{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": true, "input": [ "from pylab import *\n", "%matplotlib inline\n", "from scipy.integrate import odeint\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "# nastavitve za izris grafov (http://matplotlib.org/1.3.1/users/customizing.html)\n", "rc('text', usetex=True)\n", "rc('font', size=12, family='serif', serif=['Computer Modern'])\n", "rc('xtick', labelsize='small')\n", "rc('ytick', labelsize='small')\n", "rc('legend', fontsize='medium')\n", "rc('figure', figsize=(5, 3))\n", "rc('lines', linewidth=2.0)\n", "rc('axes', color_cycle=['k'])" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Grafi II" ] }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "Logaritemsko merilo" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Linearno merilo, kot smo ga uporabljali doslej, ni vedno najbolje prilagojeno za prikaz podatkov. Kadar prikazujemo spremenljivko prek nekaj velikostnih redov, bodo male vrednosti stla\u010dene v okolico izhodi\u0161\u010da. Obi\u010dajno zdravilo za ta problem je logaritemsko merilo. V\u010dasih lahko s transformacijo merila napravimo graf, ki je blizu linearnemu in s tem optimalen za razbiranje vrednosti. Poglejmo si grafa podatkov iz datoteke adrenalin.dat v linearnem (levo) in v logaritemskem (desno) merilu." ] }, { "cell_type": "code", "collapsed": false, "input": [ "podatki=loadtxt('../podatki/adrenalin.dat')\n", "\n", "figure(figsize=(10,3))\n", "\n", "subplot(121)\n", "plot(podatki[:, 0], podatki[:, 1], 'ko', clip_on=False)\n", "xlabel(r'Koncentracija adrenalina ($\\mu$g/l)')\n", "ylabel(r'$F/F_\\textrm{max}$ (\\%)')\n", "yticks(linspace(0, 100, 5))\n", "grid(alpha=0.5)\n", "gca().tick_params(axis='x', pad=8)\n", "\n", "subplot(122)\n", "plot(podatki[:, 0], podatki[:, 1], 'ko', clip_on=False)\n", "xscale('log')\n", "xlabel(r'Koncentracija adrenalina ($\\mu$g/l)')\n", "ylabel(r'$F/F_\\textrm{max}$ (\\%)')\n", "yticks(linspace(0, 100, 5))\n", "grid(alpha=0.5)\n", "gca().tick_params(axis='x', pad=8)\n", "\n", "tight_layout()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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"text": [ "" ] } ], "prompt_number": 2 }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "Ve\u010ddelni grafi" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Velikokrat \u017eelimo prikazati odvisnost ve\u010d razli\u010dnih fizikalnih koli\u010din na enakem intervalu neke druge fizikalne koli\u010dine. V takem primeru vsaka prikazana koli\u010dina potrebuje svoje merilo. Dve merili lahko podamo ob levi in desni stranici okvira. \u0160e raje pa (\u010de je koli\u010din ve\u010d, je to edina mo\u017enost) prika\u017eemo vsako koli\u010dino na svojem grafu tako, da so grafi poravnani en nad drugim. Grafe ozna\u010dimo npr. z (a), (b), (c), ..., da se potem lahko nanje sklicujemo v besedilu \u010dlanka.\n", "\n", "Velikokrat na istem grafu prika\u017eemo obna\u0161anje neke koli\u010dine pri razli\u010dnih vrednostih enaga ali ve\u010d parametrov. Pri tem uporabimo za vsako vrednost parametra druga\u010den tip \u010drte (polna, \u010drtkana, ...). V legendi navedemo vrednosti parametra in jih pove\u017eemo s tipom \u010drte.\n", "\n", "Prika\u017eimo, kako se pri padanju telesa s \u010dasom spreminjajo pot $s$, hitrost $v$ in pospe\u0161ek $a$ pri razli\u010dnih vrednostih parametra zra\u010dnega upora $c$. Podatke izra\u010dunamo tako, da numeri\u010dno re\u0161imo diferencialno ena\u010dbo $a=g-cv^2$." ] }, { "cell_type": "code", "collapsed": false, "input": [ "t=linspace(0, 10, 1000)\n", "y0=array([0, 0])\n", "g=9.81\n", "def podatki(c):\n", " def deriv(Y, t): \n", " return array([Y[1], g - c * Y[1] ** 2])\n", " y=odeint(deriv, y0, t)\n", " return y[:, 0], y[:, 1], g - c * y[:, 1] ** 2 \n", "\n", "s1, v1, a1=podatki(0)\n", "s2, v2, a2=podatki(0.01)\n", "s3, v3, a3=podatki(0.1)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(5, 9))\n", "\n", "ax=subplot(311)\n", "plot(t, s1, t, s2, '--', t, s3, '-.');\n", "ylabel(r'Pot (m)')\n", "ax.xaxis.set_major_formatter(NullFormatter())\n", "grid(alpha=0.5)\n", "legend(('$c=0$', '$c=0.01\\,\\mathrm{m}^{-1}$', '$c=0.1\\,\\mathrm{m}^{-1}$'), loc=9, frameon=True)\n", "annotate('(a)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "ax=subplot(312)\n", "plot(t, v1, t, v2, '--', t, v3, '-.');\n", "ylabel(r'Hitrost (m/s)')\n", "ylim([0,115])\n", "ax.xaxis.set_major_formatter(NullFormatter())\n", "grid(alpha=0.5)\n", "annotate('(b)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "subplot(313)\n", "plot(t, a1, t, a2, '--', t, a3, '-.');\n", "ylabel(r'Pospe\\v sek (m/s$^2$)')\n", "xlabel(r'\\v Cas (s)')\n", "ylim([0,11.5])\n", "grid(alpha=0.5)\n", "annotate('(c)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "subplots_adjust(hspace=0.05)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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WLMkt1MdJyGPs2bMHvXr1Qnx8PBo2bIioqCj88ccfvLs0P3/+PJYtWwaJRAIf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\n2rVr9jHFxcXsI4UQUfn4Tejl0ye3GHQrJJPJoFQq4evri+joaENOIXj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9Xb5XXnkFubm5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\n", "text": [ "" ] } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Namesto razli\u010dnih vrst \u010drt lahko uporabimo tudi barve. Barve so \u0161e posebej primerne, \u010de prikazujemo graf koli\u010dine pri ve\u010d kot treh ali \u0161tirih razli\u010dnih vrednostih parametrov. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(5, 9))\n", "\n", "ax=subplot(311)\n", "plot(t, s1, t, s2, 'r', t, s3, 'b');\n", "ylabel(r'Pot (m)')\n", "ax.xaxis.set_major_formatter(NullFormatter())\n", "grid(alpha=0.5)\n", "legend(('$c=0$', '$c=0.01\\,\\mathrm{m}^{-1}$', '$c=0.1\\,\\mathrm{m}^{-1}$'), loc=9, frameon=True)\n", "annotate('(a)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "ax=subplot(312)\n", "plot(t, v1, t, v2, 'r', t, v3, 'b');\n", "ylabel(r'Hitrost (m/s)')\n", "ylim([0,115])\n", "ax.xaxis.set_major_formatter(NullFormatter())\n", "grid(alpha=0.5)\n", "annotate('(b)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "subplot(313)\n", "plot(t, a1, t, a2, 'r', t, a3, 'b');\n", "ylabel(r'Pospe\\v sek (m/s$^2$)')\n", "xlabel(r'\\v Cas (s)')\n", "ylim([0,11.5])\n", "grid(alpha=0.5)\n", "annotate('(c)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "subplots_adjust(hspace=0.05)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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/ntzcXJo2bcrcuXN5/fXX3a+WeeBAeSdPxeVx+/Yt7+RRUMecqxExToGgGo4d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\nKZxOZ1gNZyjp2hUYPRpYu5ZGnTNnyi2RBB5+mJLt16yhvkXbtgH9+8s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"text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "\u010ce na grafu prika\u017eemo obna\u0161anje neke koli\u010dine pri velikem \u0161tevilu enakomerno razmaknjenih vrednosti parametra, so lahko vse \u010drte enakega tipa. V tem primeru ozna\u010dimo obe skrajni vrednosti parametra, v opisni vrstici pod sliko pa navedemo, kak\u0161en je korak med sosednjima vrednostima parametra. Zaradi preglednosti lahko \u010drte tudi razmaknemo v navpi\u010dni smeri, vendar le, kadar ni va\u017ena absolutna velikost, pa\u010d pa le medsebojna primerjava. Tudi v tem primeru pod sliko navedemo, za koliko smo razmaknili sosednji \u010drti." ] }, { "cell_type": "code", "collapsed": false, "input": [ "for c in linspace(0.01, 0.1, 10):\n", " s, v, a=podatki(c)\n", " plot(t, a, linewidth=1.0) \n", "xlabel(r'\\v Cas (s)')\n", "ylabel(r'Pospe\\v sek (m/s$^2$)')\n", "yscale('log') \n", "annotate(r'$c=0.01\\,\\mathrm{m}^{-1}$', xy=(7, 0.6), xytext=(0.75, 0.9), textcoords='axes fraction', arrowprops=dict(arrowstyle=\"->\", relpos=(0, 1)));\n", "annotate(r'$c=0.1\\,\\mathrm{m}^{-1}$', xy=(5, 0.0015), xytext=(0.3, 0.3), textcoords='axes fraction', arrowprops=dict(arrowstyle=\"->\"));" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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xsLAg5ubmRF9fv03aY//44w+qTKw279+/J48ePSKpqank9u3bJCwsjDx58oRIS0uTfv36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\n1BSDjJqaGpTL5dihQwccO3Ysp2QvTWk4LDBs2DC9OVe5xhZ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QQloaCqqEEGJBFFQJIcSC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\ngg==\n", "text": [ "" ] } ], "prompt_number": 6 }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "Tridimenzionalni grafi" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "V\u010dasih \u017eelimo z grafom prikazati, kako se neka fizikalna koli\u010dina spreminja v odvisnosti od dveh drugih koli\u010din. Kot primer si poglejmo datoteko teren.dat, ki vsebuje podatke o nadmorski vi\u0161ini $z$ v odvisnosti od koordinat $x$ in $y$. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "teren=loadtxt('../podatki/teren.dat');\n", "teren=teren.reshape((25, 25, 3));\n", "x=teren[:, :, 0]\n", "y=teren[:, :, 1]\n", "z=teren[:, :, 2]" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Uporabimo graf z barvno lestvico. Barvni trak ob grafu nam pove, katero nadmorsko vi\u0161ino predstavljajo posamezne barve." ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig=figure(figsize=(5, 5))\n", "ax=fig.add_subplot(111, aspect='equal')\n", "p=pcolor(x, y, z, cmap=\"RdBu_r\", vmin=-0.5, vmax=0.5)\n", "xlabel(r'$x$ (m)');\n", "ylabel(r'$y$ (m)');\n", "divider=make_axes_locatable(ax)\n", "cax=divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "colorbar(p, cax=cax)\n", "cax.set_ylabel(r'$z$ (m)');" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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vax9CoRCmp6cxNTUFXddrpZV2YRInIt9wGiTxcOwphGNP1b5f+eu/2hFT74Jl\nKpVCLBaDbdsAANu2EYlEtsXkcjlomoZ4PI4TJ05gbm6OSZyISKrSgnJKKpWqe18ymYRhGACqNe/R\n0VEA1YQeDodhmmat3FIqlXDy5Mmm+9PIwbz6QUS+5DiO0k1VPB4HUL3AWSqVcO7cOQDV5A4AExMT\nsG0bmUwGKysreOGFF1r34urgSJyIfKNROaUVpqenAWBbmWRpaQlAtR7+6GyVTuiKJL5Vg1peXsbV\nq1dd7g0ReVUryile43o5xTRNJJNJpFIphMPhuhcViIgacSpqNz9wPYlbllW7UKDrOgqFgss9IiKv\nandNvBu5Xk559EqwYRi4cOGCi70hIi87iOUU15P4FsuyEI1Ga1d7H/etuf9U+/r007+P0898cfeG\nevrEz9nTf0gcG+yXtdt7rFfc5tHD8rc/orDs/qHCB/mwcI28ymn3od6gOFblPTgUkv28VE677z16\nWByr9ch/tlCJ1WR/EDvCOFXd3O7Nmzdx8+235c/JJN4ee02e35JOp2t7DuzmT//wn7e8X0TU3UZG\nRjAyMlL7/juvvLpnPJN4m+w1eR6oJvCLFy8CqO761ekpOkTkDxWf1LlVuH5h0zAMTE1NYWhoCJFI\nBKVSye0uEZFHORVH6eYHrtfEk8kkKl7a4pOIupZfErMK15M4EVGrcHYKEZGH+WXutwomcSLyDb+s\nwlTBJE5EvsFyChGRh/HCJhGRhzGJd7HA4aOyuKPHxW32RSONg/6fY791TxS3uSo/ad3ZlH/gen95\nVxz76eIDcax0iX5fQL7s/khEvpT9+GeOiWNDvxMWxR19Iipus29Q1iYABI4rxAo/rwBQkS7RD8i3\nM0BA4VdbZXl8O5bot7DNg7jYxzNJnIiokYM4End9xSYRUat0YsVmJpOBaZoNzz6YmZnZV/uqmMSJ\nyDcqFUfppiqXy8G2bSQSCUQiEWSz2V3jDMOonZPQbkziROQb7T4UwjRN6LoOoHqIzeLi4o6YcrmM\naDSKSER+za0ZTOJE5BvtLqcUCgWEw9UL3KFQCMVicUeMYRiIx+NNvxYpXtgkIt9oVCJ58Mu/x+oH\nf9+258/n8xgeHm5b+7thEici33Aqe5+A1f/p30X/p3+39n05N78jZq9DbGKxGGzbBgDYtr2jZGJZ\nFoBq7dyyLNy4cQNnzpxReg2qmMSJyDcaJXGJvQ6xSSaTtQuWlmVhdHQUQDWhh8PhbQfavPrqq21P\n4ABr4kR3YwVuAAAHXklEQVTkI05lU+mmaqvWbZomSqVS7UzgZDK5LS6dTmNlZQU3btxo/kU1oDke\n2LtR0zRsvP/fZcH35CcDbd7+UBy78eufi+IefPArcZv3fvEbcez9j+Sva+3OmjjW2ZRt+6YF5f/f\nHxqQH0B95JOD8tgnZFf7j/zWE+I2ez71WXFsMPppcSyOyl9X5ZBs1arTJ18J6/TID4tWWgmqsLpS\nfFCyQpuHjxypO6tE0zR89p/9lbgtAPj5f/wXnt++luUUIvKNVpRTvIZJnIh8g0mciMjDmMSJiDyM\nSZyIyMOYxImIPKzCJE5E5F0ciRMReRiTOBGRhzmbTOJERJ7FkXgXky5NVtkMpkd6QC0Arf+I7PmP\ny5dbH35CvpR+484dcez6PflByU5FuOw+IH9ne4/Kl4f3DAyIY6XvbXDwk+I2gyH5ocqO8DMIyD+v\nAOD0CLcpCPaJ22zX4cfipfSqfWgRJnEiIg9jEici8jDpX5Z+wiRORL7BkTgRkYcxiRMReRhXbBIR\nedhBnCfeFcezpdNpmKaJqakpt7vStJt/+49ud0HJD9/9mdtdEPPSe/vWOz9yuwtib9182+0utEy7\nj2cDqgcpm6ZZ90DlyclJAEA2m0W5XN73a5FyPYnn83nk83kkEgkA1RfuZTf/7n+53QUlP3zPQ0nc\nQ+/tW+/82O0uiN18m0lcKpfLwbZtJBIJRCKRXfPV/Pw8nnzySWiahlAo1IqXtSfXk3g8HseVK1cA\nVE+PPnv2rMs9IiKvancSN00Tuq4DAHRdx+Li4o6YTCaDd999t3aIcru5nsQBoFwuY3Z2FuPj4xhQ\nWMFHRPSodifxQqGAcDgMAAiFQigWiztiLMuCaZqYmZlp+vWIOF1kcnLSMQxjx7/HYjEHAG+88XbA\nb7FYrG7+2E97x44d23eOKhQKzvj4eN3YdDrtpNNppfb3oyOzU+pdAEilUsjlctA0DfF4HCdOnMDc\n3FytPr7lvffe60Q3icjDHMdpSTt75atYLAbbtgEAtm0jEolsi0mn04hGoxgbG8Pg4CCWlpZa0qe9\ndCSJp1KpuveZponh4WEAQKlUwsmTJzvRJaK2mZycxNzcnNvdoH3aK18lk0kYhgGgWjYZHR0FUE3o\n4XAY0WgUyWQSALCystKRfOZ6TXxiYgK2bSOTyWBlZQUvvPCC2106sLamRnWbRlO6usnWdFkvyGQy\nyGQynpna2w1TkePxOIDq4LNUKtUuXm4l7rGxMVy/fh3ZbBaapnXm4mbbCzYtNjc35xiG4UxOTrrd\nlYa2amJe6Ovc3Nye9Ua3LC8vO6+//rrjOI6zsLDgLCwsuNyjxs6ePet2FxoyDMOxLMtxHMd56aWX\nOlK7bUYul3OmpqYcx6nWpb3wOegU10fiKrw0p9w0TSSTSaRSKYTD4a4fRU5MTNSmTnUTyZQuUmdZ\nVq0soOs6CoWCyz3aG6ci1+epJO6lH6TXfkm6lWRKF6lLpVK12q9hGJ64FsWpyLvzVBIHvPOD9OIv\nCR08lmUhGo12bGFKM0KhEKanp7G8vOyZ6w6d4LkNsLZ+kFNTU9B1fcd0xG7TLb8ke02b6maNpnRR\nc9LpdO2v224mmYp8UHVdEm92TnknSRJjt/ySdHuyrqfelK5utbCwgKWlJbzxxhtIpVId2Ttjv9Lp\nNC5evAigen1pbGzM5R7Vx6nIe3D7yqqK119/vbZa6rXXXnNmZ2dd7tHe5ubmHNu2Hcdxuv5q+vz8\nvDM4OOjMzs7W+twttn7u3T6DwksWFxcdTdOcwcFBZ3Bw0MlkMm53aU+2bTsLCwtOOp2uzVKhKs1x\nWrTMqQPK5TIMw0CxWEQul+uKEW49hmFgdHS0dlHu9ddfx/PPP+9yr4jIbzyVxImIaDvPzU4hIqL/\nj0mciMjDmMSJiDyMSZyIyMOYxImIPIxJnIjIw5jEqattnVeoqpt3uCRqJSZx6mrZbHZfWysMDw8z\nkdOBwCROXcswDJw4cWJfjx0aGsKtW7da3COi7sMkTh2Xz+dhmiZmZmZgmiaeffbZXeMWFhZw5syZ\n2veGYeALX/gCTNOsHdP1aFv5fH7b46PRKFZWVtr6WojcxiROHVUul2tbCBuGgUQigddee0302GQy\nCV3XEYvFkEgkEIvFsLS0hEQigeeeew7Xrl3bFq/rOizLasfLIOoaXbcVLfnb1taslmXh6aefBlAt\nfeym3ik+j+4pHo1Ga19v7Tu+JRwO7/g3Ir/hSJw6qlwuw7ZtZLPZWr378TLIlnoHQGzt2eY4zrav\nH2fbdm0XSSK/YhKnjkqn05ifn68dfvzoQciPC4fDKJfLte9zuRwsy8L8/HxtW2LDMFAul3Ht2jUs\nLy/j/fffr8XfunULzzzzTFtfD5HbuBUtda18Pg/LsvZ94szMzAwuX77c4l4RdReOxKlrxePxfZ9u\nb5omLly40OIeEXUfJnHqaqlUSnnF5lYJ5qmnnmpHl4i6CsspREQexpE4EZGHMYkTEXkYkzgRkYcx\niRMReRiTOBGRhzGJExF52P8FOrDZWmkO0HEAAAAASUVORK5CYII=\n", "text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Podatke lahko prika\u017eemo tudi z izohipsami. Vsaki od izohips pripi\u0161emo ustrezno nadmorsko vi\u0161ino. V opisni vrstici pod grafom moramo navesti, v katera koli\u010dina je prikazana na grafu in v katerih enotah so podane vrednosti na izohipsah." ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig=figure(figsize=(5, 5))\n", "ax=fig.add_subplot(111, aspect='equal')\n", "rc('contour', negative_linestyle='dashed')\n", "p=contour(x, y, z, colors='k', linewidths=1.0)\n", "xlabel(r'$x$ (m)');\n", "ylabel(r'$y$ (m)');\n", "clabel(p, inline=1, fmt='%.1f');\n", "grid(alpha=0.5)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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AvkkSQnDu3DmMHTuWtTo+ZfLkyfj7779lUten6Ovro7KyEgUFBazXxfXgjVy0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"text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lepa je kombinacija obeh pristopov:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig=figure(figsize=(5, 5))\n", "ax=fig.add_subplot(111, aspect='equal')\n", "contourf(x, y, z, cmap=\"RdBu_r\")\n", "rc('contour', negative_linestyle='solid')\n", "p=contour(x, y, z, colors='k', linewidths=1.0)\n", "xlabel(r'$x$ (m)');\n", "ylabel(r'$y$ (m)');\n", "clabel(p, inline=1, fmt='%.1f');" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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EcWEBZtqKZG4mKXEZOvZIPWQyOXITU1RF+ToaT71IsqCwEEsLzX5f8edP4Gqv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\nKdO8aUAqlRKDwSAVubACVhfJ8PBw+vXrR3BwMK6uroSGhprFz6lzF0T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"text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pravi tridimenzionalni grafi so zanimivi, saj omogo\u010dajo dobro kvalitativno predstavo o obna\u0161anju prikazane koli\u010dine, vendar iz njih te\u017eje razberemo vrednosti. Nekatera orodja omogo\u010dajo, da tak graf interaktivno vrtimo. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig=figure(figsize=(6, 6))\n", "ax=fig.add_subplot(111, projection='3d')\n", "ax.plot_surface(x, y, z, rstride=1, cstride=1, linewidth=0.5, cmap=\"RdBu_r\")\n", "xlabel(r'$x$ (m)');\n", "ylabel(r'$y$ (m)');\n", "ax.set_zlabel(r'$z$ (m)');\n", "ax.set_zlim([-0.3001,0.5]);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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cOBISEgK+jwSilnTLaun6W5wWi4X4+PiIXYcSauSekJBQqq9Y7V42ffstjz/0\niA/hHnfbsaLHKgUS61ay6ELJD8thqZCuuuJ7P0+fzEFs9NYl0uxoAVePvMxnWyEqJDItytL0MhSI\nev+yuCKEBVyRRFPVJKY2OQk/pxh7sUJQNvR0Op1RoYURqXMZDAZ69erF1KlT6devH1lZWaxfv55n\nnnmGlJSUMh83MTGRe+65hx9//JH09PRIXzYQxdkLZQ1glaa1W94iCxGM83g8Zda+DfbdsWPHuHfM\neOpLJprrissb82QXa1wZJOgMfCedRgKMSEiAjIdct4sMj53mQX7aP8mlgy4OnVjaShIX6+vwkesE\nF+tqs/Pr7dw+ZTrP/CfNp0gkXFGhskC4jZSFCCW167Hb7d5S04rKga0u2QTlSU2rChKu7HErKCjA\nYrFgsVgYOnSoj0C5QGn90Xbs2IEkSXTv3p2ePXuyfPly1eOUF1FJuqH6dEVUWFi3wbQTIvVQulyu\nMgup+1+vgMPhYFyfARjtLvrpawHwrSuTQr2bVIOZGdYGAft/Z8+mpymBTNnJt46TdJYTSVIE02Rk\njkl2Bup8/b0mScdwQx0+dZ1krK4uP636jEdr388t998LVHyRSDCoaSII606MlRrRlJTbebYgnNQ0\nsc3ZMDb+vuNQFMZK64+Wnp7u7QSclZVFnz59KuTao9a9UBqCuRMqss+XsArLmnqm9gJc1mcAwx0G\n3HKxBbvadZxu1liujqtLQ4O66tjfzkLaGmIZFpPM1LgGHDMV8q10ChfFy/E/yKOrXr27RbxkYLC+\nFh/KGfQkgW9eeoM3VrxS5qyOSI6nPwTJiGsxmUyqroho8XlGKugUamqaEPKpqGBlVRYrhCJ2U1p/\ntBkzZpCdnU1aWhr79u3j7rvvrpBrjUpLF0p+uUNxJ0QK/i90JIRxZlw+jl7Hsvk8PwsXEgf1hdyX\n2BiLTsfb+Rm006vP6LIEVl0xAcXp9EyKTeWQy8YHtlMkuQyclJwMkmoFPW+qLoauxPOl6xQX6FN4\nb/5SmrRoztjx41S3r0iCDQUiF1hcQ7AuCEoBbqUmQmWhqKiIzMxMcnNzyc3NJS8vj/z8fE6dOoXT\n6WTy5MkRPZ//CsFut3ubpkL0q6ZBIMEXFBSEpDBWUn+0xMREn27AFYWoJN1g7gV/d0IorXvKQxxC\n+1ZA+JTKCuU13DJ5Gq6NP6DTmciTZKbG16O16czDtN9lZ0hMcsAxZFnGIgXeZ2NDDLdYG/J64TEk\nuXS/dRumArSuAAAgAElEQVRdHP/IhXziyqCPIZGF02+hTr26nDt4cJnvqzIRzBWh5vOE0MpMy4NT\np07x7JNPsO2rddSPNVHLbCTWbCLfbmfH0VMYJIn2dZOJNxnpv/AJXnnvQ3r26hXRa/CHECgXY3E2\nNfQsLCyMCllHiFLShUCydLvdPo0iQ23dE652gr8IOFBua/rAgQNsWvU+N8XXZ17eQe5NaExzY4zv\nOZAwqNzTH64CmutjAj6H4nu04+F8SxLpRScZqq8T9Bpkj4dC3FgMOvZTgN3pYuzFl/D2mg8D2lRX\nZwTzeZbUkFFJNOHi1KlTjLtoKMm4MOv1NI4zE2PQ4/R4OJ5bwM6TWcSajNw1sCs9GhT/DjN6d+DJ\n26Zz0G3grY8/o06d4L9PeaEWrAxFNS2UPmlVmQ8cLV0jIIpJV4nKdCeInFXxUJrNZh/lpHAgHpzh\n/QZwW1wqr7lO0sRkoanBt7w3R3aRoJImBvCjM5+RMbWDXzcwxJJELm4227Lor1N3M/wi5zLUnESq\nwcR6WxZ3JDTmqMvGneMm8vPp40EJqTpbQ8paf/+GjMGUwZQl4qFi6YInWfXaK/RuUJtHzu8d8P20\n979m+ZjziDcbeeb7X3lp6x/MH9aHOnGxPHlhf47k5jP9gkEkt+3Iy2+urJDuJP4oi2qaf5+06qSa\nFk2WbtQG0pTlgMry2orUTnC73eTm5noJV+SslkU7IRieW7yYNpKJj1xZ3NW8BQmS3pvWJbCxMId2\nevUHy45Mik6dkF2yTKK++LtLLSnEm3XskvMDt/PI7PMU0c+SSDOjBYtOz2GXjQaGGC7SJXDT1deG\nfX/VCcoyU6vV6i0zVSv2sNlspVaC7f7nH644byDGP78j2WzkwSE9A7Z5/OttjO3QgnrxscSaireZ\nd2FfFm/+jblfb8clyzRMiOOVMefR15NH91bNuPf2WytuEIIg2Nj4N68UsqRVVbzib+lGi4A5RCnp\nqlkiFoslrLSmUEnXbreTk5MTIFYTCRQVFfHqM8/jMEpMbdKEArdMfV3gxPGXq5AWBnWfcawueABk\nhzOfjgq/8FWWOmQY7RyVfTVwfyKPkbFn/MVjY2uzxnYKgE5GK3988iU7d+70fl/VgbRIQbghlJVg\nyrH0rwQTkX+Xy8WdN0znsalX8fyl/fn0l90sGN4fg98zuOXAMdweGNGuqc/n9eOtPDW8P2M6tuCm\nT75lygdfcfMX33Gg0Mb/Jl/K7u++pkPTRvzxxx/lur/yLPuVJbhibIIVr4hYirCOK/O5iJZWPRCl\npOsv/h0fH1+hrXQKCgq85zOZTCQmJvoUCZSXfC7q358Yg44xDerTPi6etRkZ9DQGNtjzIGFWCZYd\ndNlIUdFgEPibQroYz1gBOkliujWV3/S55MjFPnC7R+YEdjqZzpzXIunpZU7ga3txueRVMXWZNnxk\nWPcYLRDLZ/GbxsTEEBMTEyC28tdffzG0RyeGxtpYPmk4T63dwuSe7akf72ttFdidpO34mwcG9wh6\nzm71a1M3PhZLjJnh7ZvzwAV9aZqcwPIrL6Bt3VrcdfU4Lhp0TsXddIiozqpp0eTTjUrSVSbHizLS\ncFESYQp3giiBFeWYkST3dV98wZGDB7m8QQMG1iq2MvcXFtLYz59rk2XMQX6uzY4cOhuDP3Cy5CHR\nz/VgknTMiqvPt7rTOGSZrZ4cRqtkRQw0JbDTVYRDlonV6ema4+LhO+4M2E5U451tEMttZZmywWDg\nmtGX8J9JF3FOy4bM+O/n/Hn8NBsPZzD32594eOMOHvhqG3M27mDc/75EliS+2HUw6DnW7jpA3cR4\n0iZcyOZ9x9i09zAAMUYDL44bisWo56KmiUweN6aybjsk+KuBCR90ZaimqbkXNEu3AhEXFxdWalZJ\n8H8I1LRvg2VDhGvput1urh03jmG163JZ3VTv52aPFODP/c6WQweD+kOVo5NpqFN3dciyjFVS71IQ\nrzMwNS6Vz6QMMrHTwhh4fEmSuCK2Dm8UFSs29TYl8P2b/+PQoUM+2+Xl5Xl9n+K8ZxuE2Eq/rp2Z\nP3oIm/Yc4do3P+d0oZ2XrrqARWMGs3D0YBaPHcIz44Yy/9JBtK6bzH8nj6TQoGfmx9/w67HTPsfM\nLLTxzh97uWNIDyRJ4slR5/DK5t/YeaJ4dRFnNrF09BA2/nWAbhY3t069ripuPSSI90Cv14esmiZK\nuctLwhrpVjB0Oh0xMcXpUeX9sfxJNFLat6Hg6lGjaGA2M7NxE+9nO/PzaWkMTP36xVVImyBBNIte\nF0DSAn+6C2kZxA8MkKo30dpoIb6E9jEN9GZq6Q3sdRV3ihijS+K6YcODrg4EzkaFsGsnjGdAkxTe\n2PonObKbV2eOoUmteFITAt1Bz32zg4m926PX6ZjcrxMvXnUhn+0/woyPNnKqoHgs70/fxtOjh6D/\nd3lu1OtZdsUwnli/jYy84pTEFKuFJ0eeQ/qfe2npyuL+W8omsF0VlWLBVNNMJpOPalq4FYTRnDIW\nlaTrj/K80EorVa10OJTgXFktXY/Hw5YtW9i2dTOtYn3dFZ+fzKCHIfAFdkvFVWb+yJKdJJWQ+feb\nXEhHfcmrgjzJTVKsiWMue9Btxlrq8Km92EqL1xloe6qQhXPmer83mUxe/56AmkJYtOjkqhHVyrfe\n4sct32Mwm3lh8khuvrAfj72/gWn9O6se4/djpxncurH37ziziUdHnsOCsUN4etufTFi1jqt6tic1\nwZcsrGYjSy4bxJ0fbaTQUZxH3LhWArMv6MP63/fQMO8os2+/JdK3XG6URO5Kf3BFqKZp2QuVgEjP\n2m6326cjQkUF5wSxjxt+Ea1rJdAn0Vd8JsNmp5HeNz/TJctYgvxUW515tJWCk2oRbuqoZEJ4r8fj\nwYaHG+s3YbX7dNDtzJKOITFJfG4r3qavIZ4vXvo/Tp8u/tvtdnPP7Ee4+5HHmTN/IR99/CkOhyNA\nrDxauyIcPnyYZx9/hLTpo3nm2hGkxMciyzKncwvoUD8wP/qz3/cwpE1j1eenYVI8T112Lh5Jz7p/\n1H29teMsPD5iINPeWeedpDqk1mZ6/86s2bGT5NP7eOTu2yN7k5WIklLT/P3Baqlp0ezTjcriCDHQ\nSknF8pKjqEwKR1ErVEtX5BSPHDaMjnWS0LmhV4KvELmFwIqfH+35NNOpV5sdws55+uBdIqyllHHu\nc9loYokhTm/gvFrJpGdlMdSsXjjRwxDH944cttlzaGKwcKmUyI2jr+Dpt99i8QsvMXzyLaTUTUWW\nZfb9/Tvzl/0fclE+SXEWBvbtw7nnnhO09LS0xoNVCVmWOX9gP+4Y3o9+Csv1mc83M757G9V9Vv2y\nm5fGB5cFXPzVj8wdM5jD2fk8tn4rjwwLVLRqlpzAvUN7c/3Ktdx1Xi9W/ryTHLuTbq0b88GOvym0\n/47bLfPE0udKvP5omNTCUU2DYjWw5ORkioqKiIsLXCEqkZaWRosWLdi7dy/Tp09X/R7gxx9/5OWX\nX47czfkhai1diEyfNGW5Y7h90gSCXYfH4/G2ujl27BinDu5j/qDuGGWIUfhS/8zLo5FfQMzj8fCl\nI5vjbgdfO7PZLOfxg5zHZmcuO1z5OGQZI+oEtc9VRCN9ybnEv7gKuLhWcdnp8KTaHNQ7KJRdqtvK\ngEuC7boCNutzed91kiOHDnLtxGsZd/vDpPwbDNTpdLTs0IVLrr+Rln0H8+0P2/l+91HunvMEc55Y\nyBdfrsPpdIbUsqc6EEbPzh1oVCueyX5pX1t2HeT8Nk0Ctt91IpNmyfHEGIPbNPuy8unboiFX9GxH\n89TaPL/pF9XtujWsg9Vk5JEvt7Dgukv47+0TeGrScJrUTeHRay9h4/q1jBp+YUj3UdETWWWrpgHc\ncccdtGzZkpycHN58800OHlRfOZTWHy09PZ1hw4Yxffp0kpKSgjaujARqLOm6XC5vdgIUW7jh9kkr\naR+R5yt0Gob278eN3duSY3dS3+RLiF9mnqKHwerdb5sjj6eLjiFb9Izr0YLzuzSiT/t6dG1bl07t\n69CkVRJOk8R/XCfY77YFnPtHdz6dgyiSCWR4nDSOsXjvY1r9Rqx0nlLd9htnDpfVTyXVEsOsRk1Z\n1LY9y9t3wnj0EM/Pvo3v1n7s46/9/O1X+WbNe9yzZAXnjBjDmBvv5aLpd5FtTeWJ59OYdtOtPDb/\nSTIyMkpdWlZV48rhw4bSrVl9RnRvg8lwZoJ8f9ufDG6l7j5YuG4rs87pGvSY72z/i0u6tvLuO2Nw\ndwpkmde3/Rmw7Ue/76Fh/RRa1a/Nsaw8oPh3WnLtxfznyy1sfvpOktz5PPXk/PLearWFf2qaMm1z\n//79ZGZmsmPHDmbMmEHTpk1p27ZtQNeH0vqj7d2716u126JFC/bs2RPy9QkrPNRnMyrdC+WBv1iN\nTqdDluVyzc7ByN/tdpOfn+8l9hefe5ZudWsxqlVjFmz+jUEJvm6BkzYHDc212OLIY5Mrj/4t6rG8\nU2du//pHOtcK7If2S2Y2lzRtwJgmDVn8699syspluC6J2v/6hLM9Thrqg9fvuz0e7Phec0NTDK3j\nrPxWkEdn05l2RnaPzF+eQqbWaU6buDheOHqQ+xu3QC9JjKlTj/f37cXlsPHy3HvIy8kkO/M0HXv2\nZeacp3zGVljBR/btZvfOv+h2yURe/WgduRmHqVcrkUtHDKddu3Y+y0v/FUllVcItWbyIlkkmsnLy\nmDX0jJbCgVPZLP38e+olxLH16GmcDgcGnYTZZMTucJCRV0hta3A/+4e/7ebdm8b7fDZ39GDuX72B\nz/7ax4j2zQE4kp3Hmp0HWXX3RHIKbUx85n98ct81AKQmxTOmd3uWfvg1K26ewPmzX6Bvv/4MGjKk\nWrlmKgLK+9uwYQN79+5l8uTJtGjRgq+//ppdu3ZRu7avn33Pnj1egXK1/mhKd8P69euZMGFCiddw\n7NgxMjIyyM3NJTMz09u5okuXLtSvX7/EeFBUkq7SpwtlyxrwF6sxGo3e9LBIQinCI7q9/velZbw9\n6lwADmTm0bJxXZ99TthtLJGO07NxbZZ36YxOp8Mly9S2qLsINp88zcC6tTHpdDzYrQM5DgdP/vQX\nuiKZ4bpaxEjBU8mg2J/bTCXf+ao6qTxcsJuO8hldiU/sp7mmSUMAmlgsGHQ6cl0uEgwGBicl8+me\nv+lz/gj6Dr2EpffOYujoKzl+aD/P3DsLncHAkEuvpGv/4ntf+ewCJJ3ELfOfQ6fTUe+KqwHIz83h\ng2/T2fXcMmIMeu6783ZatmwZIMAifiuhE6v0B0eKcDZt2sS29M95YOJIvt/2ExaTkRM5+Tz0/jcY\nzGZ6t2nK09ePxC17cMuy979Pf/QN7Zvrmfre14xo3Zhxfj7fHw8ep1fLxhj0gWL6T44dwk0r15Ic\nY6Znk3o89OVW/u/mYn3XxNgYpg/rzePvb+ChsUMAuObcbkx6/l3Gn9udl24az5XXX8O7az6lTZs2\nPopplZUyVhWpaTqdjtatW5OQkMAHH3yA2+1m27ZtdO6snlFSGvbu3UtKSopX4DzYNn///Te7d+/G\narXSpEkTGjRoQE5ODm+99Rb5+fmMHj2aAQMGqI5FVJKuQFlIVwSxxPJXdKH1d8yX9zqCafp2bNGM\nW3q0I9FsKi5YQOez39LD+2mTmsSCgd18/Fbbjp+mdbx6gGBXXh7XtDxTz59oMrGgb1f25+Wz4Ke/\nsJQyLL+4ChilKMoQMEg6Jtatz7snMphgrkuu7OKY5KSrwjKfVL8hzxzazyNNi5fJV9VrwAMX9yel\nQyem3j+PBs1aerfNOpnBD+mfsXHNu+zfvZPGzVtx24IXAvxzcQmJ1G7YlG+/WMP1983j1Y/Xk3f8\nVfp178LY0ZdhtVq93Q/Eb64m0ajUyQ0Hp0+f5rF772D90vuZ+uRyFo4dwpRX1lAruRaPT7ucp1d9\nyZTBXTGp5G7/fvAY799zNR7g9Y0/M/nddKb3bMuAlo0AeGnzHzw/Ud0Hq9NJPDvhAqa++gmvbfuT\nm0f0J0lhMY/u04E12/9i74lMWtRLRpIknr1+JNNeeIdP5tzADSPOYcLYy9jw/Q/e9KlwFdOqO9QI\nXrgh+vfvH7B9af3RBFasWOFtwx4Mx44do1+/fowYMSLgOyF/+s0337Bu3TpvSyAlotanqxzsUMRq\ncnNzkWUZvV5PYmKiV6wmkktVj6e4KaV/nu/+/ftpoPdwcYtiS3HDweO0sxS/FG6Ph2ePHKQo1sCV\nbZsFEMUPJ07TLgjp6nU6rCovfrP4OAY1rIsjVscmR27Q6z3pcdLQrJ4V0dkaj9Gs55jLzqeOTO5s\n2cLn+0YxMcTo9WQ5i1cNPeITSbHbmXTrAz6EC1CrTl3OGTGGnKxMpt4zlz7nX8Syh+9g8Z3T+H7d\np96J8Lu1n7D2f69xx6KXqdugEeeNvZpLb3yAwlpNueexBcyeO48dP/3kHSOz2RwQYFHmeoaTluZ2\nuzl/QB9WPjyL3/ccYv/xUzz62WYenXI5L9w0gSZ1kzlw/CSdm9YP2Dc7v5Dm9esUC6TrdEw5rwdv\n3DKOzRnZTH5nPVv2HiE1KYHEWPUxBzAZ9Nw6rDd/nczm3H/dDEosvvZi7ln5pffvOglWxvXrxBPv\nruWu0UPo0jSVcaNG+KiCCYggZUX5x6uyXU9pGDZsGHv37gUC+6MJrFixggceeAAgINCmxMCBA0lO\nTi4x33zQoEH07dtX9buoJV0o/cdVE6tJSEjwliUqjxGJAguXy+Vti6LM8x0xeCCXtjqTavTxP0c4\nNykZpyzz1OF9XNK3LUa9jna1Alun788toHmcejAsvgS91Z35+Tw1uAcH42U2qxCvy+Mh1+NW2fMM\npqU24l3XKZwmaBQT6Ia4vmEjnj1yJlo8s2ETFk26lKdun8aX7/3XKyh/YNffPHPfTdww5yk69hnA\nwOGXccsTz3LjvGewF+bzwuzbePDay9iy7hNunPcMRr8AY7N2nbhs5t2cdnh4fOky7p49hz/+/DMg\nwKImQ+hfnFEa4Zx37gCW3DSJOrUSuf2F//LqvVN4/d4ptGpY7Ar688Axuv07efrjmc++56oBvsta\ni8nInPFDWT5rDAs2/ozZUPor9+p3v7H0hiu44ZU1Ad8lx8Uyrn9HFn/ynfezq8/pxp/7j3HwZBYv\nzRqHx1HEbTOneavAlPBXTIumghUBtdhJaaua0vqjrV+/nhtuuIHmzZuTnJxMVlZWqefX6XQ4HA4O\nHDjA4cOHycjI4Mcff/Rul5gYGIeBs9i94B/EEi9kRczC/ir7cXFxXmJ/5aUX0bvcDFVYRvmFdix1\ndDxxaB83nN+dfk3r8/5vu7GqpBi53R7MKiW6NpeLeEPw0t0Ct5taZhOPn9ONe77ZgclWQE9FJsM+\nl40OcfFB9weI1xuobTLRSaXEFaC+OYYYvY7TDgcpJhMtLbG0tFjo0Gcg8YlJpM27nyMH95GXncUT\nr71PnF8hSKw1jvMuu5IDu/4mtVlL3E4Hi++YyvljJ9Jr8AU+23706jIknZ6Z857F5XTw4cerWPne\nB9w4bTJt2xT7TUvrFuEvVO4vxn306FHqWQwM7tqG0XNepGurJnRq5kuwT779GY9fqZ5/+/fR0zxy\n+RDV75LjYmlUrzYp9eqw7Osd3HSeuurYodM5OIGhXduw7uddbPhjD0M6+q4crhrYlWueX8XhzBwa\nJRe/2EuvG8GMFR/w4UNTeWTChTzy3y94ednzzLr5jCZvbGysz5ioibdHW680SZJCLowoqT/asGHD\nQp54xLjIssyaNWvYtm0beXl52O12fvnlF+8xgyFqSVfZNkRNrEYZxIqLiwuqnVAeS1foNAgVMkmS\nSEhI8B7T4XDw6rOLaJuS4CXUXLuDeL2exw/t5YER/eiYWhxltejVZ2pTkAd/y6lM2iYEJ81Y85kq\ntEWDenDPtz9jthfR6d/qtV8oYkytusF296JQ52GzLZ9g+lbTGjXhxUP7ebhJKwBuatiEW5+aQ9rP\nBzmydxdxiYl06nMOry2ai62wgGFXXE23AWf6rT0/+1Y69xvEwBHFlofDbuOr1StZdNtkug48jwvH\nX8tHry7D5XRx6bRiAjEYTQwaOwmH3cara97FmfkmN02b7E0JAvVuEf59wfzbt4+8cCjvzZnFmDnL\naNesMZf3aR9wvx6Ph8a1A4tRTmTn0bROUlCi2vrPQbq3bMQdlw3h0ZVfsOzr7dx0XmBPtBc2/syC\nyZcC8OjE4Yyel8Y5bZth8Jtgl1w3gmkvvc+Hd08qHhOdDo/sYtTj/8f1Q/vQo2VDVr3xHzp17kr3\nnj29YyL6yJnNZh8CjkTBSlW5F6pKS7ewsJA//viDBx54gKKiInJzc/n8889L3S+q3QsCykBBWcVq\nyqMQppR9BAIezLEXns/Ynu3olHLmJX3ll938lV/A/DGDvIR7qqCIZHOgqyCzyE7tGPXMhZ+zc2gb\nxNfrkGVq+e236NxufG8sYue/wuVZkkyqKbhvEeCk00HtBAvj2zVlVcYx1W3qmc3E6PSc/Nfar2sy\n0ychibtG9COpdh2uufNhup9zHjc//gyzHn2ao/t2s+Tumbw49x7m3TCRgReP8RIugMkcw/CJU7j9\n6TTiEhK5f9Il/LZ1s5dwlTCZYxh8+bV0v/RqJk6dydz5CwL61gkICVAh0egvxr192zZ6t27M3ctX\n8cy9szhx8hTndmrlc4yvf/6L/irFEABLP/2OiQM6Bh3Ll9bvYOK/xRWPXHUR2Rj5z3e/+WyTmV9E\nRoGNhv+Sutlo4MnJlzFtxUcBx6uTYGVM344sWPMts/+XzpS0j5l747XEJySQrYuhQNZhszuYfdet\nHDum/tupibcHK1hRirdXtSvCn9xD7QQcaZjNZkaPHo3RaCQ5OZmmTZty7bWld1eJatL1V/cPR6xG\niVCJ11/2UZQfKvf/9ZdfSJEL2fbPIUa1LF6i2lxutmSc4t3rL6GJwn+77p+DdEkOtJ6+OZJBt2R1\nv9DRIhtNreoP2o+nMmmbFGgFLzm3G+mGAnbKNuyl+HMBthblMap5Ay5oWI8/3bagL9uURo1ZfvyM\n1OP0+o0pOnacLv2H+GxnjU9gxKSp3PjYUo4e2Is1sRbfr12DTYUo9Xo9Bfm5dOw9kJ7nXcTTt08h\n+1RGwHayLPPKvPuY8thz1B84ilsemMOnX6wt8b7UKp7umDWdk3mFzJ11DS63m45NUgMstv/7YjNX\nDuikesyDp3Pp3CQwE0Sg0G6nXlKC9/yPTRrOIZuTN7ec6Qqx5MsfmD3et/lnt+YNaNEolbU/7wo4\n5tBOLfho21+MH3khnzzzML07tGb+zKv4evtvvPPUg7wx/14cThfjR4/0cYGVNCbKAgQ18XaR416d\nFOSqytJ1Op389ttvPPfcc7zzzju88MILPPzww0DJ0qZnBemWR6ymLEshkQ7mb0mr9da6dvQlLLhi\nKG6ni9qWGDweD3O3/EbD5CTqxfs+INsPnaBTilrxQy5tgtSTm/S6gLYw3uNl59AhMXA/nU7Hc4O7\n867zNE1CaDW001FEv/p1kCSJ8a0b89ZJdYuprslMgtHIcXvxhBdvMDCkVgrzrhjKgX/+9tk2+/Qp\nFt4xlWkPP8WNTzzPhROnsfzRu/jfC0/5PKjfff4RB/7ZxehZ93Lu6Ilcfd8TvLn4UT5+7UWf46U9\nejcXXXMDteqmkpzagOE3PsjWIzncfPf9HD16tNR7BFi9+j2QJO6bMoG+ndux+LVVzLjYt1ODLMuY\n9BLJcYEv9/6MTBrXig/6LK3/9R+G9vQla0mSmH/NJezKLeLdbX9RYHfwz8lsOjVrELD/Q+OG8fza\nrThcZ8qz7U4Xd761jhWzb2LZh2eqq1o1TqVBSiJbfvubTi2bcsmgviTGWbl46HlletbVxNuDtekR\nAbnKsoCri9jN6dOn2bp1Ky1btkSWZex2e0gNFaKWdJUPkKjRNxgMZW5MqURJM7Ysy+Tn51NUVKyD\nqrSk/R/m22+cxfRB3TiSnUvzf9u3vPjLLgb3bEeduMAsgIy8QuqoFECcLrJT36LuAvC4g1/rEbud\n5kFcDzqdjhb1ktjrduAs4SVxezwUKKzhAfVqcxAnriD7XFO/IWkZR7x/X1W3PkaHi3cWzWXhrZNZ\n+783OHpgL8/Nvo2Zjy4ltUlxOlST1u25ecFLtOvZj6fvmMpX769kx7fp/Lr1O8bf8Yh3bJPq1GP6\nvOdIqpPKoluv48SRA3z+VhoNW3egVXff1JxO51xA30k389gLr/Dsspe8WRTB8PhDD7L4zukM6dWl\n2M/psFPPL5Pkv1/9wHkdmqnuv3jNt0we0j3o8V/f9DsTVMqCJUniqetHsfnwSWa89im3jxmiur/R\noOepqWOY+vKH3s9uf+0z7rluLL3atyQhNoZf/tl/5n5mTODR5SsBmDNjAonxcQzo0ZG+PYNfY0lQ\n08ZVS9UTEHnqleWKqCrSTUpK4tZbb2X8+PFMnjyZ2bNns2DBAoASV9hRG0gTM4tATExM2FKMygRy\nNSgLKyRJwmq1+rTHVvqFc3Jy+GXjOubddiV3rVzLVU1SWX/gGAWWGFrVr40tO7ALb7zZpHrdFoN6\nBPmkzUbjEoJoJoMeY5DAHIALuOnczry5dQ9TktWXxLuKCmidfOYckiRxbdtmLPv9ALc1ahqwfW2T\niXy3m4cP78Zk0CMDteJi2LnjB5Z8uZ3P33mNhXfO5MJx15BUOzCA16nfIDr0OYe3n53Px//9P+5/\n+X8BD64kSfS5aDTt+w7mP4/dRW52Fvelvad6/TGxVoZedwvP3HoNP/7xNzOvuYqB/fsFbHfn7bcx\nbezFjDi3WOXr+bc/YsyAMwR57HQ28975kl/3HqJt88Z8/Ov7uN0yLpcTvQSJsRZ2HTxCy3rDVa9D\nlmXMJjNJKhayuKcXZo2jyy0LqZMUmDIo0LlpKp1aNeWT7X9xPK+Idu3acE7X4kDfEzMnMP6hpXyx\ndHPL3cUAACAASURBVDYAsTFmJl4wkKff/IC7rhnDg1Ou4L9rv6dP57ZcMXYM773/QdDzhAJlQA58\nOwQLiCAlFBNQJKsGq7oTsFA1zMjIYPXq1fTo0YP69euzf/9+Tp06xfXXX1+i8mFUWroej4fs7Gzv\n7Crag4T7Y5YUTPMvrEhISPAhXH/079KRpydcgCRJnMrKwwOsPnCMpddfwhe/7KK3n/aqzeXConLd\nsiwTE2S2/C7jNB2CpHEBxJaQSgbFItkDmtZHTjSxI1+9eOKbvGzGKWQMAbrVrkWewYNNxXLclpNN\nw5R4EhIsLB89iLTRg3ht9GAax1t45rpLObxnF3NefR9HUQHP3jOTQpXznji0n2MH93HTU2m8MucO\nDu4KFIABsMRacTqd9Bh6Ca/PuzuoNbUmbQkDxlzN4JmzeW/LH9x232yOHz/u/d7hcLB10wZum3SZ\n97OvfviZS/p05rk1Gxj31Jss/Ph7bp88gQ6tW/Dqwzfz3lP388HTD/Lxs3NYtXg2N08aQ2r9+kx4\n+WMWrNkUcC3vbfmd87u2Vr0+gVfXbeHea8dy92uflmiV3zt6MMu/+pEvf9/LPZMu9X6eYI1l1Lm9\nee2zDd7PJl14Dhu3/0p+YSGDe3RG73Fzw8SxnDp+hEfnzinxesoKEaQUKKljcFk7RISCyvbpit94\n//79rFy5knfffZf58+fz2GOPedPFlJa/P6KSdIW1KSyhSKWoKB8A/8IKs9kcUFjhj/T16+nbLJU2\nqSmcyM0nTq/n0R9+Z+XtxeIZ+09k0dLPd7tp3zG61QksSdyVnUejWHXRlD8LCmgdJIh2osgWNOMB\noNDpIjGmeNJ4bFgv/peTQYHKA5Ipuamvco6ZHVvy3DFf+Ty3x8PqzAwWXtgHo0FPtq04aGPS6xjZ\nugkHjx6m57lDibHEctHVMxh/6/0sf+RONn70P+8xcrMyeX3RHK57eDF1GjVh+vxlfP7GS2xd/0nA\nNbzy2F1cMutezrniOnpdfAXL7ppKYX6ezzbZpzLIOHSQ9gOGIkkSnYdeStvRU3lo6XKeWfYyTqeT\niVddycUDe2P6lzA2//IXB0+cYlbaGtp26MSqRbN54YGb2PrbTi7u1y3gOowGA2+t/ZYnZk3iw0UP\n0KVrV8Y88x4vfLHFu8073//O2CCdJQQ++/kfrh4+iCduvoapy9QtdwCDXo/ZZCI+ITDoOmv0MN5N\n3+wlBEmSWHDDVUx77HkAFt0+mQeeeoE3n57Lqnfe5o3XXy/xmsqDUFwR4XaIgKr36QoO6NWrFxs3\nbiQtLY2VK1eyefNmHnzwQYASM6aiknSh2J0glhSR7pPmnw5mtVpL7AIsSRKyLPPofXdx50XFS9iX\n07fz8/FTLJs5mth/08EsBr23F5bA94dO0CUlcFm56ehJOgRZMuU43aQG8fVuOnGKziUsUzccPUG3\n1BSg+OV4bEQ/Xjx52GebQrcbKUjlVNtaCbiMOnJdZzQrPs06xRVdWqLT6bixVwfmbz6jDTuhQwta\npySxauFsrxVXr1Ezblm0HHthAc/ePYOskydYNvsWrnlwIZZ/CzbMlliun7uUA3//xkcrlniPt/GD\nt2nUtjMNWrYDoEW3Poy5Yy5pD93M4d1ngnZvL3qE4TPv8bn2GGs8AybdSFGjLlx21TUc3L2Le64r\nFpRZu/knJj/6DCsXPsgbj9/NJef29ubGfvrdNkYMCCRdgGOZObRv3ghJkrhscB8+ffYRGrRux2VL\n3uXVDTtIsMZ6f381ZOcX0qRhfUxGI306tKZLh3a8/c1Pqttu+H0P3Tt3pHZyLX7f6zvx6XQ67rv6\nMm5d+qr3s/bNG9Ggdi1+3rWXuFgLt1w5kv/734fcM30Sj855hM2bNwe9rrIi2DtYUtVgSR0iylKm\nXFhYWKqAeaSQnZ1NXl7xBJ+YmEhSUhJOpxOXy4VOp6NBg8BAqD+ilnQhchau0r3gdDoDugCbQ4j0\nPzXvUeonxNK8TrEV8sVve3jwiqG0+jcX1+ZwkaAS4DuUnU8zlaDXzpx8WgdxIQTz9QL8lpdLG5XM\nBYGfs/LoXOdMZ4i2tZNo3jiZbwpyvJ/tKMpnYMPAFjQCN3dpzUsnioNmBW4XPxblcWm7Yj9vy1rx\neHQ6rwvCpNdxQfMGdKxbiyWTzyzjdTodwyZM5srbH+LxGybSb8TlJPr5enU6HaNvvI/k1Aa8Mud2\nTh09zO9bv+Wccdf7bJdcvxHXPvo8n722jK1frmHbuk9p2qk7ibXrqV5/veatOblvJwO6diAxzspT\nr6/m021/0LltK9q38M3DlWWZuNgYLCrPwOmcPBrVTQkQXblyaH8+XvoQG3af4Gh2fokug8UfbuDa\n4YO8f989cSSf/rKHY5k5Aduu+PIHHp11NY/NmsTD/3k/4PvB3TuQW2jjhGLfuVMu54FnXwNg1Lm9\nOXL4KJecN5Dz+vVk5vSpPu6WSKGk91LkBgfLlw6lWaVaU8rSuoOnpaWRnp5eojj5zJkzS723/Px8\nfvjhB/bu3etdVRiNRu8kItwKu3bt4sSJE+pjUOpZqjEiratqt9vJy8srcxfgI0eO8O3X6zi/XTOg\nON+yQ5N6jO7TwbvNl7/+Q7f6KQH7xuh16HWBD6nd5SZehaRlWS4x+pnlcFI3iBQkQKbTSSO/Roh3\nD+rOBnsOmf9WIv1ky2NUs0ZBj9EsIY4Yi5GTDjtvnTzOnQN9l8/XdWrF0wpB7ivbN8cjy1jyTvLr\n9xt8tn33+QVccdtDbF33Ccf27VY9X7+R4zln9ESevu06Rt08W/WlNsdamfjwEg7u+otPX3uBgZdf\nH/T60998Edlh56FpE5g+/0WM8UmMvXAwfTsG+l7f+jSdi/qoC5I/9+5njDtPXdREr9fjRsfCu25g\n3OKVFNrU82T3nMyhV/szZb46nY5n7pzCTf/3sc92X/22mw5tW6HT6UiMszJqUD/+75MNAcebP3MC\ndzz3pvfv+FgLYwf35rmVxQUWS++ezowHnmDFE/dTv3Yywy8cVmp2R0UhlA4Raq4If795aYG00rpG\nQLHYjb/wuRoaNWpEYmIimzZtYtOmTfz999/s3LmTgwcPcuLECbZv387zzz9PQUEB9eqpT/pRS7ol\nlQGHC5FAHhMTU6bCipuun0SS2cjV/Tvx2+ETpO85Sh+/INRXf+yjh18QTZZlLEF8xLogmTa78wpI\nLSGQF2s0lGhpWGPUMyUWjujPy5lH8Xg85HlkTKUIs8zq1JIlRw+Qa4T2dXx7qnWuW4uTRXZveplJ\nr6Nv/dpM7N6W9Ysf8G735uK5dDz3Atr0GsjVDy1m1bNPcPr4EdTw+5aNdBgyglWLHw4aONPpdDgd\ndpp2G8Abj9yCwxbYTUOWZQ5//wWdWjbjtqX/YdRFw7hz2tW8/N/3mDo6UIbv42+2MnKguk7C73sP\nqxK1OE+cNZZ+Xdqx9L4buWrp22TmFfhs8+fBY3Rq1TTg96iXnMQNl4/gvjc/A4qf7xVf/sCcGRO9\n20y5dCifb/0Vh8OXMBvVTaFN0wZs+uWMq6Vts0a8+fkGJj60hJsWvszJzGymPfgkc2+dSoO6tenW\nJTztWSUiUQIcioCRMivi+++/Z968eeTm5pa4Gi2tawTAjBkzfMrIS0Lv3r0ZN24ce/bs4bXXXuPF\nF19kwYIFLFy4kAMHDjB9+nSvwI4aopZ0ITKWrvJHBIiLiytTJsTKt96gf5tGJMaYsJqNPLFuB60b\n1OPCTr4iJSeycmnst+z/MyOLZiqpRDaXi7pBlMU2n8qkaxCfrSzLJAXx9UJxV2E1UR2AOlYLwzo1\nZcWpoyRag5O6QGqsBbPJwPSebVW/H9++OS/+tNP791UdmvPhL7sY064J7yx+hM/eXEF87Xp0O/8S\nAGKscVz98NO8Nf8B8rJ9Vf1PHDrA8SNHOGfCDfS69Br++9hdque0FeZz6sRxBl9/J/0m3syrD87i\n6D7fSq73Hr8Nk17H8excnrjvNi67YDAulwujBLX80vBkWSbOEkOsSmDSZnOQGGsOOjGv/noLQ/+1\nkFs3aUDa3DuYsmw1h06eUa9asmYTky85T3X/i/t3QxdjZcOvu1n/6266tm/rcy6dTsdD0yZw2/Nv\nBux738SRLH7nUw6dOM2UBWms2b6TtKefID45hXdfW862dR+Sb3fw5PK3OHz0OL26dKRVyxZVZvEG\ng9IVIcqUTaYzRsNHH33EokWLWLZsGaNGjeLyyy9nxYoVAX3S9uzZQ1JSsdtPrWtEWSHLMhaLhcmT\nJ7NgwQKeffZZXnzxRZYsWcL48eOJiSm5vD6qSVeJcIhXpIMJiB81VDgcDv7z/BKSE+IY1aUVt763\ngXnTx5OTn0+rer4ZCZI7sCVQ+p7DdEkK9L9+uOcwboeTv3NyOV5kw6bILthjs9MmSI7ub1k5tFEp\n/xXYlpFJG5XKN4HxXVqxy1XEoIZ1gm4j4JJl3AYdab+r95Ia0LAO/2Tlea1Sk15P97rJ1Iu3kLHp\nc376biODr5zms481MYmrHnyK/3vkNmyFZ/KZ3356DudNLQ6KNenSh9b9h/Le048EnPPDZx+n77gZ\nAKQ0bsnI+55m/esv8cMn7wJQmJcLWSeQJPgwbSkdWhUXaKxYuZrLhgTm8L79+QaG9lTXU1i2+nMu\nPz9QLFvgg2+2c+ngM66HhnVr8+b8+7j99c/482BxZZ8Ticb1gvvOH585gee/3Era2i08ND2wfUyP\ndi0xmEz8c8i3UtBiNtG6USpXzXuRRY/OZsmce+nRsR0Ws5m//9mLJEksm/8ItZJTeP/NVzhy4iRN\nGjagdeuWJUoaViWUrgjh/x05ciRTpkwhNTWV/Px83n//fWbOnMny5csr9FrE5CcE9MvaIy2qSTfc\npYx/Oli4qWfXXXk5T82axJff7eBkfiE9O7Wje5tmJPgVO2QX2qifGEiGf5/Kpk1SPB6Ph99P5fDk\njr+5Z8dOPs3IpGmnJvycYOJdez4Ljxxl9t59zNm7n0N5eaw/lalaGbYlK5uOCcF9W99lnKZX/eAv\nOUCbBimsO3qy1Hvf/v/snXVYlOv2/j9DN6iAgmCLid2t6La7xQZRBEFKCYOQkhZFwRbs7u7edncL\nCCICIs3w+2NkYJwZdZ+9zzlff9dZ18UfPO/z1sy8613PWve674/pdDCrhmEFHZK+SHMnCAQCBtQ1\nZdOjV+KxSea12XD1AW7dWiL8+I6Ud6+k9tPVN2SU2yJi3WdSVFDA/lWRmPccgkY5mJRZxz+oVM2M\nQ+VQDVmfPlJQJES/etlyX0Vdkz5OgXxO+8SOEC/WOY7mc2Ymc2ynUKlC2fGOX7jC4K7STnfPmSsM\n7tJaahzg1LW79GrTRO7no6qigs53q5WKutpsCnRn0Z4LBO04TvdWP17WqygrM6FfN1K+5sqNqP1m\nWOIet11i7OaTVyRn5WJUpQp65YqxPk4z8AiMAKBaVSPat2zKgyfP2R2/ipISQFhC65YtsZpm85ej\nwf8Gw1jXrl2JjIykY8eOXLhwgRUrVjBs2DD69+8vMe9XVSP+qpVSiZb+/eq9/7ZO91/VSfseDqah\noSEGdv+VaPnypUvoCQowMzWipKiAGylZzB7Zh0dvEqllIBlN7rv+mHYm0l1Y6dm5LHn0CocrdzlX\nUoyv42i2L7TGtIo+boO7smCUBUunDWajyxi2zx3P5rmWmDeqTYN29Zjz8Alb3iZKtPI++5JNbRnO\nvdTe5RZQSwZRennLE5ZQv5Yx55J/7HhPJ33EqnMzZnVrQdiNRzLn/FHTmEtJZcrCKoqKtKpciczc\nfGqpwuYgD5lL2kpGpgxxmEe081TevXxJvY69peY07TsKoYIy57ZvAGBXpC9tR8+QmicQCGg5bCqK\n2voIhMXoaWsy0KIMLZCekUmVCroof5d2EQpFeW1NGekaoVCIrraWGN/7vZ26fo825rLTLloa6iT4\nu3H49nPqGMsutJS3Q5dvM6hXD3adlg3vqqirjUXbZmw6LiI1T0nPYMHaXcQvCcLL3hoHn8XiuRV0\ndejTtQMbtouKag5Tx7F11x60NDXwnz+Hrt26oqury9kzp2natBleCxby9Kk00c5/22ThdBs0aMD0\n6dPZuXMnHTp0kJj/K6oR/0n7bZ1uqf0VpysLDqampvYvvZ3d7GwItZ9A6Ma9pOTks2T2JAQCAZuP\nX8SivmSb7KVn72leDrmQmZeP+4lrqOlpEeQ4hv0B9iyeOljMQqWspCQh911qQqEQTVUlhrRtxAEf\na8w7NsTt/iMSXr2lUChERVUF9R90o+loqf+wPfhrQSE5RcXM7d+RzS/eUVgsu2BVUlLCp6IidNRU\nMdbTpoKOJinZ0tGugkBA9+pGHHxWxkA2pUkdVl++h3fvdujlZ7LZ301qP4AqNeqgqVeJwiL5Gnbt\nR9uQ8v4NpzevRk1PH11D+RjJt+f3oaWtxYh+PSW+74Clq7EaLEmY/ioxmSkLwigsLODOs9dShbuE\nQ2cY3FU2agFg/eFzjOzZSe52ZSUlalavTsTOY6RnfZE7Ly0ji7xiIXOnTyT+yHm5TGG2w/uw/ex1\ncnLzsA1fx9rIQJSUlGhp3oCSEnjzvoz4x2bsMHYfPk5RURGKior4uc3C1sWDHp07Ure6Cb7eC6hv\nVhdtHS3i169jyPDhDBoyhBMnTvzwGftvSvXk5ub+EL3wM9UIgB07dnD9+nVCQ0PJzJSG68myf7WW\n9Ns73V+xUnawUjiYkpKSBBzsr0bLVpMmYD2gG5rqahy+eht/mzFU+EZs8/h1Io1NJSOYr3kFGHwT\nGDz0PJHZJ64zffwgGlc3ltmTr6EiO4K69jIRsypl6YGh7RpzyM+GVt2b4vXsJUU/aD0sKSlB4ydE\nQPdSRSkDBQUFHPp3IO6x9PIf4EVmNibliLxndW9J6HXZ0e5Qs2ocfF320KsoKtK5WhXuJ6fRSk8F\nVQ1Nzu2Q7o56fusqqOmgV7UWjy9KV5tB9L11t3Lj9vmTGNaVDesCuLFjJXp6euhX0GXGuBES224/\neMyhC9cY4xnCmPkRTPCJJuH0Dd6mZTB1vCVH7r3COmw9E4LWMMQrkqFzQ4jZfYyerWVTPAKUIMBQ\nBlVnqW06fJohvboS6+/JZP9YuWiMlXtPMWf6RBQVFfF1noHt4jiZ8xQVFZk7eQSd7XxwtbOhikHZ\nb8TPeSZOi8rSMAoKCrjbTmX2QhExS+P6dalmXIWT5y+y0G02GxMSiImOwriKESYmJhQVFJCYlExU\nzAqsZ9ixZeu2/3rB7fvntLCw8KckV25ublhYWEhIrZdXeBgxYgTp6em4urrKldn53s6fPy+OoIuK\nin5Kn1lqv73T/ZnD/J4dTE1NDW1tbZk5sl9xunfu3ObRretM6N2F+GPnaVq3Bl2a1hdv11RRkpLX\n1lRW4lNOHi7H/yRZXYNDER48fpdM+3rSxDEZ2TnoacqGv5x+8JImptJFrkGtG7LeaTQZAgHRT97I\nvI8nGVnUlFG0K2/n3qQw+JtkeI+GtXhbLCQlRxp2tfd1EjZdy2BUphV00NBUJz1Xeq6yogKtjPS5\n+K4MhN/DtDJR527h1LUFBQ+v8ObRPRJflEGcCgvyOZ4QS+sJzjQZbMWtY7vJ+ypNFASQl52JmqY2\njy6d5M29a1LbC3K+8uTULmbaTKVRnZqofusOu3bnAZ1GTaNixQpY9OrJ6ogAti4PJSE6CE97K4wM\nDejbvSOedtasD1/Epih/9q+JJmFZKJX0DZm9bCuuSxMoKJCMxG8/eYV5HWlByfK27/x1Blp0pmoV\nQ+Y5TMMqUNqZCoVCbj59RUtzUSGvaf26GBkZcfbmPam5APkFBQgUlahmLElgZKhfkTZNG3Hw9Hnx\nWLvm5hQWFPLmnQie5+VgQ1TMShFGOGAh7h5erI5dThVDQxo2bEh+Xi6537rFFLQNcJ/vTdyqVeJn\n6r9l3zel/Kes9Pk6ceIEK1as4N27d+Tk5LBhwwaJwrw8+22d7q/kdIuKisjKyhKLRcqDg/3qFyYU\nCplkOZY/2jblQ/pn/NbtZkLvsmXkh/QMqnzHlZuYnsXDxBQ8zt8l0HkKnhNFXVlXHr6iZW1pgcOT\nd5/RXA4Z9oP3aTSoKlti59SDFzgM6Uq7Do3xvvtMKjVwNiWdZvo/foMnfc2lerkINmSsBTFP30rN\nSyuBGt+hIBy7t8T3kmyHMK5hTeLuPGPe+VvMOn2DNS8TaVbXlOnbTzKkjhH6FSuxd1kQRd8ihRMb\nYqjzxzhRgUJRkbYTXdgf7inz2Nd2raPOQGtaWc3n2v7NvH98R2L7yXBXhg0eyOEjx3CbNoEPH9MY\nZjuHHScvYmhQieVBC+jYujla5Xgmlq3fwsj+vb4/lejaLl5lzKA+bFoazKjhQ5m8eA1eK7aIo7+Y\n3ccY07uzzH3hGwxNWxuNb7niDi2a0L1zBwLW75GYd/LGfdq0lIzeF86yJmzTAanIWCgUsmTrQQ5t\nXi0R1Zaas9V4YhMkGwIWuczE2ScYAFVVFebaWTPbYyHVTKoyZkh/Nm3ZylxXFypWrEjLFi0pLMjn\nzcsXhPp6IhQoUq9VF7wDFhMeGUVGRsb/aSXgf5dpaWlhbm7O+vXrUVJS4vLlyxJMa/Lst3W6pSbP\n6f4VdrBfTS/MnG6NtqoKDiP6YBWylprGlWlfDhy//tA5utYra4ooKhbimHCUXp1asnexK6aGZXnd\n9KxsTCpJL0GvPHuPuYlsyJZAUQk9TdkYwKsvk2liasiYzs2YPrI77rce86VcFPYyN58GBvKXvAAF\nfAfS19HC0ECPa2llMKLUnDzU1KU/xxr6emjraZMlo/MqNSePjMIirAZ1YdvcCayYPpSgcb0Rqqiw\n5+ErXhzfQc/JjsT7OZPy9gXvX7/CtElZzlS3silVm7Tn2t4EiePm52Tz4fULKpjWQVFJmdZWC7i0\nfTXJ36LmN3evoqVQiJPdTDRUlZkXvhzPiFVEBPqy0G02ulqaEiiGUjt65pJEsa28bTtwnGF9egDQ\nvmVTtsaE0LdfH8YHrMRn9Q6+5hVS/QcFsvgDp+jXraPE2NSRA8ksgkOXborHNh27iNu0CRLzVFVV\nmDNjMk7l+BUA1h04xeD+fahiaEDHti3ZdUSys0pFRRmr0UPwX7pKPGaoX5FOrZqz85BIzr1Tm+YI\nEHL34SNGDRlAeuoHVNVU6N/7D0xMqmJubk7n7t1RUVbh+eMHLHC1588rl7l49RqTp83AZ5E/ycn/\nfEuxLCvv4P8bqhWl/iIvL48JEybQoEEDYmJiGDBgABUqVPjJ3r+505X1Vv0V2XV59qMv8OjRI5D3\nFTPTysxftxsPeytMDCuhVO64l+89pu236DU7rwDrtQcpVlHDZVRfqeNpqinLvP73nzKoVVk2pOVH\nxCmvP2ZQ+xuRTeeGtQiZOQyPO0/5kCNaAioqKaIhpzECRDptOprS/eu+w7qQ8DKRYuG3JVVKOhPK\ntTeXN/vOzQi+8URirKSkhMDL99jpMYmoI2UVeDVlJXqZ12bG4G4oKClxMNCJuq06sdrLgbZWXlLH\nNusxjDcPbvE5paxj7ca+jVTrWdalpaiiSptp3pxLWErqm+fc2RTB6phorGzt+PDxE1MnjmdV1GJM\nqxoTEL6UKaMGS50nOzsHw0oV5OYIVVVV0PmOK6Nru1ZsXxFGrfoNePT6PU9fv5e5L8CBSzcY2KOj\n1PjiufbEn7jKq8QUPnz6TDEKMlvQu7RuRomSMvefvwYgJy+PfeevM3mMiLjHYep41u6QjoYH9erK\n3cfPyC5X8HSYPIYNW/dSWFjI7QePMahUkcl2zrj7BlGvbm3sZznQu5cF+nq6NGnSBIUSIf0GDUZX\nV5fBw0dh0acfwuJinBcEMNxqFpt278fHP4Dnz2W3c/877b8RYbu4uFBcXMzw4cOpXbs22trav+Rn\nfmunC5JRaqlOWnk42I/Ywb4/hjzLyckh2M+bgvw86pkaUdnIGEUFAa3q1ZCYp6mqirqKMimZ2Uxc\nuQ8fZ1sqaGtQ8TviGqFQiKacYllxUZFUTrh0HyWBfBZ+gQCJF0BdYwM2ekxkwe0nPM3Mlnu+Urv9\nMYNOdaSr/woKCozr3JR1T14D8Cgzm3Yy0iIAdQ0rgIoSX8oVFA69/kD31g0x1dfD1LACL1I+ibdZ\nd2/JlrM3uBzhgom2Mk+vXaRIQQFkvPsEAgHtJs/hcLQvIMr7vnt8l8r1JJfgSqrqtLHx4WDQbOyn\nTSV+81ZUVJQ5uHUDrVuUMYU9fvaMzm2k23uDlq+R6YwB9p84Q5e2sluCAa7fe8jKcH+81+5i79kr\nUtuFQiE62tqoy+hYUlRUZGWgFw5L4lm28ygedlPknifAxRbPFZsBWBy/B7dZZUQtSkpKOE+fjHtw\ntMQ+AoGAhY42zPqWUgDILyhEWVmJ9oMmsOXIOXoNHEpwUCBZ+UXUa96GQUOH03fQUB49eUJURBjG\nxsYIhEWYmZlRUljAkwd3WRgcQXxsFNGBCxk1dQaW9m7sPnaauV7zuXVLNlva37X/K6kMTU1NsZMd\nOnQo5ubmv3RN/9843aKiIrFO2l+Fg/0svTCw7x8s95/Hx9SPXHuZhM9sGzbsOsjAdmUPfHZOHoba\nGjxJ/sTMTSeID/OmYZ0aKMg45vUnrzEzlp1CqCin2+zai0TM5ETAAFpq0lFwRS0NDgfYEvn0FRqK\nP/4crn1Ip38zM5nbhrSox62sLyRm51D4k8/TtnNTQq+Lot3sgkIOvE7CcYAospszqDN+ey+I56op\nK9HRrBrHbj0h3mUCGQ+v0GSMKxdXB8o8trpOBRr9MYoTq0K4fWgrRh0HyZxXkPuVpg3q8jkjgy3b\nd+Ln7irxOzh94RKtmzSS+du4efcBXWQ4Y4CNe44wvI+F3Hv/mJ5J62bmxC9dzOUn71m0epvE9rV7\njzOgh/x8r56ONmFeThy5cgfzevKJz3W0tbAeMwyn8FU8fJNExzYtJbZ369CGj58z+fAxTWK8ri63\niQAAIABJREFUYd3a6Olo8+j5S879eZPRszyY6+lB27ZtsBw3jtYtW2LRvTuaGuooKSnh6emJ25w5\nGBoZs37jVk4cP87p02c4tH8fVy9fZOjwUcx3msn4qTMYM9EKT7upHNi+mSHjJlO9QVNsZzkyevwk\njh0//o+lAb4/Tin07f+CySO4+d5+a6dbPqeTn58vEw72d817wXz6dG7H8fOXSMvKZmWAFwoKCuRk\nZ2NSjnx86+krKCLE+9BV9kQHYFhRj6SPn6hlYiR1zOM37tOqpnSxLDUzGx0V2V/J2cdvaFtXNvNX\nSka2RL64vKkoKTG4Y1PupmXwKlM2AgAgo6AQPQ35PeOhlr2Zdf4mfRrXkDsHoGGVSuQrKpJTUETI\nnw/xtSwjkTHU1UJfV5Pkz2UVXuvuLVl99BIVtDSY3LMd54KmUaKsSkbyO1mHx6RFZ3Jzcrl/8QQm\nzWRjYV8m+NGiSWMeP39J+7ataFhf0oFFxMRhO2Gk1H5JKanUMDWW+6JWUVFGT1d2c8m7xGRqVRfl\n8xUVFQma50LVWnWY5B0lXuofuXKb/t07yNy/1D6kpWNsXJVFMet+OG9Iry48fpuM80xrmdv95jgw\nyztEanyBgw2TnBew7dh5du3cQYtmzVnkPR/P+WVt1b4L5hMRFkp+fj7Dhg1DTVWV169esnHrdvT1\nKxEcGU2nLt3wX+iFQeUqBMybg/ccJzQ0NLly9hQTB/bk1rWrhK7dyvyolSRmFzN7jicbEhJ+qdD0\nqyYQCP5r+mh/x35rpysUCiUwgz+Cg/3I5EW6Dx484M8LZ3G3s2LD9r0Ezp2FQaUKZH3JxvA78pqt\nJy+TXAB7oheh9i3q3HXiAp0aSRLfANx/mUgjGQiFE7ef0LZuNalxgMfJ6dSXEx0fu/uM5tXlv2Wv\nvkwiYaEd/lceyCx0lZSU8LXwx5LsNQ0qYGygR4OftBED2HZqiuvZmwi0NTCvLvnSmd23HQt2nxX/\nr6asRIsaRhy58YhZAzrRyLQyGa8fcyVeugpfavq1GvAlM5OiAmmI2rtLB6mgpszX/EI+f/rEPCd7\nie1ZWV8w1NeXyssC+EXFYjt+lMxzHjp9XmY6otTCViVgOWyAxNiU0UOZMXUig10DSUvPQEdHG7Wf\ncDNv2n+MbWtieJuazu2H8rvBUtPSUVHTIDhmrcztVY0q06xRA46evSQxvmTdFuqY1aNhY3Pxc6Kj\no4PVpIn4+PkDIpUUf19vptuIMK0LFizg4L49JCW+JyZ2JUvDFtPVoieBYVF8TktjefxWJlnb8DU7\nmwWhS1iz8xD6lSoS6uVC4rs3tOlqgY2HL7o1G+HhvYiQ8Eg+ffrEP2H/c7r/QRMKhWRmZkoQCf+r\nOmmynG5BQQEjhg5mdagvYXHr6dK2Jb06isQLYzfvok+rMiKUjSevoqiqxpbQ+RIO/+r9J7Q0k8bi\n5uR8RUsGc9WfL5JoYiobEpadk4uunEj0+ptUmtWQjqhLLSuvgBpV9FnqOgXP83ekeBveZGZT5ScY\nXgAVNVWWnL/703nmVfX5KhQSMkm6gFhNXw9VFWUyyuF/Z/Vux7ID51BSVGShZT++vHtKEQq8vXtV\nav+SkhJe/nkGs7GeXI6V1Poqysvl5YFV1K1nxnRra4wM9aluKrk6mB8cjp2MKBdE0ap5vToytyXs\nOcyIfj1lbgNISk2joZn0vu1bNWP5Yl+GuS+meUPZ6ZtS+5qTy+esbNTU1Aj19sIrIk5uI0LEuq0E\n+sxnQO8/WL5+i8w5rrZTiI7fJn5G1u3cT6GiKutXx3Hq1GkJTOnA/n15n/ie16/fANCoYUNaNG3C\npoQEFBQUWLpsGR5uLigrK7M8bhXeHm7UqFmLhf6BOFpZ0rpjZ7yDwwl0d+bYvl3YOM1l/uJIdq1Z\nwSKXmWR/yaJOg8ZYuS1As0p1+g0ehtMcd27evPWXVCJkEZj/z+n+h0xBQUHM1l76/z9pzZs1pVv7\nVrxPTmHV5l142E4Wb7ty4y5dvzVErDlygSsvkzE2kI4ACwsKqSRD/UG/gmy8bFJ6JjUMZENO9H6g\n/puWnUs1fflwMP2KomPWMjZkxui+LDx3W+JHfjM1g14NZEfYpZaa9RUtLS0am9XghAzsbnlLzsxG\nWU0Nv93nZW536N2WedtPif9XU1bCwrwOh288wqJJXSya1yf17gVu75GO4j48uoGgoinqVWqiXacV\nDw+VURvejfOkR48eRISG4OzijJeTHQBpn9IJi4ljoKUV12/dISgugWG2cxk5ax6Dp7kwbKY7FuNn\n8uFjOis375S5BFZSVKSCnNRCUkoq1U2ryn3hmxhXQd/AgGNXbvG6XEvu97bl4AnGjBgCgKamBn5e\nc5g8119q3tecXB6/ekt9s7pMthzN6SvXyciUBuWrqKgwc9I4vCNjOX35Omeu38N7wXwEAgGLfBZg\nN1uSIjNokS/Oc+aK/3ewt+PA/v2kpqaiq6tLYFAQ060mo6OrS0xsHG6OM9GrUJHo2NX4e7qR/P4d\nS1bHk/f1C3NnTEZdXQN3/xBsHF2JXDCH+fbTmGNtyfMnjwjbsItRszw4fu0uzu5exG/cRGZm5l+W\nbf9fpPsfNm1tbbFMx99J1H8f6Q4ZPBgdTQ1mTRlHYOwGmjduQBWDspyplqoyqirKrDl8gafpOQwb\n2IdOLaQZoxSE0lFK5tccKsjLnQqLUZChIiEUCtFQll8sUFeVz+taUFSETjmByz9aN6ZZK3OW3yyD\ndt35+JkeDX5M4HzxRRKDOzXHa/wA4q89pvgHD8aWW88InjGa1K8FFMiI1OpXNaBAKCSvHAG3ddfm\nrDkuimy9x/SmRd1qFCU/48ExSQath8d3YmQxHoBKrfvx6e1L0l495umxrTSrW41lS6K4dPkKqamp\n2LsvZPhkW3wjYmhs3pQ6deqw0GMOW9bGsn3DKrasWc6uTevYvn4lmhrqbFm3Em0DYxwDohk1yxMb\nD38u37jNsbOXaN9Sfptx+KoExg7pJ3d7QUEBlSpVYt3yJcz0jSA5VTaZ0MlL1xjWv2x10LRRA1q0\naM6qbfsk5q3YvJsZ1lMB0W83cKEXM9x9ZR6zb4/OPH75hpCV8cQtjxGP16ldmwb163H42DHxWKWK\nFRk5bAjhUSLkg4KCAuGhwdjNtAWgYcOGjBw5Ej/v+ejrG7Bk2XIcp09FWUWV5Ws2sD1+Dft3bmWS\nzUwc587DbdoEwny8iA7yQ6CgQL3GjVFRViY/LxcVNTVUVdXoNXQMk9x8UDKqzYLAEAIXh/L06TOx\nVlpRUZGUYGzpfQN8/fr1Pyq//k/Yb+10y6tH/N3jgOgLdZo9mxrVTOncpjlzgqKZMHokHcs51Ot3\nH9KouhGxB87yIiuf0IVz2XvkJN1aSvbiJ338RHUj6VTB0T/vyc2/qstxrH8+f0/NSvIjXUXkO8DT\n957TtLbkEttxeC8yNLU59TYVEEWxSj9Rirj8KpmhHVuioKDAqJ7t2fgdHre8PUz5TNPapjgM6cGC\n7adlzrH9ow1e20+I/xchGUw5evMxtY30aVTVgF5tmvBgzypx5JOR/JZ8oQIKSmVIDdOBdvy5LpiK\nH++zfOkS3Nw9cXFzI8jPm/jVsezYtJ6oxQF0at+Wd4lJ9Oou3fSQkZGJtqYWNatXY+SQgSwLC2Lz\n2jjmuDpx9fEb5kfFcenGXQmMa3l7/T6ZZo0ayP08lq/fwtABfdHT1WX10kimeAbz+TtSlffJKSgp\nSyNQHKZN5uTV27xJFHHmFhUVcf76HSy6lqEgalavRssWzdl58JjU/kKhkNy8fFQ1pJVQ3JwciVu1\nViKFMWbkCG7fvs2Hb/pexkZGjBk1kgD/RQAMHz4cZSUlYmOWcvP6NRqZN2HwH93xcHbkS3Y2a2OX\nMaRnJ1Yti6J2g4aUlJRQLCzGfv4ixs9wZNHydbTr2oNA5+msCfcXn7u+eXPG2s/l5v1HLAwKxWOh\nL7v37iMrK0tKK628/Up64Wf6aL+in/ZP2m/tdOGf1Ulbv34dBbk5JL1/x9NX7wj2XcDu/QcYO6Cs\nJXTV1j0kpaWTnFdC8DxXAD6kpFLbVDKnuufkJTo1ls7xXbz/nDYyimWJnzKoJcNJgwi50M7MVOa2\nlynpGOnKf9OfffSWVrWl913qaMmuNyk8+JhB8S+8uDLzC1BRESFCxlq04+TzRL4WSDOAPUtNx/Bb\niqRN/Zp8yM6XGe22rGlMem4BRUVlD5F11+asOibCt3qP7cObxCSa1zLisL+IsvHBoY1U6S1ZrS/K\nz6GOgSbDhgxh0NDhXL16hdUxS+jSqaOEhIutoyvzXB1l3pu7jz8u9tK0kDWrV8PWahL1zcyY4+qC\nrU8YDj6hEsQmqWnpVDORn1oAOHftFj2/OUkD/UrERoUw1tmHr1/LuAtWbd+P6yzZ1JRRAd7Yeoch\nFArZcvAE/ftL58pn204jftcBKdKVZWs3MWLMGLp06ULCZsncr7KyMu5uLji5uUucL9jfl1mOTuKx\nEUOHcO3PP7GyssLKyopHjx6xd+9erl6/QftuFngHhfL+/Vs8/UPYcewc0x1cyEj/xDQHN1y9A3Bb\nGEDkgjnEx4i4fFu068SimLW07dztm/MN4MzhvXjbT2GUjQPOQdGMdV5Ino4RPiGRBIaE8+DBQwoK\nCsSpn9zcXPbu3cvnz59/6HR/po/2K/pp/7T9z+l+swsXznPm1CkmjB/Hk2fPmW49hcYN6qNICfrl\nGKMuXr+NThUTFnmU/Sh1NNSlHror9x7RSkYRLTHtMzUMpfO2x28/oWUN2RHwk5TPcpELJ+49p2tj\naYREqT1O+kg9U9lcDlsW2LLg/B3qVvlx62JWbj4l30dJY/sRc0Gaa2Hr7efMGVO21LYfLD/atere\nAt89ZdvKR7ta6qoMadOY7q0ao5qRyOu7V8lIS0VFu+xahUUFfNqyAGUlJRKTk6lTtw7Os2bSuKFk\n1JmU/IESSmjaWLqTTigU8uFDisxtANFxaxg5dDANG9RjXexSxo4dywQ3X+aFxSAUColYncDYwdJO\nsNRycnKobGAgAWGsamRE1OIAhjt4UVBQQElJCfeevqBRfdkcvJUqVsDFzgZ73zB2HT3DlHHSKhKK\niop4e8xh+lwf8VhyykdOX72J5dhx2NnOYO+BQ2RnS8IG27ZuhbKyMnfvlX2XRlWq0MvCghVxK1m3\nIZ4x4ydSv1ETUlI/Mm/RYlas38ymXft59fwZFSsZ0K5TFyKWr2aBiz3v3rzmj4FDmOsbgJfDNK5f\nuUjVatUJillDrdq1mWs1lkd3RU0TLdp3xsrJnTvXLnNo20YqGVahiqkoIBEIBDRo1opxjp70mmTH\n8Rv3sXV05vlzkVLJ1atXmTBhAlZWVqxfv57AwEBu3bolFQn/TB/tV/TT/mn7rZ1ueUf3rzrdkpIS\nHj9+zOLgYLbEr8N1zlysJo2nXy8LDh47QZfWZbk8Szc/mjRpjI/bLPHYq7fvqW4k7RDz8wvQl0Eo\nrqGqLDP/euP1BxrJkckpFiIXuXDn/ScayUE8gKhDSVkOx66KihL1zGrx6nP2Dz+/Ky+T6NpU0iF0\naFyXp5+/kJpVJrZYUlLCq89fMDUswy+3a1CLpKw8ioqkIWmd61fn8Yd08YOSnVfAp6yv+G49Rvje\nMwxu04gTF2+w1M2Gq9FuKFYtQ4wU5maTuNqJ5uaN2JgQj462NiZVDBk2aIDUeexd5hKwwENqHCA6\ndjWWI4fJvfeLV6/xh0U38f9tWrVg09qVdLXoyQh7Ty7duEPLpvJpHiNXJzBiyECp8do1a7B4kTdD\n7Ty5dPMudWvJf3ECdOvYHoGSKpo68kmLmjRqgJFxVc5c+hOAuQHhLFmyBBDlZwP8/LB1cJLaz2e+\nJwv8AiTGGjWox9r18XzKziVuw2Y8F/oQGhmNg81UhEIhqqqqRC1fSZi/N+/fvcGwShWiYtcQ4u3B\n/Tu3MK1ek6hV8Zw9vJ/loQEIBAJ6DRhK8Iq1nD24h4WzrPGaOYX92zayaEU8i9duY+j4qawO9ibQ\nyYY3L8rgcuoamggQ0NS8EfW/vZgUFBRo06YNQqGQp0+f4unpSYsWLcQE5aX2M320f1o/7Vfst3a6\n8PdaAUtVJNasXsX2TfHErlyDeaOGOM4QLWE3btnG6H4WCIVCxjh7o6Wjx/C+krChTbsP0rO1dJFF\nS44MuqzOMYCPmTmYytEvU1eV38KbmZtPlR/ooulq/jjflVcsZHC/niw9fVPunKMPXjKmexup8RDb\n0YSeKWv1vP72A/VrSjdwTO/fBa8tJ6TGBQIBU7q3wn/vOTy2nWTGxhP069ebqSMHka2qg+umk3zM\n/EJo/G6mDe7F14ubSFrjTPoOXzRORzFp7CiqGBkxduw4VsSu4H1iEjFxqzl/6ZIYDnX3/kNMqlbB\npKpsgvPjp88yfFB/mduevXhFfbO6MjueenTpTGRwACUKyoyc4UpOjux87817j+jcXjbhecN6Ziz0\nnMP0ecG4zbKVOae8ZX75SubXXDIy5JNsz3ebTVjcenYfPkGtuvUwqlK2yqlbtw6NzRuz98AhiX20\ntbWZMnE8/sGLKSkpITQyinWbt7F1zz5OHT8ufilWNTHByXUOzjNFOnQamppELo9j4Rxn0j5+REdX\njyVx69iwIpqzJ46hoqqKx6Jg6tarj4uVJTnZ2Ty+d4f3b1+jpaMrpldS1xQhfGrVb4SLfwT28/05\ns3c7vnaTOH/0ABujAmhZpyqusx3F30W3bt04ceIEvr6+ODo6Ym1tjYmJCa1by5ZX+r9k/9843b8a\n6ZaqSFy/fp0G9cw4e+4CCZs3Eeonwn4KhULUlBTR1tRg5OyFTLO25nPGZyw6Sj5At+8/okUDydzt\nh7R0KstwhPdfvaeWoTwyG9kEOEVF8nkaADTUVOW+eF58+EQdE9mphVLT1tRk2vB+XE/O4GGybMB6\ntlCAjgznXc2wEjkl8OjbfhuvPcJlVB+peV2b1iMxO19mtNvYRJ/Dd18ybeJodkYsoEsrc6wHWXD/\n2Ws2Ryzk6s5V6FSswJN3ydSrZoymMIeitHfcu3ObI4cPUVJUQEiALxdOHMV+hg1mZnW59+g58xcF\nMdXOiWn2jjx99pKgiGjS0yVFF0+fv0CHNq3kIj8CI5ZgM3Wi3M8uMDySFcuW4O/nx2h7dy5ek3xx\nZWRmYWxk9MM21To1a1DJwAAX7wC5cwDeJSaBoiKR4WFYOcpW2wBRY4P9dGt8wmOYP2+e1HaX2bNZ\nn7BRKvc7eEB/nj57wegJk9EzNCZi6XL09Q1wnevObLuyF0Lrdu3o3LUr4cEiKJueXgXCl67Azc6G\nL1lZqKqpERazknPHD7Fn6yYAevTpj6GRMVNH9Cd+5XLcg6Nx8w9jUcxaOlv0ZpGjFZtjyzr3Kuob\nYu06D0vb2ezfsAJXW2t6WchuvxYKhXTt2pWVK1fy9u1bFi6UxG7/TB/t36Wf9iP7rZ1uefTCXwFX\n5+Xl8eXLFwoLC9m7exfFwmKOnzlPp/bt0PomJrhz30G6t23BUPt5OM12oGunDigrKEh1MqkqK6H2\nHfvXntOX6NBQGoJ15M+7tK5lJL6O1Mxs/nz6hq1XHvLhcxbH77/kZUo6ReW4cK+9eE89I9ktviL5\nHvkO+fCtJ7SRQZReahnZOeh/00zbEjqfhfsvklcoWfTKLSikQCj/s41xmkTE+bsUFQvJLBbIVMIA\nmDmoBwu2nZIYKykpwWv7GVysx3H0ahkPrpKSIpZ9uxKxYaeIWHvuTJI/fyG3sJi83BxqmRgxetgg\ntDU1MNSvRLMm5mhra1Gvbh16du/GTOvJBPosICn5AxvWrGTfzm20bdee+UHhjJxqy4QZDhw7dYbI\nmFU42FjJvF6hUEhBYRHVTGS3XgOkZ2RhVrcuderUZuvGBLYePot3WBksKyx2HWNGDJW7P0BQVAwB\nixbRvnNnvEOi5M5btiaeeV5emJqYMGbMGHyC5XfsXbt5mxq163D+vDROWklJCe+FC7B1mC0xnpub\nS9aXL2R8+cqosZbi8dZt22HepAnrVpdV9sdYTqAgL4+D+3YDYGBYmaCIJThMm0ReXh5KSkr4hURy\n6sgBRvXphq+7C937DmD9vuOYN2vOYk8nsjJFjq55u44ErNhAbbN6eNtN4uD2jQiFQg5sXEPqoxuc\nOnaUatXKCs+yIGNaWlrise/lz3+mjyZv+7/TfmunW95+xemW0j6WLgU3b9qIqpoqr94moqysyEyr\nSeK523fuZuuR08zzmEu7Vi1JSv6AqZFkoSsnJ4eKMtR3L9+RLqK9SErlzN3n7HuYjN+pxwRcfMPu\nNFUyGvSg1WQX1u09gnKnEZylKmF3PxNw6Q0BZ5+w+Og1lBVk84Y+fP9RLg0kwK23H2laSzbqAWD/\n5du0byzqklJTU8Hb0Qrfw5JdYH++TqJNfflKCFoaatStaYLfkSt0aia7EATQxbwOLz9nS0S7cadv\n08+iK+P7defSvScSRZDh3dtx/OKfCIVC9CvoMrpvdyaMGELNaqZkZn3h5fPnjB85BBPDSgwdO57I\npcvF+2ZnZzNk7ASiw4Mxq1MHZWVlunXuxNLwELZtWEvwIl8OHDtF2qdPzHCey4eUVKnr3bBlOwP7\nSgtiltrJs+dp365s1aOqqkpE6GLqN2nOsGlOZGVl8+j5a9q2bC73GADPX7+ldauWTJ00iWIFZRJ2\n7Jaak5+fz7NXb6j9reAzYthQ0rOyuXpDmsUrIzOTm3cfsH5DPCGRS2RKyDRp3JiqVU04dfoMIIKh\n2dg54OI5H0dnF+a6OEvMnz7Tjls3rvPwwX3xmNdCHw7v28vTxw8BMK1WHW//YKaPH437bHtmTZtC\nuy49GG45mewvWTRu0QZlZWUm2znh6LGQMC9ntq8VSaULBAI69+pHYGw8n1OS8Jg6kgHd2jF7lv1P\nyWx+Bhn7mT6avO3/ThOU/DdYgP8hEwqFFBQU8PmzaNlYoUIFuUvt4uJisrOzKf6mI5b+6ROTJk+m\nT99+zJk7F6uJlmyMWwrAly9fsBg8knUrltGwgciR+AWF8Ee7ZnRoVUYPmLDrAKoFOYzoKcmPOsrV\nj80e1nz+8pWdl+/yOiOfGg2bMnzMuB+SHH/+/JmSkhL09PTES97i4mIO79/LuYO7MddVZGjzOmLR\nyqjDl2ldrzqdG8h2iuNjdrPJQzYhCsCk0HWEuM7AuFzjx5zwVbTUVaJPwxoAeO46g4f1KKpUlF/A\nEQqFtLDx5lK0FxpyctkAp+885djFP/Eb3ZO3aRl47LrIzkhRtf3IpRtcv/8Yr6llLbpnbz7g6J93\nCXKyRigUMsBuPrtWRrIoehVHz10kMTmVOY52zLKZwpbd+9m0az+dO7bnyPGTrFwWTc2aNeReb98h\nI9izfQtJSclExywnKSkRB5up4vzr8InWbF4bJ5f4fuyU6cREL0FPT/pzefXqNY4urujpaBEfu1Tu\n53Hn/gP2nziHl4cIslVSUoK1zQymWw6nXasynod1W3agqqvP6JFl+m65ubmMsRzP9jXLJaBxHr6B\njLScRGNzcx4+eEBYyGI2rF0tde6CggJGjhnLzs0JOLjModeAQfT6Q5QaWhzgT/2GDRg0pMwBff36\nlakTLFmTsFkcTX7NzsZ68gSWrlrPm1cviQpdjLaeHm9evSRy9UZ0dEUFqpfPnhLq48k0p7k0bt5S\nfK8Hd27h+IG9zJrvj5FJNfZtWoNyYR6zZ9lJ3FN5y8/Pp7CwEBUVFVRUVHBxccHW1lbsPH8H++0j\n3V8ppH2vAqytrc1MOzuGDRuOu4cHK+PiGPGtmPLi1Ws69RuG8yw7scMFuHf/Pm2aSVapj5+9SOfm\nklAjoVDIx/QMPDcdZ+X1d3Sf5Mii6Disbe1+iVX+e1NUVKT/4KH4LImj2oBJ+J5/SdTpu6Rn53I/\n8RMNTeQT3ciSDy9vX/IKJRwuwGJnazZcfypGJaRk5/3Q4ZZaZUN95m889MM53Zua8Tglg+LiYjy3\nnWalT1kbau/2LfjzwVOJaLdri0a8SfxATk4eCgoKBM62wnquD36udtSsXp2F7i6s3bSNtr0Hs/PA\nUQwrV+HZC9FS8fmrl3Kvw262C3NcZqOurk7t2rWIDAthVewKrty6z/BJNgRFRGNS1Viuwy0sLERD\nU1OmwwWoWbMGtWrVIjuvkK2798mcAxAes5KpUyaL/xcIBCyLjiJ42SoSk5LF40dOnZVwuADq6uoE\n+i/CapareOxDSiov376nsbmomadho0Y0bd6c+I2bpM6toqKCp7s7nS1607xte7HDBXB192DXju0k\nJ5ddg6amJn6BQdiVS8doamnh6u7J0D4W7Nm9C++wJfiGRRMUHYu7nRWvnj8DoFZdM8JXxnNg+ybW\nRIeJ73XAiLH4RiwnytudYLeZDLbowlxXZ7kOV5b9j3vhP2w/00n7XgVYWVkZHR0dEhISGDxkKA6z\nRXmtMyePMajvH5w4fR53/xBq1azBoH6SS0sdLU0pusi83FwqV6ogPtf+89dwjN7ITBcP/GPWMGeB\nL7XryCZQ+dH9fN/2WCqsad6kKT4RyxjjtZi1rwtIzMiWSXgOkFdQgK6GtBJEeTOQUzRY6euC+94L\nFBYXUyj4+U/kzsv3tGnehMwiSPsBfSSA3ZCe9AuKp2+PLlQsx2UgEAiYbTmMBbGbJebPmTCE6T6i\n/GXTerXQVlXm1v3HxAV4sWXnHq6dPMCIQQOoZmrCqqURxEVHcmjXNi5fvc7Q0ePEnVWldvvOXYRC\nIRbdu0uM6+jo4Oo8m62bEjj/5w2evnzD9t17Zd5DdOwqRg3/8TI0Ne0TW7dt58aDZ0SukO50EgqF\nCBFIoAtAxJQXu3w5Nm7zycvL49qtO5hUqyHzHA0bNKBjp87ErF4HQGDEUnz9JbmI7Wc5sP/gYVJl\ntB5//PgRFVU1tLQki74KCgqEREThZD9T4iVoVq8+AwYNZnHAIoRCIStjlxMVHsZc30BL6ojOAAAg\nAElEQVQe3b+Lqpro92ZU1YSw2LVEL/bl0lkRDltNXZ35QREYVzVh7vRJoucyM5Nta5YzYuggNqxe\niXlj+dC7UvtRTvd3sd/a6f7IyjsrEP2YtbS0KCkp4f6DB9hMF7Ht37p5gxZNGhOzZgO7j59m7boN\nVNDTkXh7Xr1+Qyb7VKm8zZkb93CIiqfAoDbzA0IYOmLEP9KeXAppKy+sqa6ujqmpKR5+QWw+dIKA\ns8+48jxRat+Td5/TvI58EptPWdnoy4lgjQ0qMahPD+w3HadxLfmFpFLbd/UBtuOG4DNrCs6r9/xw\nbocGtcjKL2TSIGnhxx5tmvLsfYpEHrKpWU2UlJVJ+SRKIYW42jAvbBl6OtqEeM5m4kwn5tjbUK92\nDWY6iar6qqqqLHR3JSZC1E46e66nyMkJhczxWkB4SLDUuUstNTUVU9Nq7Nm7l6RPWQy1nMrTZ5Ly\nM5euXseiR3c5R4CTp07Trn17ETY2MJACgQoevpLOcMuuPfTtLTtnrK9fibCQEMbOmE3chs0smCct\nX1Rq022s+fP2fU6fu0B61hdq1pRMNSkoKBAaHoatvcN39/mRVWvXsefwMXZu3877d5L8xQYGhtg5\nzsbNSbLgNmLUaJISExkyoB9qmjpEr91Ep6498PQLxmHKOL5+a77Q0tYhdPkaTh7ey7b4MuKigSPG\nYj9nPtNHDmBbXBQu9jOYOnnyv0xE/r9I979k30eI5Z0VIKECvHXrVkaMLMsbRoaH8frte/JRJjwi\nkr17dtOzW1eJ48dv2sqgXpJjV2/dpbCggNlR8bxDj+DoFXTp1v1vOdvy9/F9SkSWsKaBgQEhK9bw\nRLMmkcdvUVRcVqQ69/QdLeTI6gDsvXiLzs1kd2EBTBrUi/fZeXSQwQf8vb1M/UT1qkbUqGpEVRMT\n7r2UrxGWcPoaw/r3wS1yjcztsy0H4xkjuRxeaDUSx2ARKkBLQ51JA3viGxVLK/OGdG3dnOCoZUyf\nOJZu7VszZlKZzI2xURXWLY9maP++DBg+iqGjLXGwt/shQYqrhxcenp4oKSlhP2sWcatWsXRtAtb2\nTuTk5PDufSK1a9X6oZNYtW4948eXiUo6O7tQv0lzps2eIx7bfeAoQ4fIlgUCMDOry9Chw7jz6MkP\nIzmBQEBEaAgei4IJCJYmLQcwMjJm5OjR+AcEAaLfl7ObG4FhUSgoKLA4IhIXx1lS3Vydu3TFyNiI\n3TvKSIeOHz3Cp/RP6BtWpkrVshdyrTp1WRgUjtO0SWR9QwYoKyuzMDiCrIw0IgNEUK6njx6wK34V\noYuDCPDzwcBAdkOQPJNF7fg/wpv/gpV3VgUFBRLOSldXV+ysCgoKuH3nDq1aiQDUGRkZPHr0hH6D\nh+Hg6IhAIGDfnt0M+q5qnfbxI7Wrl6EA3id/YOn67Zg1b4dnQAijx1miqqr6L2OGv7eCggJxSqRU\nCUPeQy4QCJhqa88f011x3nmZNx9FEeHbT1+o+4N876Wnb2nd8Mepj2omVVl++BKFMvC1pZb1NZei\nkrIXzXzbCfhsk26EKLXTd5+x0HEab1PSyJbRUNChSQOSPn0mrxzZerUqBlTU0uTJK1E0NuqPTty6\ne5/0jAxsLYfx+PETrt26w+jB/ZgwfAjDLSdLOJAuHdtT2bAyamrqxK5ZR1pamtR5AZ4+fUYVI2NM\nysHEKlasSEREJLOcXJhs58zE6fZYl8vDfm95eXlo6+iiqyu5irC0HM/QEaMYPdWWjIwMDCtXloI3\nfW9HT5xkwKChePtJ0zuWt7S0NCpU1Md97ly5c4aPGMG75GTuP3hIzIpYOnTphnFV0Uu5UiV9XOZ6\nMGvGdKn9nN3msm/vHpISE1m2JIpDhw6zbP0WFi+NZePaldy9dUM8t1qNmiwKW4LrjKmkfxJ9xgKB\ngOmOblSrXgO7CSN4fusS4YsDad+u3Q/v6VetqKjoH1OJ+U/Zb+10v8/p5uXlkZ2dLc7f6urqSjir\nDRs2YGkpogU8c+YM3bt2JTQigv4DRK2jQqEQTTVVMVYXRF9qJT0dBAIB+fkFhK/eyMrdJ/BbHIbt\nLAcqVKjwj2k0lTrrvDwRwbeqquovK2E0aNiIeWHLWP/0CzuvP0VdTU1CqPJ7yy0UivPR8q7lS34B\nM60mErhNmr2q1I5ef0i/7mXoDV1tLbp1aM2uC9Idbtefvqb6t5eXr4stdkErZB7TZcIwHMMk86A+\n00YzJ0JUhRcIBETMmYGNh8gZrfD3xDsojOzsbAb0tsBlxhT6DxtJUVERj5885Y/BI5gydSpbtmwm\nJnoJdrNdWLI0Ruq88338mCvHcTVu3JiNmzZRWCzEzWs+qR9l0zOGL4lmzNixMrf90bsPznPc6TXc\nkjGjZCtUlFpeXh6Kyio4ubpRVILMYliphUVGsSxuNR27dCVksfzUSUBgEC5z5nL+0mUsJ02V2Nay\ndRvMmzVjdZzkd6KgoMDi8AgsR4+kUChgwTd8sIqKCiFL41gZHcGjB+V4G6qaELhkOe72NnxMEUmy\nX71whncvnrI8egkzbGz+lpOUJUr53xao/Kv2WzvdUiv9Ikpzgerq6mhpaUl8Gbm5ubx4+RKzevWY\naTuDEydP0aBhQ7p0KaP627tnN927SOpubd+9l27tW3HkzCXcFi+nQ88B2DnMpmLFimhpSdLl/Z1I\nVygUSuz3q0rG5c+tqqqKk5c3uu37k1cslEg3fG/aP1mSvXifTFVjY/r36MKzj5lcf/pa5rwj1+8z\nfqBkfnbWuCHEn78j9TnE7D+Lr5Oou8ncrDYlAgU+pEn3urdqWJfsgiK+5paxcFXS08G8TjWWbd7D\ntqNnOXL5Fq/fvmW65yIuXLuNq7UlI6fMEIHzFRVo1rAezdp3xndxBDu2b6dzJ9H3amJiwuZNm6ho\nYMiw0WPFSgl/XrtGg4YN0deXL0cUEBCAh9c8wqKisXd2I2HzVqk5t+/co0uXrjL2FlnLli0xqFyZ\ngJBQKfKZ8rYoMJgJkyYD4O41n9PnL3Lx0mWpea/fvCE7N49K+vpYTpxM8odUTp06JTUPRAgEFVU1\nSuQUR62n23L71i3u3ytTBykpKSF8cTC9Bw3l0sWzEisIVTU1QpbFEb04gBdPy6g+DStXIWTpSuY5\n2RHq7cnX1CS853tRsWIFCgoK/pJSxP+P9ts73eLiYjH2FhAXm753VqtXr6Z+/QaMGDGCsZOsaNG6\nDT169JCYs2vHDoYMkCSjPnDoCEfOXeEz6nh5+1Krdm2JHHF5+1edbmkOunQ/dXX1ny49f2S9+w/E\nN3IFHpuOky+DfvFDeiaV9X8MXzty6SYj+opaLzdEBeG1di8F33WrlZSUkJadIxW5KCkpMW30IPw3\nHxaPff7ylexiAVrlOtYC3GZiF7QcWeY+aQROkevF/5+4dpfrj14Qf/AshRoVqde0FfErY3jy+h23\nXiax5eh5cvPyad9vBBfvPqVjVwtilkSRmpoixYsgEAiwHDeOuNg4AkLCWOi7iOCwSJycnb+/DLEJ\nhULu3r1Lt+49MDIyYu2GBJI+fmKilY34Zf/4yRMaNJKtMlxqJ0+epIdFLxaHRzHKcoKEZE55e/z0\nGW3btRdfb2hEFGFR0bx9K6naERoWwQK/siKdt38gK5YvJ+VblFne1q5ZQ5+Bg7H4oy+Bvt5S2wUC\nAf6Lw/BduEC82lrk403Neg2Z7uCMraMbDlYTJByvuoYGITFxhPjN592b1+LxDx8SqVmjOjOspjBi\n+DAEAoEYV5+bm0tOTg55eXkUFhb+peelfKRbUlLyj3Fq/yftt3a6hYWFZJYjg1ZXV5eJrczIyGDN\n2nXce/iIVfGbadaiJds3JTDOsqzdUSgUoq6qjPa3Nt/s7K8ERy6lRp26+AWHYdGzF4qKijILWn/3\nHrKysiR+yP9EuqJe/fpMd/fBLeEYX/Mk5Wf2XLpF52bySbcBrj96LuaZUFFRwcPZHq+1kt1ST9+n\nUMNUNrphUPeO3HyTQt43hxR75BJzy0keAVQzroKRURWevJZW/m1iVpP8wiJeJ6Uw1S+awzefc3DL\nemZPn8qLN+/o2rEd9erUZmnwIq7dvsOKqFBOH9nP8CGDUFEU0L9fHzp36sjG9WuYbDWNhw8fSp2j\nUqVKxK5YQWraJz6kpPDhg7SjKrXopUsZPWashDzULMfZODi5MHzcBC5cvkxwaATWVvKbUQDi4mKx\nnDiJGjVrEha1lDHjJ0oxW+3Zt5/uFj0lnImqqipLli3H1mG2+CXy7v17Pmd9kZD+VlZWJiQqmuk2\n0yV+U58+feLosaOMGjeBoSNHIxQIJApkpaapqYlvQBAzrKcQERqClm5FRo6fDECzVq0ZN2UabnbT\nJPbR0tImZFkcfh6uJCe+Z8fG9dy/cp6o8DDq1TNDXV0dTU1N1NTUxBJbJSUlFBUVkZ+fL+4S/Vei\n4N8xYv6tna6SkhLKymVUifLeeGHhEQRHLMFzoS+qqqp8SvuIsbGRBNTk0MGDdO3UgZKSEjZt30VA\nxFKGjxqLs4sbqqqqvyTt/lci3fIcEKU56L+T6yp/7tJ250r6+th7+eK++RSfv5RRMF599p5WPymi\nFRSVSKROenVuz8cCuPrktXhsx4XbzBw/QsbeouvxdrDCbtlWSkpKuPbsHe1bNJGa5zfbBufwVTKP\nMeaPzgx09sfDzZVwPy8UFBQYPaQ/9x89If2zqELesF5dWjZpTPy3pb6n8yyuX7/OmbPnADA0MGDn\npvV4eHpy7tw5qXOcOXMGBAJ27tlHSEgowUFBMq/lwvnz9B84SGq8kbk5GzZuZsfeAzx9/lxcnJJl\naWlpGFauIkYjmFarRlRMLOOnWEkU9+I3bWb02HFS+1eoWJGgkHDGTpiEUCgkNCyC+b7SRTZDw8q4\ne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ItIJKJi5So0adEKq+lTuXnjD63j3rx+hZGxCRUrVVZsZ2PvTKOmLZg0fqwi275962aG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\n8uQ+P29ra0NBQQFycnJw//59BAcHIzIyEs8++yy1AzbUlB2QF1wuPYIB1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    \n", "
  1. Prika\u017ei podatke iz datoteke mtt1.dat iz v linearnem in v logaritemskem merilu za diferencialni sipalni presek. V datoteki so rezultati meritve diferencialnega sipalnega preseka (drugi stolpec, v enotah fbc$^2$/GeV za tvorbo para kvarkov top in antitop v odvisnosti od invariantne mase tak\u0161nega para (prvi stolpec v enotah GeV/c$^2$) na trkalniku protonov in antiprotonov Tevatron v Fermilabu, ZDA.\n", "\n", "
  2. V datoteki Kredarica.zip so zbrani vremenski podatki z merilne postaje Kredarica za obdobje od 1. 1. 1955 do 31. 1. 2014. Prika\u017ei, kako so se v letu 2013 spreminjale dnevne vrednosti temperature (minimalne in maksimalne - obe nari\u0161i na istem grafu), obla\u010dnosti in vla\u017enosti ter dnevna koli\u010dina padavin. Ali lahko z vizualno primerjavo grafov opazi\u0161 kak\u0161no povezavo med gibanji teh koli\u010din?\n", "\n", "
  3. Prika\u017ei temperaturno polje v pre\u010dnem prerezu dimnika, kjer je temperatura vro\u010dih plinov $200^{\\circ}\\mathrm{C}$, na zunanji steni pa je $0^{\\circ}\\mathrm{C}$, iz podatkov v datoteki DIMNIK.DAT. V datoteki je obmo\u010dje temperatur normirano na interval $[0,1]$, podane so v mre\u017ei 24 x 24 to\u010dk. Napravi grafa z barvno lestvico in z risanjem izoterm.\n", "
" ] } ], "metadata": {} } ] }