +532 462 549 405 549 330 _c +_cl}_d +/p{{635 0 91 -207 580 560 _sc +181 82 _m +181 -207 _l +91 -207 _l +91 547 _l +181 547 _l +181 464 _l +199 496 223 520 252 536 _c +281 552 316 560 356 560 _c +422 560 476 533 518 481 _c +559 428 580 359 580 273 _c +580 187 559 117 518 65 _c +476 13 422 -13 356 -13 _c +316 -13 281 -5 252 10 _c +223 25 199 49 181 82 _c +487 273 _m +487 339 473 390 446 428 _c +418 466 381 485 334 485 _c +}_e{286 485 249 466 222 428 _c +194 390 181 339 181 273 _c +181 207 194 155 222 117 _c +249 79 286 61 334 61 _c +381 61 418 79 446 117 _c +473 155 487 207 487 273 _c +_cl}_e}_d +/r{411 0 91 0 411 560 _sc +411 463 _m +401 469 390 473 378 476 _c +366 478 353 480 339 480 _c +288 480 249 463 222 430 _c +194 397 181 350 181 288 _c +181 0 _l +91 0 _l +91 547 _l +181 547 _l +181 462 _l +199 495 224 520 254 536 _c +284 552 321 560 365 560 _c +371 560 378 559 386 559 _c +393 558 401 557 411 555 _c +411 463 _l +_cl}_d +/s{{521 0 54 -13 472 560 _sc +443 531 _m +443 446 _l +417 458 391 468 364 475 _c +336 481 308 485 279 485 _c +234 485 200 478 178 464 _c +156 450 145 430 145 403 _c +145 382 153 366 169 354 _c +185 342 217 330 265 320 _c +296 313 _l +360 299 405 279 432 255 _c +458 230 472 195 472 151 _c +472 100 452 60 412 31 _c +372 1 316 -13 246 -13 _c +216 -13 186 -10 154 -5 _c +}_e{122 0 89 8 54 20 _c +54 113 _l +87 95 120 82 152 74 _c +184 65 216 61 248 61 _c +290 61 323 68 346 82 _c +368 96 380 117 380 144 _c +380 168 371 187 355 200 _c +339 213 303 226 247 238 _c +216 245 _l +160 257 119 275 95 299 _c +70 323 58 356 58 399 _c +58 450 76 490 112 518 _c +148 546 200 560 268 560 _c +301 560 332 557 362 552 _c +391 547 418 540 443 531 _c +}_e{_cl}_e}_d +/u{634 0 85 -13 543 547 _sc +85 216 _m +85 547 _l +175 547 _l +175 219 _l +175 167 185 129 205 103 _c +225 77 255 64 296 64 _c +344 64 383 79 411 110 _c +439 141 453 183 453 237 _c +453 547 _l +543 547 _l +543 0 _l +453 0 _l +453 84 _l +431 50 405 26 377 10 _c +348 -5 315 -13 277 -13 _c +214 -13 166 6 134 45 _c +101 83 85 140 85 216 _c +_cl}_d +end readonly def + +/BuildGlyph + {exch begin + CharStrings exch + 2 copy known not{pop /.notdef}if + true 3 1 roll get exec + end}_d + +/BuildChar { + 1 index /Encoding get exch get + 1 index /BuildGlyph get exec +}_d + +FontName currentdict end definefont pop +end +%%EndProlog +mpldict begin +18 180 translate +576 432 0 0 clipbox +gsave +0 0 m +576 0 l +576 432 l +0 432 l +cl +1.000 setgray +fill +grestore +gsave +72 43.2 m +518.4 43.2 l +518.4 388.8 l +72 388.8 l +cl +1.000 setgray +fill +grestore +1.000 setlinewidth +1 setlinejoin +2 setlinecap +[] 0 setdash +0.502 setgray +gsave +446.4 345.6 72 43.2 clipbox +72 43.2 m +518.4 388.8 l +stroke +grestore +3.000 setlinewidth +0.031 0.114 0.345 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 108.772 m +94.32 113.874 l +116.64 119.437 l +138.96 125.507 l +161.28 132.131 l +183.6 139.355 l +205.92 147.218 l +228.24 155.753 l +250.56 164.979 l +272.88 174.903 l +295.2 185.536 l +317.52 196.905 l +339.84 209.073 l +362.16 222.128 l +384.48 236.108 l +406.8 250.895 l +429.12 266.116 l +451.44 281.18 l +473.76 295.454 l +496.08 308.485 l +518.4 320.099 l +stroke +grestore +0.133 0.369 0.659 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 83.52 m +94.32 83.52 l +116.64 89.28 l +138.96 95.04 l +161.28 100.8 l +183.6 106.56 l +205.92 112.32 l +228.24 123.84 l +250.56 135.36 l +272.88 141.12 l +295.2 152.64 l +317.52 158.4 l +339.84 169.92 l +362.16 187.2 l +384.48 198.72 l +406.8 210.24 l +429.12 221.76 l +451.44 233.28 l +473.76 273.6 l +496.08 290.88 l +518.4 296.64 l +stroke +grestore +0.255 0.714 0.769 setrgbcolor +gsave +446.4 345.6 72 43.2 clipbox +72 53.7678 m +94.32 54.5418 l +116.64 55.8943 l +138.96 57.0884 l +161.28 58.3737 l +183.6 59.9409 l +205.92 61.8727 l +228.24 64.7177 l +250.56 67.9045 l +272.88 71.7274 l +295.2 75.2064 l +317.52 78.973 l +339.84 83.0593 l +362.16 88.6792 l +384.48 94.9549 l +406.8 100.429 l +429.12 104.587 l +451.44 108.115 l +473.76 116.448 l +496.08 135.128 l +518.4 152.057 l +stroke +grestore +0.500 setlinewidth +0 setlinecap +0.000 setgray +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +/BitstreamVeraSans-Roman findfont +14.000 scalefont +setfont +gsave +50.968750 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +121.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +121.6 388.8 o +grestore +gsave +100.310937 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +171.2 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +171.2 388.8 o +grestore +gsave +149.910937 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +220.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +220.8 388.8 o +grestore +gsave +199.526563 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /three glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +270.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +270.4 388.8 o +grestore +gsave +249.126562 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /three glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +320 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +320 388.8 o +grestore +gsave +298.539062 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /four glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +369.6 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +369.6 388.8 o +grestore +gsave +348.139062 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /four glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +419.2 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +419.2 388.8 o +grestore +gsave +397.934375 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +468.8 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +468.8 388.8 o +grestore +gsave +447.534375 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +0 -4 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +497.087500 28.606250 translate +0.000000 rotate +0.000000 0.203125 m /six glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +234.770312 10.059375 translate +0.000000 rotate +0.000000 2.906250 m /g glyphshow +8.886719 2.906250 m /u glyphshow +17.759766 2.906250 m /e glyphshow +26.373047 2.906250 m /s glyphshow +33.666992 2.906250 m /s glyphshow +40.960938 2.906250 m /e glyphshow +49.574219 2.906250 m /d glyphshow +58.460938 2.906250 m /space glyphshow +62.911133 2.906250 m /p glyphshow +71.797852 2.906250 m /r glyphshow +77.553711 2.906250 m /i glyphshow +81.443359 2.906250 m /c glyphshow +89.140625 2.906250 m /e glyphshow +97.753906 2.906250 m /space glyphshow +102.204102 2.906250 m /parenleft glyphshow +107.666016 2.906250 m /dollar glyphshow +116.573242 2.906250 m /parenright glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 43.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 43.2 o +grestore +gsave +25.937500 37.903125 translate +0.000000 rotate +0.000000 0.203125 m /one glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 81.6 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 81.6 o +grestore +gsave +25.421875 76.303125 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 120 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 120 o +grestore +gsave +25.421875 114.703125 translate +0.000000 rotate +0.000000 0.203125 m /two glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 158.4 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 158.4 o +grestore +gsave +25.453125 153.103125 translate +0.000000 rotate +0.000000 0.203125 m /three glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 196.8 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 196.8 o +grestore +gsave +25.453125 191.503125 translate +0.000000 rotate +0.000000 0.203125 m /three glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 235.2 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 235.2 o +grestore +gsave +25.078125 229.903125 translate +0.000000 rotate +0.000000 0.203125 m /four glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 273.6 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 273.6 o +grestore +gsave +25.078125 268.303125 translate +0.000000 rotate +0.000000 0.203125 m /four glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 312 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 312 o +grestore +gsave +25.468750 306.703125 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 350.4 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 350.4 o +grestore +gsave +25.468750 345.103125 translate +0.000000 rotate +0.000000 0.203125 m /five glyphshow +8.907227 0.203125 m /five glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +72 388.8 o +grestore +gsave +/o { +gsave +newpath +translate +0.5 setlinewidth +1 setlinejoin +0 setlinecap +0 0 m +-4 0 l +gsave +0.000 setgray +fill +grestore +stroke +grestore +} bind def +518.4 388.8 o +grestore +gsave +25.375000 383.503125 translate +0.000000 rotate +0.000000 0.203125 m /six glyphshow +8.907227 0.203125 m /zero glyphshow +17.814453 0.203125 m /zero glyphshow +26.721680 0.203125 m /zero glyphshow +35.628906 0.203125 m /zero glyphshow +grestore +1.000 setlinewidth +2 setlinecap +gsave +72 388.8 m +518.4 388.8 l +stroke +grestore +gsave +518.4 43.2 m +518.4 388.8 l +stroke +grestore +gsave +72 43.2 m +518.4 43.2 l +stroke +grestore +gsave +72 43.2 m +72 388.8 l +stroke +grestore +gsave +80.4 300.801 m +185.443 300.801 l +185.443 380.4 l +80.4 380.4 l +80.4 300.801 l +cl +gsave +1.000 setgray +fill +grestore +stroke +grestore +3.000 setlinewidth +0.031 0.114 0.345 setrgbcolor +gsave +92.16 366.638 m +115.68 366.638 l +stroke +grestore +0.000 setgray +/BitstreamVeraSans-Roman findfont +16.800 scalefont +setfont +gsave +134.160000 360.523750 translate +0.000000 rotate +0.000000 0.234375 m /m glyphshow +16.362183 0.234375 m /e glyphshow +26.696198 0.234375 m /a glyphshow +36.989197 0.234375 m /n glyphshow +grestore +0.133 0.369 0.659 setrgbcolor +gsave +92.16 341.785 m +115.68 341.785 l +stroke +grestore +0.000 setgray +gsave +134.160000 335.670625 translate +0.000000 rotate +0.000000 0.234375 m /b glyphshow +10.662079 0.234375 m /i glyphshow +15.328781 0.234375 m /d glyphshow +grestore +0.255 0.714 0.769 setrgbcolor +gsave +92.16 316.932 m +115.68 316.932 l +stroke +grestore +0.000 setgray +gsave +134.160000 307.520625 translate +0.000000 rotate +0.000000 3.531250 m /g glyphshow +10.662079 3.531250 m /a glyphshow +20.955078 3.531250 m /i glyphshow +25.621780 3.531250 m /n glyphshow +grestore + +end +showpage diff --git a/price6.pdf b/price6.pdf new file mode 100644 index 0000000..526a544 Binary files /dev/null and b/price6.pdf differ diff --git a/price6.png b/price6.png new file mode 100644 index 0000000..b0c6163 Binary files /dev/null and b/price6.png differ diff --git a/thinkbayes.py b/thinkbayes.py index 7298400..24b94a0 100644 --- a/thinkbayes.py +++ b/thinkbayes.py @@ -28,7 +28,13 @@ import scipy.stats from scipy.special import erf, erfinv +from networkx import DiGraph +from numpy import zeros, array +from math import sqrt, log +#import the beta function for priors on causal effects in BayesNet: + +from scipy.stats import beta def Odds(p): """Computes odds for a given probability. @@ -64,7 +70,7 @@ def Probability2(yes, no): """Computes the probability corresponding to given odds. Example: yes=2, no=1 means 2:1 odds in favor, or 2/3 probability. - + yes, no: int or float odds in favor """ return float(yes) / (yes + no) @@ -206,7 +212,7 @@ def Scale(self, factor): def Log(self, m=None): """Log transforms the probabilities. - + Removes values with probability 0. Normalizes so that the largest logprob is 0. @@ -314,7 +320,7 @@ def Remove(self, x): def Total(self): """Returns the total of the frequencies/probabilities in the map.""" - total = sum(self.d.itervalues()) + total = sum(val for val in self.d.itervalues()) return total def MaxLike(self): @@ -359,7 +365,7 @@ def Subtract(self, other): class Pmf(_DictWrapper): """Represents a probability mass function. - + Values can be any hashable type; probabilities are floating-point. Pmfs are not necessarily normalized. """ @@ -893,7 +899,7 @@ def Random(self): def Sample(self, n): """Generates a random sample from this distribution. - + Args: n: int length of the sample """ @@ -1134,6 +1140,17 @@ def LogLikelihood(self, data, hypo): data: some representation of the data """ raise UnimplementedMethodException() + """ + computes the Likelihood ratio of two hypotheses, given some data: + If Log==True, it calculates the log of the Likelihood Ratio, which is the default. + """ + def LikelihoodRatio(self, data, hyp1, hyp2, Log=True): + like1 = self.Likelihood(data, hyp1) + like2 = self.Likelihood(data, hyp2) + if not Log: + return float(like1)/like2 + else: + return math.log(float(like1)/like2) def Print(self): """Prints the hypotheses and their probabilities.""" @@ -1410,7 +1427,7 @@ def EvalGaussianPdf(x, mu, sigma): x: value mu: mean sigma: standard deviation - + returns: float probability density """ return scipy.stats.norm.pdf(x, mu, sigma) @@ -1418,7 +1435,7 @@ def EvalGaussianPdf(x, mu, sigma): def MakeGaussianPmf(mu, sigma, num_sigmas, n=201): """Makes a PMF discrete approx to a Gaussian distribution. - + mu: float mean sigma: float standard deviation num_sigmas: how many sigmas to extend in each direction @@ -1443,7 +1460,7 @@ def EvalBinomialPmf(k, n, p): Returns the probabily of k successes in n trials with probability p. """ return scipy.stats.binom.pmf(k, n, p) - + def EvalPoissonPmf(k, lam): """Computes the Poisson PMF. @@ -1511,13 +1528,13 @@ def MakeExponentialPmf(lam, high, n=200): def StandardGaussianCdf(x, root2=math.sqrt(2)): """Evaluates the CDF of the standard Gaussian distribution. - + See http://en.wikipedia.org/wiki/Normal_distribution #Cumulative_distribution_function Args: x: float - + Returns: float """ @@ -1526,14 +1543,14 @@ def StandardGaussianCdf(x, root2=math.sqrt(2)): def GaussianCdf(x, mu=0, sigma=1): """Evaluates the CDF of the gaussian distribution. - + Args: x: float mu: mean parameter - + sigma: standard deviation parameter - + Returns: float """ @@ -1543,15 +1560,15 @@ def GaussianCdf(x, mu=0, sigma=1): def GaussianCdfInverse(p, mu=0, sigma=1): """Evaluates the inverse CDF of the gaussian distribution. - See http://en.wikipedia.org/wiki/Normal_distribution#Quantile_function + See http://en.wikipedia.org/wiki/Normal_distribution#Quantile_function Args: p: float mu: mean parameter - + sigma: standard deviation parameter - + Returns: float """ @@ -1728,7 +1745,7 @@ def BinomialCoef(n, k): def LogBinomialCoef(n, k): """Computes the log of the binomial coefficient. - +v http://math.stackexchange.com/questions/64716/ approximating-the-logarithm-of-the-binomial-coefficient @@ -1739,4 +1756,188 @@ def LogBinomialCoef(n, k): """ return n * log(n) - k * log(k) - (n - k) * log(n - k) +class BayesNet(DiGraph, Joint): + """ + A BayesNet is both, a graph and a joint distribution. For now, it only + allows for binary variables. All methods that start with capital letters + relate more to joint distributions and those that are more graphical start + with small letters. + The joint probability is encoded, using the Noisy-OR encoding (Pearl 1988). + """ + + def __init__(self, data=None, name='', p=0.5, causal_effect=0.5, effect_pdf=lambda x, a, b : beta(a, b).pdf(x), a=2, b=2): + """ + Effect pdf is the pdf that a causal effect is assumed to be drawn from. In the absense of a "causal_effect" we integrate over this + distribution. This distribution is here assumed to be uniform between 0 and 1, but that can be easily changed (in future versions, + I) + """ + + DiGraph.__init__(self, data=data, name=name) + Joint.__init__(self) + self.p=p + self.causal_effect=causal_effect + self.n=len(self.nodes()) + self.support=[] + self.names=[] + self.indep_vars=[] + self.dep_vars=[] + self.effect_pdf= lambda x: effect_pdf(x, a, b) + + + def add_edges_from(self, ebunch): + #first, we rename the nodes to be indices. This is practical + #for manipulating the joint distribution (maybe not ideal). + #newbunch=[e for e in ebunch if len(e)==3] + #singletons=[v for v in e for e in ebunch if len(e)==1] + if self.names: + self.names=sorted(set([v for e in ebunch for v in e[:2]] + self.names)) + + #if we don't sort, we get in trouble with comparing joint distributions (the same nodes can be ordered differently) + check_bunch=[(self.names[i], self.names[j]) for i, j in self.edges()] + if [e[:2] for e in ebunch] in check_bunch: + return + else: + self.names=sorted(set([v for e in ebunch for v in e[:2]])) + + + for i, n in enumerate(self.names): + + for e in ebunch: + index=ebunch.index(e) + if len(e)==3: + l, k, dd=e + dd=dd if type(dd)==dict else {'weight': dd} + if len(e)==2: + l, k = e + dd={} + + if l==n: + l=i + elif k==n: + k=i + + ebunch[index]=l, k, dd + for node in self.nodes(): + if n ==self.node[node]['name']: + self.node[i]={'name': n} + self.edge[i]={} + DiGraph.add_edges_from(self, ebunch=ebunch) + + self.n=len(self.nodes()) + #attach the names: + for node in self.nodes(): + self.node[node]['name']=self.names[node] + #number of nodes + fro, to = zip(*self.edges()) + self.indep_vars=sorted(set(f for f in self.nodes() if f not in set(to))) + self.dep_vars =sorted(set(to)) + for var in self.indep_vars: + self.node[var]['pmf']=Pmf() + self.node[var]['pmf'].Set(1,self.p) + self.node[var]['pmf'].Set(0, 1-self.p) + #for var in self.dep_vars: + # self.node[var]['pmf']=Pmf() + # self.node[var]['pmf'].Set(1,0) #first set it all to 0 + # self.node[var]['pmf'].Set(0, 1) + + + for w in self.dep_vars: + self.node[w]['weight']={} + + for i in self.nodes(): + for j in self.edge[i]: + if self.edge[i][j]=={} or 'weight' in self.edge[i][j] and self.edge[i][j]['weight'] in set(['+', '-']): + self.node[j]['weight'][i]=(1-self.causal_effect) + elif type(self.edge[i][j]['weight'])==float and self.edge[i][j]['weight'] >=0: + self.node[j]['weight'][i]=(1-self.edge[i][j]['weight']) + elif type(self.edge[i][j]['weight'])==float and self.edge[i][j]['weight'] <=0: + self.node[j]['weight'][i]=(1-abs(self.edge[i][j]['weight'])) + + self.SetProbs() + + def SetProbs(self): + self.d={} + self.support=[] + n=len(self.nodes()) + for outcome in range(2**n): + self.support.append(tuple([(outcome>>i)&1 for i in xrange(n-1,-1,-1)])) + + + for outcome in self.support: + pr=[0]*len(outcome) + p_out=1 + for i in range(len(outcome)): + if i in self.indep_vars: + pr[i]=self.node[i]['pmf'].d[outcome[i]] + p_out *=pr[i] + else: + tot=1 + for node in self.node[i]['weight']: + if 'weight' in self.edge[node][i] and type(self.edge[node][i]['weight'])==float and self.edge[node][i]['weight'] >=0: + tot *=((1.0-self.node[i]['weight'][node])**outcome[node]) + elif self.edge[node][i]=={} or 'weight' in self.edge[node][i] and self.edge[node][i]['weight'] =='+': + tot=outer(tot, [self.effect_pdf(w)*(1.0-w)**outcome[node] for w in linspace(0, 1, 100)]) + + elif ('weight' in self.edge[node][i] and self.edge[node][i]['weight'] =='-'): + tot=outer(tot, [self.effect_pdf(w)*(1.0-w)**(1-outcome[node]) for w in linspace(0, 1, 100)]) + elif 'weight' in self.edge[node][i] and type(self.edge[node][i]['weight'])==float and self.edge[node][i]['weight']<=0: + tot *=((1.0-abs(self.node[i]['weight'][node]))**(1-outcome[node])) + + pr[i]=1-mean(tot) if outcome[i]==1 else 1-(1-mean(tot)) + p_out *=pr[i] + + self.Set(outcome, p_out) + + def add_nodes_from(self, nodes, **attr): + H=copy.deepcopy(self) + self.clear() + if not H.nodes(): + DiGraph.add_nodes_from(self, nodes, **attr) + + self.names=names=sorted(nodes) + for i, n in enumerate(self.names): + self.node[i]={'name': n, 'pmf': Pmf()} + self.node[i]['pmf'].Set(1,self.p) + self.node[i]['pmf'].Set(0, 1-self.p) + self.remove_node(n) + self.edge[i]={} + self.indep_vars+=[i] + self.SetProbs() + return + DiGraph.add_nodes_from(self, nodes, **attr) + #ind_vars=[var for var in H.indep_vars] + #DiGraph.add_nodes_from(self, ind_vars) + self.names=names=sorted(set(H.names + nodes)) + for i, n in enumerate(names): + try: + self.node[i], self.edge[i]=H.node[i], H.edge[i] + except: + self.node[i]={'name': n, 'pmf': Pmf()} + self.node[i]['pmf'].Set(1,self.p) + self.node[i]['pmf'].Set(0, 1-self.p) + self.remove_node(n) + self.edge[i]={} + self.indep_vars+=[i] + + self.SetProbs() + + def MakeMixture(self, other, lamb=0.5): + mixed = Joint() #mixing the two probability distributions + for x, p in self.Items(): + mixed.Set(x,lamb * p + (1 - lamb) * other.d[x]) + return mixed + + def KL_divergence(self, other): + """ Compute KL divergence of two BayesNets.""" + try: + return sum(p * log((p /other.d[x])) for x, p in self.Items() if p != 0.0 or p != 0) + except ZeroDivisionError: + return float("inf") + + def JensenShannonDivergence(self, other): + JSD = 0.0 + lamb=0.5 + mix=self.MakeMixture(other=other, lamb=0.5) + JSD=lamb * self.KL_divergence(mix) + lamb * other.KL_divergence(mix) + return JSD diff --git a/thinkbayes.pyc b/thinkbayes.pyc new file mode 100644 index 0000000..40d7494 Binary files /dev/null and b/thinkbayes.pyc differ diff --git a/thinkplot.pyc b/thinkplot.pyc new file mode 100644 index 0000000..797c2c1 Binary files /dev/null and b/thinkplot.pyc differ