{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Matplotlib -- osy a mřížka\n", "=============================\n", "\n", "Vytvořím si nějaká data" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "f=2\n", "t=linspace(0,2,100)\n", "u=3.14*sin(2*pi*f*t)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Úprava os grafu\n", "-----------------" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Bvve0QevXi4iepZISIDycddPWishIdpYhQbgaXJIlPz8/HsM6hHTeiwiQFnmS\nk5M1rxQAbH5//2RtRbQiOTlZ82RJqrglJCRrJ6IVycnJuHyZdVwPCtJOR2QkcOlSsnYC2iHCawVg\nCaybW7K2Iloh2nVOFEiL/VBliRACUS70ovktRIiLaDsFT5xgrRTcNLx6ibjzS5QvHKK9hwhCCbh5\nlkQ57kSE9VAJ0iKPCN4cgM2/e7dJWxGt+OEHk+YVFIDFZcMGk7Yi/ofJZBIiKejRA/DwMOHsWW11\nSEjvIa2XsiMigJwck7YiWiHadU4USEtbbDnuhCpLhBCIkCxFRIjlQzl9mp3krmUFBRDPnyNCUgAA\nwcFiVdxEeQ+dOSNWxY0glICbZ0mU3XAirYeSFnlGjEjGpUvsAFAtiYwELl5M1lZEK3r1Stb8ww9g\ncTEYkrWWAUAcfxsADB6cLMySkxQXrZNIHx/A1zdZGJO3SNc50iKPCFq47oarrq7GO++8g7S0NGzb\nts3RYQgCJSViVFAiIpiW5mZtdUiI8OEHiOdZEqWyJGJcREgiybdEuCIOfzwtXboU9957L2bMmIEl\nS5a0uY/OhpOHtMizbp1JiIt8165At24mYZacdu4UIy6RkUBurklrGQDE8SwBQEODSZhkadMmE+rq\ntK/OAuw9JEpcRLrOkRZ5RNJiDYeTpf3798NoNAK4Pjmqra1tMXjL/TOZTG0CRLfVv52RkSGMnv37\nM+Dlpd38rW8HBwNr1mj/9zGZTDh9miUFWv99SkpMOH06o6XiprWe/HwTKiq0m1+6HRTEKihax4Pd\nzkC/fuzcOq31uLll4L//1Toe7HZdHbB5swh/H7Fui3T9z8jIUHU+S3lJRwZvh8+Gu++++7Bs2TL0\n7NkTt956KzZv3txyX+uz4eQQwctEiMPf/sbO+Xr6aa2VAL/+NTB1KvDb32qtBLjhBmDJEmDkSK2V\nsCRy/34gLExbHRcvMi21tSwx0JK8PGDaNOD4cW11AMD69cDHHwMbN2qtBFi8GDh4EFi6VGslwDPP\nsGrb889rrYQQBWu79LmcDTdy5EhUVlYCkG9CKRm85f4RRGtefFGMRAkQy28hynITIE5cJB+X1okS\nwHSUlQFNTVorEe+1IsoynCg+LkIcLOUl3Azejz32GFJTU5GWloa5c+e2uY88S/KQFnlE0nL1qhh+\ni5oaoL7ehIAArZUwunYVIy7r14vh4wKA9HQTjEYx2irs3GkSwvQOAGfPmoRIrAEgO1uc14tI1znS\nYj8On/GTKkFYAAAgAElEQVTu6+uL5557TkktBKE5wcFAq+V8zSguZlpEqKAA4vQUOn1ajJ1wEhER\nLC5aL09K/jYR6NPnl4qblufUASyRFSUuhL6hs+FUhLTII5KWu+5KFiIpOHFCnPPYgF/OHtMaDw8x\nek8BLCaiLDnV1iYLk0TeemsyAgKAkye11VFdzfqD/W8fkuaIdJ0jLfbDrbONKMedEIQ9hIcDFRVA\nY6O2OkTpJSQhyrl5osVFlGRJNG+OCHGRYkIfQ0RHaHbcCXmW5CEt8oikZc8eE3r3ZgmTlpw4ATQ1\nmbQV0YqzZ8XwLB05IpYHRYSk4MIF4No1kzAVFJPJJERyXVwM9Ohh0lZEK0S6zpEW++FWWRLluBOC\nsBdRLvTBwdpqaE3v3sz/0dCgnQazmWmgylJbRPO3AWLFhSA6gutuOGuQZ0ke0iKPaFpEuNCfOAHc\ncUeytiJaMXFiMoKCgPJy7TRUVzPPkr+/dhpaI8prpbiYnVMnCsnJyS3Gdy0pLgZuuSVZWxGtEO06\nJwoiabGGxqdxEYR4aF1ZMpvF8+YA0PwDUIqJSBWU8HDgzBng2jXtNIjmVwKAqCjtq7OinK1IuAbk\nWVIR0iKPaFq0rhZUVQEeHkBGhkk7Ee0QIS4nTojnQfHwAEJCgNJS7XQUFwONjSbtBLRDeq0UFWmr\no7gYOH/epK2IVoh2nRMFkbRYg3bDEUQ7tO5WLWKlANDeh1JcDAQFaTe/JUSouInmzdG64mY2s/ew\naHEhxESz3XDkWZKHtMgjmhYRPvwiI8WMi5ZJZFERMG5csnYC2iH9fURIIqdPT9ZOQDuSk5Ph4QGE\nhmpXcTt7FujaFZgyJVkbATKI9n4WBZG0WIN2wxFEO8LCtP1WLKrXQoSkgCpubWluFvv1otVSnKiv\nFUJMNNsNR54leUiLPKJp0fpbsXShFy0uWidLRUVAZaVJOwHtkP4+Wi7bnj4N9OgBHDhg0kaADK3j\notXrRdoMINp7SBRIi/3QbjiCkCEqSrsLvaiVgpAQoLISuHJF/bmbm4GSEjE9S1onBVFR2szdEVq/\nh6iyRCiJwcxhrSw5ObnFLEVLcYQemT0bGDECmDNH/bkHDgRSU4H4ePXn7oiYGGDDBmDAAHXnragA\nhg9nlRTROHkSGDaMLd2qzZdfsr/H11+rP3dHfP01sGYNsHq1+nM/9hj7m8ybp/7chP6QNqMlJSVZ\nrHRRZYkgZIiK0sZvIVVQRKwsAdpVUUSuoAQFARcvAnV16s8tsjdH64qbqHEh9Ak3z5IoBm+R1kNJ\nizwiatEqWTp1CvD1BXx8xIyLVv6coiL2NxExJm5uQL9+2sRFVH8boO0ynMhxEQHS0hbNDN4EoXe0\nSpakpEBUIiK0i4vIlQItK26ixiUwkPnbLl5Ud96mJqCsjCWwBKEU3DxLgBgZI0E4QmUl8+dcuKDu\nvJ9/DmzdCnzxhbrz2srKlUBaGvDNN+rO+9BDQHIy8PDD6s5rK48/zrxmTzyh7rwREcC2bUB0tLrz\n2srgwcxXNXSoenOWlQGjRzMvGUHYSkd5C1WWCEIGo5H5h9ROlkSvLEVHA4WF6s9LlaXraWhgy7Z9\n+6o7rz1oEReRq22EfuHmWRLluBORqlukRR4RtRgM2izFFRb+UiUQMS5SsqS2HVEyeIsYE0CbpKCs\njJnLPT3Fjova76HWyZKocdEa0tIWzY47IQhXQItkSfTKkr8/SySrqtSb88oV4Px51ihUVLRIlkSv\ntgHamLxbf+EgCKVwyrN0+PBhLFmyBIsXL27zc/IsEa7As88CvXsDzz+v3pxBQcChQ6wBpKgMHw58\n/DEwapQ68+XlAdOmAcePqzOfI1RWssSgupolk2qwdCmwezfw73+rM58jrFsHfPIJ8P336s35wAPA\n5MnAgw+qNyehf7h6loYNG+bM0wlCaNSuLNXVATU1Ynapbo3acRG5x5KE0cj+q2bFTQ9x0WIZjipL\nBA/obDgVIS3yiKpF7aRAWlZxc7tei9a01qK2ybv1cpOoMTEY2O5JNeOiB2+O1JdLTY+b6L4/ESAt\n9uNh7c6amhqsbter3mg0YsaMGVYHra2tRWZmpkWD9/bt2wFcX/Zy9dsSIujJyMjQPB7S7YyMDE3n\nt3Q7KioZRUXqzVdTk4zoaPFfL42NJuzaBQDqzL9zpwl+furN5+j7OSYmGQUFwOXL6sxfXJzc0nhR\n1Pdz9+6Al5cJa9YA99zDf/6aGqCuzoSjR4GgIDHiIfr7WWs9al//rW08s9aY0uk+S3PnzpX1LFlz\nlovQ2ZsgOuLqVaBnT7Y85mH1a4Uy/POf7Fv4++/zn8sZtm0DXn8daPcZwI177mE+lJkz1ZnPUV58\nEejaFXj5ZXXmCwwEsrPFX7YdPZq9tseM4T/XoUPA738PZGXxn4vQJx0lS+2TWwk3ZyZNTU3FgQMH\nWjLD9pOazWbZfwShB7p0Afr0AcrL1ZmvsFB8Dwqg/jKcXvrmxMQABQXqzFVdDdTXs9en6Ki5I478\nSkRHWMpLuB53MnPmTBw4cACJiYltfk6eJXlIizwia1HTt9S+bYCocQkPB86dY1v6eWM2t42LqDEB\n1E0iCwtZciZ9SRY5LlFR6saldbIkcly0hLTYj1PJEkG4OmonS3r4VuzuzhImNQ6Orapihnd/f/5z\nOYualaWCAjafHlAzLlRZInhBZ8MRhBVef50td/ztb3znaW4GunVjyUG3bnznUoLJk9k5aFOn8p3n\nwAHgsceYF0V0mpuB7t2Bs2fZf3ny178Cly4Bb73Fdx4l2LWL9SrbvZv/XBMmAPPnA7feyn8uwrXo\nKG/hVlkS5bgTgnAGtSpLFRWsV48eEiVAvbgUFOinUuDmpt6Sk94qS2o1FKXKEuEImh13Qp4leUiL\nPCJrUSspkDvmROS4qOXPOX4ciI21rENL5LSoFZf2yZLIcenTh/nbeH8sXL0KnD7d9mBhkeOiJaTF\nfrhVlqTdcAShZ9SqFIh+Jlx7oqPVSSLz84H+/fnPoxRq+XMKCvQTF6lhJ++4nDjBvHSennznIVwP\nW3bDkWeJIKxgNgN+fiwxCAjgN8/LL7NeTgsW8JtDSbKygF//GsjJ4TvPjTcC774LjB3Ldx6l+Ne/\ngMxMYMkSfnPU1rIzC2trf+n2Ljr33QfcfTd7zfBi40bWo+zHH/nNQbgumnmWCMIVMBjYN3jengu9\n9FiSkHrnNDfznef4cf1UUAB1KiiSL0cviRLA/oZqxYUgeMDNsySKwVuk6hZpkUd0LbGxbDmIJ3JG\nZpHj0r07625++jS/OauqgMZG1qnakg4t0cqzJGfuFj0uapi85ZIl0eOiFaSlLZoZvAnCleCdLJnN\nwLFjwIAB/ObgAW8/l2TuFuA7l8306wecOsXMxrzQ0044CaosEXqHPEsE0QFffQWsXQusWsVn/NOn\ngYQE4Px5PuPz4ne/Y31tHn6Yz/hffAFs2sTirydiYoANG/glv7NnAyNGAHPm8BmfB6dPA4MHs87v\nvBg0iL1HBw/mNwfhupBniSCchHdlKT+/7fZ4vTBgAN+46M2vJMHbt6THyhLv9gHNzcxDpyffH6Ev\nqM+SipAWeUTXIhm8eXXCsLQEJ3pcBgwA8vL4zSmXLIkeE4C/b0mPniVpowSvJPLkSbZr1cenYy1a\nQVrkEUmLNaiyRBAd4OvLDM0nT/IZX49+JQCIi2PaedG+IaVe4FlZqq9ny7VhYXzG5wlPk7fe+nER\n+oObZ0lyllNjSsIVGDcOePVVYPx45ceePh34/e+Be+5Rfmye1NezI1ouXWI9opTEbGZJakmJPg7R\nbc26dazP0oYNyo+dkwPMnAkcPar82Lz5y18Ab2/WU0xp1OhvRbgu0s79pKQk8iwRhDPw9C3ptbLU\ntSsQHMy8Ikpz9izg5aW/RAng25dLj34lCZ6VpaNHWaWTIHjBzbMkynEnIq2HkhZ59KCFV7LU0MCq\nJ3IfgHqIy4ABfJbiLJm79RCT6GigtJRP+wBLyZIe4sLTs5SXBwwcaLsWLSAt8oigxZbjTqiyRBA2\nwCtZKioCQkKALl2UH1sN4uL4mLz16lcCWEUsMpJPFeX4cf32EuJZccvLo8oSwRfqs0QQNpCTwzxF\nSldR1q9nfotNm5QdVy0WLwYOHgSWLlV23BdfBLp1A156Sdlx1eKee4Bf/YqdiaYkSUnAK68AKSnK\njqsGZjPr+l5WxnauKcWlS0BQEPuvno6AIcSC+iwRhAJER7NTzRsalB1Xr34lCV6VJb3vbho4kI8J\nOzeXNV/UI7zaBxw7xqqQlCgRPKGz4VSEtMijBy3e3my57MQJZeeTLvT2aNEC8ixdjzUtgwaxxEZJ\nzp4FmppYFcUeLWpjTcuAAconkdbM3XqJi9qQlrbQ2XAEoSA8fEv5+fquLAUFMSNzVZVyY5rNrPpA\nlaW2SFUlAb6DOkxCAlvSVhJL5m6CUBLyLBGEjTzxBFuOe/pp5cYMCgIOHNBnk0GJUaOA998HbrpJ\nmfHKyoDRo/k1AVWDujqgVy9le1B99BGQlaXvXkLffQd8+inz6inFjBnA/fcr7w8jOhfcPEs1NTXY\ntm0bli5dirS0NEeHIQjdoHRlqaaGfZiGhCg3phYo7VvKzmYVCD3j48MSYSV7UOnZrySRkAAcOaLs\nmNRjiVADh5Ol1atXIzo6GrNnz8abb77Z5j46G04e0iKPXrTExiqbFEgH6FoypuolLkr7lrKzLZ8c\nr5eYAMovxeXkAPHxjmlRE2taIiOZ96q2Vpm5GhpY+w09+/60gLTYj8MF4tmzZwNgiVFAQECb+2pr\na5GZmWnR4L19+3YA15e9XP22hAh6MjIyNI+HdDsjI0PT+W29PXhwMrKygO3bTTAYnB+vvDwZAwbo\n//XS1GTCrl0AoMx8W7eaMHy4cuNp9X4eNCgZublAz57KzJebm4xBg/T9fnZ3B0JDTfjiC2DePOfn\nKyoCjEYT0tO1fz04+3oR5f0s0uuFx21rG8+sNaa06lmqqanB6tWr2/zMaDRixowZLbfnz5+PuXPn\nIiIiouVnycnJVp3lInT2Jgh7MZuBwEBW+QgOdn68l19mZt3XXnN+LC05cgS4917lqihDhwLLl+N/\nCZN++fRTYOdO4PPPnR/r3DlmeL9wQd8GbwB46CHWL+qRR5wfa+1a4JNP+JzDR7gmHSVL7ZNbCauV\nJV9f35YKkhypqamYM2eObPJjbVKC0CMGA/sgz8xUJlnKygJ+9zvnx9GamBjmzWloADw9nRuroYG1\nDdC7Nwdgy3BKmbFzc9kSnN4TJYD9Hkr5lmgnHGEvloo1UuXJEm6OTrh161bMnz8fc+bMwfz589vc\nR54leUiLPHrSMmQIS3KUICMDSEx0XIuaWNPi7Q2EhjLviLPk5wPh4eyQXnt1qE1HWiTPkhKF9Jwc\n6wmknuKiZPuAjszdeoqLmpAW+3HYszRx4kQU8DoVkSAEZehQYOtW58epqmJLKlFRzo8lAkOGsIqb\nsz2jrJm79Ya/P9C9O1BezhJAZ5AqS66Akjvi8vIAK4sfBKEY1GeJIOzg0CHmucjOdm6c7duZZ4kZ\no/XPa68B9fVAu42xdvOXv7ClvIULFZGlORMmAC+8ANx2m3PjjB8P/L//B9x6qzK6tMRsBnx9gZIS\nllA6M46/P2tg2quXcvqIzklHeYvDy3AdIcpxJwShJIMGsYvz1avOjdPREpzeuOEGlkg6iytVlgD2\nelHC+O5KlSWDgf0uzi7FnTjBKneUKBHOotlxJ+RZkoe0yKMnLd7ebOnM2X5LtiRLeoqLlCw5W6fu\nKFnSU0wA5lty9oy48+dZcm6teane4qKEyfvAgY53TOotLmpBWuyHW2UpKSmJWgQQLonkz3GGzEzX\nqiwFB7PmmhUVjo9x6RJrWBgdrZwurRk2zPmKmyucCdceJXxLBw8CI0Yoo4fo3JjNZqs9lgDyLBGE\n3bz5JlBZCfzjH449/9o15tmoqrK860uP3H47MG8eMH26Y8/fs4edv3fggLK6tOTyZbZMVFXFqpKO\n8PHHLDFYtkxZbVqydSvw178y756jTJwI/PnPwJQpyukiOi+aeZYIwlUZOtS59gG5uWwpz5USJcB5\n35Kr+ZUAoFs3tkPQmUrk/v36b9DZnvh49vd29Ku62cwSSFeLCyEu3DxLohi8RapukRZ59KbF2WU4\nW83deovLsGHA4cOOz2FLsqS3mADAqFHAvn2Oz5OeDtx0kzJa1MAWLUFBLOE5fdqxOYqKmLm7Tx/n\ntagFaZFHBC2aGbwJwpUJDQUaG4EzZxx7vqvthJOgypI8I0ey6pAjVFcDZWXM4+NKGAzA6NEsEXQE\n8isRakOeJYJwgPHjgRdfBCZNsv+5ycmsn5AjzxUZqe/N8ePsDD17aG4GAgLYLsOOqgV6IysLuO8+\nx3ZQbt4M/O1vgCteSv/6V9aY1RHv3/PPM9/fX/6ivC6ic0KeJYLggKNLcWYzqywNHaq8Jq0xGBxf\nijtyhCVYrpYoAWwnW3k5qxLZS3o6cOONymsSgbFjgZ9/duy55Fci1Ib6LKkIaZFHj1pGjHBsCaGk\nBPDxAXr3Vk6LGtiqxdGluJ9+Am65RTkdamCrFg8PFpeDB+2fY88e25IlPcZl5EhWdauvt298e8zd\neoyLGpAW+6HKEkE4wPjxbGmkudm+5x0+7JpVJQlHk6WdO4Fx45TXIwojR9pv8m5uBvbuZd4eV8TH\nh1Xd7E0iCwvZEpy9S70E4QzcPEuSs5waUxKuSv/+QFoaW5KzlSefZJ2Y58/np0tLcnOBO+9kviVb\nMZtZTHbvBiIj+WnTklWrgJUrgTVrbH/OsWPsTLkTJ7jJ0pynn2YNTV94wfbnrFwJfPMNe+8RhBJI\nO/eTkpLIs0QQSjN+vP1N9bZsYc30XJUBA4Bz51gnblspLGRLVRER3GRpzqhR9u+Is6VlgN4ZM8Z+\n39KBA7QTjlAfbp4lUY47EWk9lLTIo1ct9iZL5eUsiRg2THktvLFVi7s7MGEC8OOPto+9cyfzK9nS\nlk2PMQFYInjlin3Hwdhj7tZrXMaOZRVFez4qbDkTzhEtvCEt8oigxZbjTqiyRBAOkpzMPuibmmx7\n/NatQEoKSyhcmdtvBzZtsv3xru5XAlgiaG91yZV3wkmEhrLmkvn5tj3+4kXmiRszhq8ugmgP9Vki\nCCcYOBBYsYIZmzviN79hCdbs2dxlaUp5OWu6eeaMbYlhdDSwfj0z+7oyf/0rqyy+/37Hj62rYzsm\nq6qALl34a9OSBx5gS9OPPNLxY1evBj77DNi4kbssopNBfZYIgiO2LsU1N7PKkqs1opQjLIwZtm3Z\n/VVezqoFAwfy16U199wDfPutbTso9+xhGwdcPVEC7Ou3tG6d4wc1E4Qz0NlwKkJa5NGzFluTpexs\noGdP+0zMeo6LrUtxP/0E3HyzbX4lR3TwxF4tAwey18DevR0/dtUq4O67+Wnhib1axo4Fdu3q+HEN\nDew1NW0aPy08IS3yiKCFzoYjCM4kJ7MLfWOj9cdt2dI5qkoS9iRLru5Xas3MmUBqqvXHXL3KKlC/\n/rU6mrRmyBBmfu+o8/uuXUBUFPM5EYTakGeJIJxk8GDg00+ZgdcSt90GzJ1rX7VAzzQ0sKaBx45Z\nPsLk6lWgXz/W3DMuTlV5mnHkCDB1KuudZKmatmYN8zV1psvnq6+ylhMffmj5MX/6E2A0Ai+/rJ4u\novPA1bOUlpaGtLQ0LF261JlhCELX3HEHM3lb4soVtj16/Hj1NGmNpyfb+WethcDq1SzR7CyJEgDE\nxwNdu7Lt75ZYsYJtBuhMPPww8PXXlo8+MZuBtWvJr0Roh8PJ0rZt2+Dn54eUlBQcbNevns6Gk4e0\nyKN3LU8+CXzxheVGjF9/zY6s8PPjr4UXjmixthRnNgMffMBix1sHLxzRYjBYX4qrqWFLtjNn8tfC\nC0e09O3LjoT59lv5+3NymDHenm75jmrhBWmRRyQt1nA4WUpJScGIESMwf/58vP32223uq62tbTF4\ny/0zmUxtAkS31b+dkZEhjJ6MjAzN4+HM7WPHTLjlFlPLlvDW99fXAy+8YMLdd4ujV63Xy7Rp7IP/\nyy+vv//jj02orASmTBHj91PzdkSECf/5j6mlEWPr+9nxOSZkZto3viu8n2fNYsvZcvf/858mTJ/O\nkk2tfz9XuO0KrxdHb1vKSzoyeFv1LNXU1GD16tVtfmY0GjFjxow2Pxs+fHib6lLrs+HkEKGzN0Eo\nSVER+2ZcVMQO+ZT4xz/YEpylb8yuzj/+AWzezJbjWnt0HniAHVnx5z9rp00rzGZ2ruCnnwLtmwan\npADz5tlfWXIFrl4FwsNZ24To6F9+XlzMKrNbtrj2IdSEOljbpW/tbDiHDd7z58/HnDlzEBkZiZiY\nGBQUFLTcRwZvojPyu9+xxor/7/+x2xcuALGxrEN1Z+gjJEdDA0uK5s//ZXfXyZPMu1NcbP/SpKuw\ndi3w+ONsN2BUFPtZWhpLlEpLAW9vbfVpxZ//zM4J/Pvf2e2GBnYUzn33dc7EmlAPbgbv+++/H0VF\nRVi6dCnmtztCnTxL8pAWeVxFy/z5wKJFzKeTlwe88QZw112OJ0quEBdPT2DxYuCZZ9hup3XrWFXp\n1792LFFyhZgAwJ13Ai+9BEyezOLy3nvAU0+xCpwjiZKrxOWPfwS++Ya9Rk6fBl55BQgIAJ5+Wn0t\nSkNa5BFJizU8HH3isP+dBpqSkqKYGILQM/HxwHPPAf/8J9safuUKW1Lo7Nx0E9vFFBbGlip//3v2\nYdjZmTePdTBPSGBtFnbvZkbnzkxUFDNzv/Yai4u3N+u/5EYdAQmNoT5LBEFw58oVVimwp4N5Z8Bs\nBj7/nFUgO+uSpCVyclh8EhK0VkJ0BjrKWxyuLHWEtBuOzNwEQXh7U6Ikh8HAKm3E9cTHa62A6CxI\npu+k9jsuWsHtbDhREKm6RVrkIS3ykJbrEUUHQFosQVrkIS3yiKTFGtxWgpOSkqiqRBAEQRCE0JjN\nZqtVJYA8SwRBEARBdHK4ng1HEARBEATh6nDzLEkGb60RqbpFWuQhLfKQlusRRQdAWixBWuQhLfKI\noMWW406oskQQBEEQBGEF8iwRBEEQBNGpIc8SQRAEQRCEE1CfJRUhLfKQFnlIy/WIogMgLZYgLfKQ\nFnlE0mINqiwRBEEQBEFYgZtnSXKWU2NKgiAIgiBEpfVxJ+RZIgiCIAiCcABuniVRjjsRaT2UtMhD\nWuQhLdcjig6AtFiCtMhDWuQRQYstx51QZYkgCIIgCMIK1GeJIAiCIIhOTUd5iwePSSVzt8Fg0Hwp\nTjJuaa0DIC2WIC3ykBZxdQCkxRKkRR7SIo8IWlobvC1By3AEQRAEQRBW4JosiZC1EgRBEARBWEJs\ng7fBwP6p8Rg1tCihg7TwncfVtLjae4i08NNBWvjO42paXO09pIAWp5Ol1NRUHD582NlhCIIgCIIg\nhMQpg3d1dTW2bt0Kf39/pfQQBEEQBEEIhVPJ0sGDBzFp0iSL9xsslLzarA3+b7ueVRR4TLJK89gy\nBmnhqEWh30dXWtT6GwqkRbXXrUhaOuP7WSQtdG1xCS07rCzFhYaGWrzPap+lmpoarF69us3PjEYj\nZsyYgeLiYhiNRmzduhV+fn5ISUlpecywYcOQkZFhcdKOjFQEQRAEQRBKI7U2kiMxMdGircjhppRp\naWnw8/PDli1bEBAQgOeee86RYQiCIAiCIITGYYP3jBkzMGLECFRXV6OqqkpJTQRBEARBEMLA5bgT\ngiAIgiAIV0H1Pkvnz59HXl6e2tPKcvz4cZw6dUqI5pkUl1+4cuWKJvPKcfLkSa0ltEBxIQjnoPeQ\nPBSXjlE1WSosLMTOnTvx9NNP41//+hdOnTql5vTXUVJSgoCAAIu79tSC4vIL+fn5WLJkCV555RVU\nV1erPn97rG1UUBOKy/VcuHBBmAtrfn4+Lly4IMQXL4qLZS30HroeiottqJYslZWVoaioCPfccw8+\n/vhjZGVl4eOPP0ZBQYFaElo4fPgwFi5ciJdeeglVVVWoqKhAfn6+6joAseKSkZGBV199VbO4lJSU\n4MqVK3jqqadw7tw5LFy4EDt37tTkQnvmzBmkpaXh+++/BwBcvHhRdQ0SFJfrOX78OH744Qc89NBD\n+OabbzS/yJeUlMDf31/zL14UF8s66D10PRQX23FfuHDhQjUmKiwsxNdff41hw4ahb9++GDp0KHbs\n2IGSkhKMGTMGbm7q5G1Xr15FeXk5Fi9ejAULFiAxMRFr167FG2+8gdOnT2P06NFwd3dXRQsAFBUV\n4auvvtI8LgCQk5ODTz/9FK+88orqcWlubsZXX30FLy8vxMTEYMqUKcjKykJ6ejpCQ0MRFBTEbe72\nSBePxYsX47333gMArFixAmlpaUhMTISPj49qWkSKS2NjoxBxKS0tRUVFBaZOnYr+/ftj5cqVKCkp\nQUxMDLp3766KBomsrCx88cUXWLZsGaZPn46amhpcunQJPXr0UFUHQHGxhEjvIbq2yCPKtcUa3JOl\n2tpaeHl5ITg4GAcOHMDRo0fRv39/hISEIC4uDp9++im6dOmCQYMG8ZQBgB3NsnfvXtx555248cYb\nUVJSgosXL+KOO+7ALbfcgg8++AAeHh4YMmQIdy1FRUXw8/ODr68vMjMzkZeXh9jYWAQHB6sel4sX\nL8LNzQ0xMTG4+eabUVxcrGpcmpqa4O7ujvr6eqSlpaFPnz4IDQ3FzTffjP3792PPnj2YPHkyl7nb\n09zcDE9PT4wePRphYWGIjIxEZWUlJkyYgNWrV2PHjh2YPn26KlouX74MLy8vXLt2DampqQgKCtIs\nLtu2bUPPnj0xfvx4hIaGIioqSrO4ZGRkYN26dbj55psRFRWF6OhobNmyBefPn8eoUaNU0SCxfft2\nLF68GG+99RYGDBiA1NRUvPTSSzCbzUhMTFS1opKZmSlEXJqamnDgwAH83//9n+ZxoWuLPHRtsR+u\nyVHPrCsAABNBSURBVNKxY8ewbt06vP/++0hISEBjYyPKy8tRXFyMyMhIhIaGIjExEYcOHcLQoUPh\n6enJSwr+85//4NNPP8Xtt9+OmJgYBAYGonv37hg4cCDq6+vRp08fjBw5Evv27cONN97IvbqUnp6O\n/v37w9PTE/X19cjKykJZWZnqcfnpp5+wePFivPbaaxgyZAiGDBkCLy8vJCQkqBKX4uJirFq1Ct7e\n3ggKCkJhYSEKCwvRs2dPBAUFITk5GStXroSPjw+io6MVnbs9e/fuxfLly1FfX48bbrgB/fr1Q3p6\nOsaMGYPu3bvj7rvvxmeffYaAgABERUVx1VJbW4v09HRERUWhqakJ+fn5KCwshL+/P/r06aNqXD7/\n/HN88MEHuO+++xAUFITIyEjs3bsXN910k6pxuXz5Mjw9PdG3b1+YTCYUFhYiPj4eYWFhCAkJwSef\nfIKIiAj07duXm4b2WhISEjBixAicOnUKdXV1uOOOOxAbG4v33nsPERERiIyM5K6ltLQUvr6+8PPz\nw+7du1FUVISEhARN4vLtt98iJycH99xzDxITE3HmzBnN4kLXFnno2uIY3JIlqWozbdo0FBYWYtOm\nTYiIiICPjw8qKiqQlZWFsLAwNDc3Izw8HGFhYTxkAADee+897NmzB2vWrEF9fT28vb3h7e0NPz8/\n7NixA1u3bkV8fDwyMjJgNBoRHx/PTUtxcTHWr1+PVatW4c4770R9fT3i4+Ph6emJzMxMHDlyRLW4\nFBcX4/Lly3j00UdRVlaGN998E3PnzkVgYKAqcSktLUVlZSUMBgPeeust+Pn5oVevXqisrERxcTG8\nvLwQGhqKkJAQBAcHIyAgQNH522vJzc1FQEAAFixYAKPRiJEjRyI+Ph47duxAbW0t+vTpgytXriA6\nOpp7idpkMuHUqVMYOnRoy0Xs8OHDKCkpQZcuXVSLy2effYaff/4Z7733Hk6dOoXevXvDx8cHgwYN\nws6dO1FXV6dKXI4dO4bU1FR89dVXGDx4MC5duoTS0lKUl5djwIAB6NevH0JDQ5GRkYFhw4Zx/bKz\nc+dOfPjhh/jggw8watQoJCQk4OrVqxgyZAjMZnNLYnLo0CGMHj2a+1L6zz//3PLFq7q6GtnZ2Thz\n5ozqcfn888+xZMkSTJkyBZGRkS3Xsfj4eNXjQtcWy9C1xTG4JUsbNmxAUVERRowYgbFjx+LChQv4\n+eefMXLkyJY3SnZ2NoKCgpCYmMhDAgDAbDbjo48+whdffAGAXVjq6upavmWdPXsWgYGByM3NhZ+f\nH2699VZuWgDgnXfeabnQ9ujRoyWzvu222xAfH69aXADg0KFDMBqN6N27N8aPH4/09HQMGTIEAQEB\nOHnyJEJDQ3HkyBEucbl06RJWrlyJKVOmYNCgQQgPD8f69ethNBrRv39/AMDGjRtx7do1+Pv7IyEh\nQdH5W3PhwoWW5dnBgwfDaDRiwYIFeOyxx3DhwgWkp6cjICAAWVlZ6NGjB8aOHctNS2lpKR566CEs\nX74czz33HOrq6rBmzRoEBQUhJiYGly9fxoYNG1SJy65du/Dyyy9j48aN8PX1xd69e1sS5nPnzmHP\nnj0wGo3Izs7mGpeSkhLU1tZi+vTp2L59O3bv3o2YmBh4eHi0fBANHDgQABAeHo6QkBAuOgDgxIkT\nuHTpEh577DHs3LkTy5YtwyOPPILg4GBs374dP/30EwYPHoyjR4+id+/eGDBgADctFRUV2LRpE9au\nXYvp06ejsbERQ4YMQV1dHbKzs5GXl6daXBYtWoR9+/ZhzZo1qK6uRs+ePeHl5YXevXvDZDKpGhe6\ntshD1xbn4JYsdevWDd999x0AIDY2FkOHDsWpU6ewdu1aPProoxg8eHDLC5kXZrMZBoMBfn5+LSW8\nwMBA7N27F6GhofDx8UFYWBj69u2LPn36IDY2lpsWiZSUFISFhcHb2xuXL1/GnXfeiZycHKxYsQLz\n5s1TJS4SFy5cwIoVK+Dj44O+ffsiMzMToaGhLd8IExISYDQaWy64StKlSxf89NNP+PnnnzFq1ChE\nR0cjMDAQa9euxbBhwzBz5kyMHTsWgYGBiIuLU3z+9lpKSkrw448/YujQoUhMTERZWRkmT56Mbt26\noUuXLggJCUFDQwPGjRvHVYuvry8aGxsxfPhwTJ48GdnZ2bh69SpefvllJCYm4le/+pVqcenRowdS\nUlLQp08fGAwG7N+/H9XV1S0V4rCwMBiNRu5x+eabb1BXV4f4+HhMmjQJx44dQ1ZWFsaMGYOEhARU\nV1fjyJEj6NOnD/cvGLt370a/fv1gNBoxbdo0rF69GklJSfD19UVxcTGCg4ORmZkJo9GIiRMnctPR\n2NiIF198ER9//DEWLVoET09PLF++HCtXrsS0adPQr18/1eJy+fJlvP3221i1ahUAdvaWp6cn+vTp\nA7PZjJKSEvTq1QvZ2dnc4wLQtcUSdG1xDm7JksFgQElJCfLy8mA2mxEdHY0bbrgBOTk5OHXqFAYP\nHgwvLy8eU7fRAABhYWFwd3eH2WzGtWvXsGPHDri5uSEqKqolofL29uaqBWBmQzc3NwwcOBB5eXm4\n4YYb4OnpiaSkJGRlZeHcuXOqxEXC29sbYWFhGD16dIu+AQMGoHv37njyySdx9913o1u3btzMmFev\nXsWhQ4dw4cIFDBw4EP369UO3bt3wj3/8A7feeit69eoFX19fLnO3prm5GWVlZfDy8sLgwYMBsJ2B\nN954I+rq6nDq1CnExsZaPZFaKR0GgwFDhgxBQ0MDdu/ejQkTJiAxMRGhoaFYsGAB7rrrLtXi4u7u\nDm9vb3Tt2rVFX35+PiIjI9GlSxd0794dPj4+XCsWAODm5obU1FT4+vqiX79+GD16NLKysrB7927M\nmTMHw4cPR2xsLCIiIrjqAIDKykp88cUX6NWrF4KDg5GVlYVBgwYhMDAQADBkyBD4+Phw/VYOsJiM\nGzcOISEhCAoKQk1NDe644w5s3LgRW7ZswRNPPKFKXMxmM7y8vFr8JgDg4+ODffv2ISIiAt7e3oiI\niEB4eDj8/PxU2bAC0LVFTgddW5yDW7LUtWtXhIeHo6CgAMePH0dNTQ0GDhwIf39/hIWFtVxc1EBa\npzcYDOjatSuqqqrw6quvYtCgQaqYHiXc3NxakrPo6Ghs374dRUVFiI6ORmVlJfr166eqnq5du7Z5\nMZrNZnh6euLpp5/GqVOn8Nvf/pbrrpXg4GCcPXsW2dnZqK6uRnx8PGJiYuDj44Pg4GD07NmT29yt\ncXNzQ0RERMuFvLGxEfX19YiIiMDUqVORkZGBmTNntvzteGEwGFrmCA8PR0JCAjIyMhASEoL+/fuj\ntrYWCQkJqm0Dd3d3b7mYSfr+9a9/oaqqSvVdZ9J1pGvXrggLC8PYsWPxww8/4Nq1a4iLi0OXLl1U\n0eHm5obg4OCW37++vh6DBw+Gt7c3Xn/9ddx2223o0aMH991eTU1N8Pb2Rv/+/XHo0CGMGjUK3t7e\nmDp1KtatWwcAqsRF+j2DgoLg6ekJs9mMhoYG/PTTT+jZs2dLEuDm5qZq+wK6trSFri3Ow3U3nK+v\nL8LDw2E2m7F//36cPHkSAQEBqmzNl3vxST8bMGAALl++jKNHjyIpKUlVLdJ/6+rqkJWV1bJe7e/v\nr0q50VpcSktLce+99yImJgYrVqyw+Hgl5pYSs4EDB+LMmTMoLCzEjz/+iG7dusFoNHIvA7f/vaT/\nb25uhru7O0pLS/HMM88gNjYWy5Yta/MYnlpaX9SOHTuGjRs3olevXsjKyoK3tzf3C4mlv7fZbEaP\nHj0QExODJ554AqNHj1ZlqRhgJfuAgAAcO3YMhYWFaG5uRmRkJIKCghASEoJevXqpokPS0vr3bmho\ngI+PDx5//HEUFBTgwQcfVGVbvPTFy8vLC3FxcTCZTDh//jzCwsJQV1eHqKgoVb+VSzt2DQYDfHx8\nkJeXh3/+85+45ZZbYDQauc9P15aOtdC1xTmcPkhXCoAtH6pnz55F7969nZnOKpWVlbhw4QJiYmKu\n0yfR3NysSqNHW7TU1ta2JCk8fEH2aAGAvLw8rFy5ElL+rFSidPXqVdlvuNL4jY2NcHd3R3p6OoxG\nI1fzpyUt7XnppZdw4sQJfPnllwD4vG460tLQ0ID8/Hw0NjaipqaGazJtS1ykGJSWlqpaAZXIycnB\n4cOHsW/fPowZMwb9+/fH8OHDVdcB/PLa3bdvH/74xz9izJgxWLRoUZv71KK6uhrfffcdBgwYgKqq\nKnTp0oW7L8gSrX/3Z599Fn369MFzzz3HbT66tjimha4t9uNUslRSUoIdO3bgN7/5TYsnqHUWLb0A\n1Lh4FBQUICMjA5988gnuvfdeTJw4sWUNvbGxER4eHi2P5Z0w2aOFN/ZokRq4AcrFKD8/Hxs3bkRd\nXR3++Mc/onv37m1eK2p+sHSkpTXnzp1rWSrmoVGvcVHjfd3RuFevXkVlZaUqlZOOtKSnpyMtLQ3v\nvPOOTY/npaWqqqrFJ8rb5N6RFrW+kO7YsQPfffcd6urqsHDhQoSEhLS5hqn5HupIS2t4X1v0Ghe1\ncwZ7cSpZ+u6775CWlobJkyfj/vvvh4eHx3W/ZE1NDXr27Mn1Fy8rK0N+fj5SUlKQl5eHd999F2Fh\nYbjrrrswdOhQ0mKDlh49eih+gSspKWnxqj3++OPo2bMnpkyZgnHjxnFttKmkFh5vWleIi9IUFRUh\nMzMTd999NwBo+sXLVi1A2y8cPLTZo4U39mjhra2kpARFRUW4+eabcd9998HT0xOrV69WZW6ltPC6\ntug9LqLisNqmpiYAwOjRo1vOfWtsbITBYGi576mnnsL777+P3NxcZdRa4OzZs/juu+9w7tw5xMXF\n4cUXX0RlZSU2b96MhoYG0mKDlqNHjyo6d1NTE9avX4/z58/D09MTH330EYxGI9atW4fs7OyWx82b\nNw+7du1CTU2NovMrpUXpi5mrxEVp9u/fj40bN7aYk6XqGoCWi+qVK1dU+bZpi5b6+noAaFOZ5aHN\n1riogT1aeH4QNjU1ITMzs6URZ1paGk6cOIFz5861edzcuXNVeQ85qoXHtcUV4iIqDhu83dzcEBcX\nh1GjRuHcuXPIzc1FRUUFEhMTW94oKSkpmDBhAhobG7keoOjv748DBw7g2LFjiIuLQ0hICGJiYrB0\n6VL4+fkhNjaWtKisxc3NDXV1dUhLS0NYWBhCQ0MxZswY7NmzB5mZmZg0aRIAtnxw6623wsPDg9vy\nJGkRW0tzczMyMzPRpUsXlJaWorq6GnFxcS1fvNzc3DBr1iyUlJTAaDRyNXSTFvG1uLm54ezZs1ix\nYgXCw8MRGBiInJwc3HTTTejRowfKysrg6+uLc+fOYfLkydzfQ6RFbC1K4dRuOKl3Q3R0NGpqalBY\nWIiysjJUV1fDaDS2bA00m81c+xh5enri4sWLyM3NRXl5OaKjoxEWFoZBgwbh0KFDLVt7SYu6Wvz9\n/ZGRkYGioiL06tULffr0wfjx4/HZZ5/B19cXUVFRGDp0KCorK+Hm5sZ1mzNpEVeL1P9l1KhRqKio\naNnuPXDgwJYvXmPGjMHEiRPR3NzM9QRy0iK+FoDtSuzRowdGjBgBgJncExMT4e7ujo8++gjjxo1D\nYmIiqqqquL+HSIv4WpTA4WTJbDa3bF/18PBAXFwcLly4gEWLFsFoNCIpKQkGg4F7w0dp3TcuLg61\ntbXIzc1FTk4OIiIiYDabER4ejvDwcNKigRZvb2/ExsYiPT0dJ06caOlxIp09JG0p7t69O/c3CmkR\nX4u7uzv69euHc+fO4fjx46iursbly5fh5+eHnj17oqmpqaW/EG9Ii9haunbtiohWzTavXr0KPz8/\nzJo1Czk5OS0tHHx8fLi/bkmL+FqUwKFkqbUxrb6+Hp6enjAYDDh9+jRCQ0PxxBNPKK3TKpKWiIgI\nBAUFwWAwIDMzU5Xz1UiLdXr27InY2FiUl5fj+++/R2NjI/z8/Lh3OCYt+tQiJW9nzpzBu+++i4CA\nAIwZMwYGgwFubm6qJASkRT9apM+i4uJiPPLII+jfvz+XHnGkxTW0OIPdu+Fa/3LffPMNPD09cddd\ndwFgBxhKvhc1gtB6jlWrVsHHxwd33HEHANb0kXcpmLTYR1VVFWpra4Xoo0FaxNayfv16FBUV4amn\nntJUB2nRh5ZNmzZhw4YN+PDDDwFo+yFMWsTX4gh2JUutf7n169fjzJkzeOSRRzTZAiin5eGHH5bt\n30BatNFCEI5SX1/fxvOo5UWVtIivRas+QqRFn1ocweZkqfUvt27dOpw+fRqPPvoo3NzcVO+ZQFrE\n10IQBEEQroLdy3Dr1q3DmTNnMGvWrDYHw2oBaRFfC0EQBEHoHbtKDTt27MDJkydbPoSl1gFaQFrE\n10IQBEEQroBdlaWLFy+ie/fuQlQrSIv4WgiCIAjCFXDobDiRPoRJizwiaSEIgiAIPePUQboEQRAE\nQRCuDm2PIgiCIAiCsAIlSwRBEARBEFagZIkgCIIgCMIKlCwRBEEQBEFYgZIlgiAIgiAIK1CyRBAE\nQRAEYQVKlgiCIAiCIKxAyRJBEARBEIQVKFkiCIIgCIKwwv8H01t9lG3YlpwAAAAASUVORK5CYII=\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figure(figsize=(10,4))\n", "plot(t,u)\n", "xlim((-1,3))\n", "\n", "minorticks_on()\n", "tick_params(which='both', width=2)\n", "tick_params(which='major', length=7, labelsize='small')\n", "tick_params(axis='x', which='minor', length=4, color='r', pad=1)\n", "\n", "xticks(arange(-1,3,0.25), rotation=45, fontsize=12)\n", "\n", "\n", "grid(True)\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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FOtFSr+XDyJZdtmzRE9ny086MbtnBj2ppKTh3LY2Ydpx3tlpbxWBsp4XC5Jtn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\nGlx7LTB8uLlanM2b5TkV5Qc57XuukZqaGmQywO/8jpwcNMU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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "figure(figsize=(10,7))\n", "plot(t,u)\n", "sp=subplot(111)\n", "\n", "sp.xaxis.set_ticks(linspace(0,2,5) )\n", "sp.xaxis.set_ticks(linspace(0,2,13),minor=True)\n", "#minorticks_on() # tohle tam být nesmí, jinak minor tick nefunguje\n", "\n", "grid(True, linewidth=2, linestyle='--', which='major')\n", "grid(True, linewidth=0.5, linestyle=':', which='minor')\n", "\n", "sp.yaxis.grid(False,'minor')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Logaritmická osa\n", "----------------------" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot([23, 456, 676, 89, 906, 34, 2345])\n", "yscale('log')\n", "grid(b=True, which='major', color='b', linestyle='-')\n", "grid(b=True, which='minor', color='r', linestyle='--')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Výce grafů v jednom obrázku\n", "--------------------------------\n", "\n", "* \n", "* \n", "* " ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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z32eXdcHrl92+tW5Y21/29XHZvrVuWNtf9vVx2b61bljbX/b1YW3fWjcu2w9+\nvfU1YSvZ935teN7xLnv+1rqrbt/6+0jSabmC1Q4nAETJxMnJSb/b5S/lxo0bevfuXXu5WCxqa2tL\nn3/+eXud4zj64osvNDs72163sLCgRqOhZPKv9dvf3pP0d2ebpfPv4r/Kej+P5de5K5L+ZszaNIr1\nFQUX9zi+H1bP7a1N/dLU6VR44/V+fPDBgqTw1P21cnG/b/mirlKpmBxdI25bLMZ9/kDK1fhaYpFM\nJvuOInd2jgEAAIBx5msHOZVKdS27rtt3KjjJbt2b3VrchaAbAKAPq7nY2qhaC3HbYjVuP3iqQa7X\n69rd3dXExIQ2NjaUzWaVyWQkSYVCQfl8XslkUnt7eyoUCr42GAAAABgmTx3kVCqlVCqljz766NzX\nJGlpaencYzQaDTnOX3o5fchVgm5AQCpBNwBAH5bnQbY4ukbctliN2w+BPWoaAC7n5p9vyAMAYDQC\n6yBbrXuzW4u7EHQDEFrf6fyZJHBdVnOx1VE14rbFatx+8PUmPQAAACDsAusgW617s1uLWwm6AQD6\nsJqLwzJXtd+I2xarcfuBEWQAAACgQ2AdZKt1b3ZrcReCbgCAPqzmYqu1mcRti9W4/cAIMgAAANCB\nGuSRqwTdgIBUgm4AEFqu6yqfz6tcLiufz6vZbF64T71ebz+4aXl5WYeHh323s5qLrdZmErctVuP2\nA/MgA8CYW15eVrValSSl02nlcjnt7Oycu32z2VS1WlUul5MklctlZbNZvXr1aiTtBYCwowZ55BaC\nbkBAFoJuABBKtVpNjuO0l+PxuEql0sB9Dg4OtLm52V6en5+X67p68+ZNz7ZWc7HV2kzitsVq3H6g\nBhkAxpjruj2dWMdxtL+/f+4+c3NzXZ3oarWqyclJxWKxobUTAKKEGuSRqwTdgIBUgm4AEErHx8ee\n9puammr/vL29rUKh0Hc7q7nYam0mcdtiNW4/UIMMAGPs1q1bPZ3Yq3SaC4WCHj58qMXFxb6v/+EP\nf9CjR4/aHepEIqHZ2dn2V7OtX7BRW24Zl/aMarn1zcO4tIfrPdxlK9e79fPR0ZG++uorvf/++7qu\niZOTk5NrH+WKWoE5zl/qt7+9J+nvzjZLUr9mXXW9n8cK07nHsU1Bnnsc22T13OPYJv+O9cEHC5L8\nHbWp1+vK5XLtm/Sk0xKLy3SSy+WyJiYmdPfu3b6vn9eJAICw8iuvUYMMAGMslUp1Lbuuq2w227Xc\nT+vmvlZl2MdFAAAgAElEQVTn+MWLF8NrJABEDDXII1cJugEBqQTdACC0WvMZF4vFnnrijY0Nra6u\ndm3vuq7S6bTm5+d148YN3bhxQ0+ePOl7bKu52OqoOXHbYjVuP1CDDABjLpVKtUeSl5aWul7b2dlR\nuVzuWpdMJvXu3buRtQ8AooZ5kEduIegGBGQh6AYA6MNqLm7VKVpD3LZYjdsP1CADQIjV63Wl0+mg\nmwEAkUIN8shVgm5AQCpBNwCIpFQqpXg87nl/q7nYam0mcdtiNW4/DKWDvL6+rhs3bshxHKXTadXr\n9WGcBgAAAPDdUG7Su3379oU3iFite7Nbi7sQdAMA9GE1F1utzSRuW6zG7QdqkAEAAIAOQ5vmrVgs\nKpFIaHd3V0+ePOmpkXv58qVu3vzvkr6R5EpKSJrV9yONlT//fXZZF7x+2e1b64a1/XmvX3X7s68P\na/vWumFt/8kFr5+3HNT2rXXD2v6yrw9r+9a6cdn+sq8Pa/vWuqtu3/r7SNJpPW/YRmQt1yBbHF0j\nblusxu2HoTxqul6vt+fs7PeY1IWFBTUaDSWTf23wUdMVSX8zZm0axfqKgot7HN8Pq+cexzb5d6xh\nPGp6mFq5eH9/P+imjJzVjgNx22Ix7rF+1HTno1FTqZRqtZrevHnTtU3YRln8sxB0AwKyEHQDAPRh\nNRdb6zS0ELctVuP2g+8d5Fqt1ndOzlgs5vepAAAAAN/53kGemZnRkydP2sulUkkPHjzo2c5q3Zvd\n+YArQTcAQB9Wc3FYymD8Rty2WI3bD77fpBePx5VIJFQoFCRJBwcH7Z8BAACAcTeUWSwymYwymczA\nbazWvdmtxV0IugEA+rCai63WZhK3LVbj9gPzIAMAAAAdAusgW617s1uLWwm6AQD6sJqLrdZmErct\nVuP2AyPIAAAAQIfAOshW697s1uIuBN0AAH1YzcVWazOJ2xarcfuBEWQAAACgAzXII1cJugEBqQTd\nAAB9WM3FVmszidsWq3H7gRFkAAAAoAM1yCO3EHQDArIQdAMA9GE1F1utzSRuW6zG7QdGkAEAAIAO\n1CCPXCXoBgSkEnQDAPRhNRdbrc0kblusxu0HRpABAACADtQgj9xC0A0IyELQDQDQh9VcbLU2k7ht\nsRq3HxhBBgAAADpQgzxylaAbEJBK0A0A0IfVXGy1NpO4bbEatx8YQQYAAAA6UIM8cgtBNyAgC0E3\nAEAfVnOx1dpM4rbFatx+YAQZAAAA6EAN8shVgm5AQCpBNwBAH1ZzsdXaTOK2xWrcfgisg/ztt98G\ndeqA7QfdgIBYjRuWDKuz6bqu8vm8yuWy8vm8ms2mb/tYzcX7+zZzEnHbYjVuP3LxTR/a0cN1XRWL\nRc3NzalWq2llZUXxeLxrm++++24Ypw4Bm6M1duOGJY1GYyg1vcvLy6pWq5KkdDqtXC6nnZ0dX/ax\nmoutjpwTty3E7d1QOshekjkAoFetVpPjOO3leDyuUqnk+z4AgO/5XmJx2cT89u1bv08dEkdBNyAg\nR0E3AAgl13V7RqUdxxn41elV9rGai4+OjoJuQiCI2xarcfth4uTk5MTPA7548UI7OztdI8a3b9/W\nixcvNDs7K0n6yU9+oj/96U/6i7/4i/Y2iUTCxHRDw/oKdtwRty1W4m40Gl1f5f3+97/XrVu39Pr1\na9/Osb29rVKpNDCnet2HXBz9OM8iblusxN2Zi//lX/5FP/jBD65dZuF7icXx8fGF2/z4xz+WJE1N\nTfl9+rFn4YPaD3HbYiXus53J7777rp3f/HLr1q2eRH9Rnr3sPuRie4jbFitxd+Ziv/Kw7x3kyyTm\ner3u92kBIJKSyWTfzu15o8dX2YdcDAD9+V6D7CWZAwD6S6VSXcuu6yqbzXYtX3UfAMBgvo8gk5gB\nwF+FQkH5fF7JZFJ7e3sqFArt1zY2NuQ4jp4/f37pfQAAg/l+k550+rXdb37zG/3zP/+z/vVf/1V/\n9Vd/pb//+7/vmQv5rMvMnzzuvMRQr9dVrVbVaDS0t7enzc1NTU9Pj6jF/rjutXvw4IE+++yzIbZw\nOLzGXSwWu5aXlpaG1cShuM7n3HEcua6r+/fvh+5zLknZbFa7u7uX2nZUOa1cLiuTyfhyfvIweThs\nyMPk4UE8/7s4GZL5+fn2z41G4+TBgwdD2WfcXDWGRqNxsr293V4ulUonMzMzQ2vfsFzn2u3u7p5M\nTEwMo1lD5yXuzc3Nk2Kx2N6n8xhh4SXuZ8+edS0/fvzY93YNU6lUOtna2rrSZ3VUOa1UKvl2fvIw\neThsyMPk4UG8/rsYSgf5yy+/PMlms13rJicnfd9n3HiNuzMRf/311ycTExMnzWZzKG0chutcu0aj\ncfLll1+G7lqfnHiL++uvvw5lrJ28Xu+ZmZmTRqPRXg5bYm65bGIeVU6r1Wpd7+t1zk8ePkUeDg/y\n8PfIw72u8+/C95v0WsPZw5zYflx5iWFubq7rQSrValWTk5OKxWJDa6ffrnPtSqWS5ubmhtW0ofIS\nd7VaVTKZVLFYVLlcVj6f1+Hh4bCb6iuv13t9fV3T09MqFAoqFAp69uzZMJsZuFHltFQq1ffrQvLw\n98jDg5GHycNRdZ1/F0N51PRl5kL2Y59x4zWGzjlIt7e3Q3czjde4y+VyqG/g9BK367qq1WrKZrOK\nxWJKp9Oan5/Xq1evhtDC4fB6vXO5nA4ODrS5ualEIqF79+6FqgNyVUHnNPLw1ZCHw4k8fDXk4csb\nygjyMCe2H2fXjaFQKOjhw4daXFz0u2lD5SXuw8NDOY4T6n+YXuJOJpNKJpPtuOPxuFzXDdXjQL3E\n3Wg0tLGxoadPn+rVq1f6xS9+EepfypcRdE4jD3+PPNwfeZg8TB4+31BGkIc5sf04u04M5XJZMzMz\nunv37jCaNlRe4q7Vajo+Pla1WpV0+g/3008/VSaTCc0dtV4/52eF7UlHXuI+O0q1tramg4MD1ev1\nnqkhoyLonEYe7kYe7kUe/h55mDx81lBGkK1ObO8lbuk0STmO007KL168GF4jh8BL3EtLS8rlcu0/\nkvThhx+GJilL3uJOJpNKJBJqNpuSTn8hzczMhOpRv17jrtVqXesSiURkkvI45jTy8Cny8PfLZ5GH\nycPk4fMNZR5k6XSuvVKp1J6k/uOPP25/nbG8vNx3YvtB+4TFVeN2XVe3b9/uOsbMzIxevnw50nZf\nl5frLUnNZlNbW1t68uSJNjc3tbS0FKrk7CXuw8NDbW1t6c6dO9rb29Pq6mqoErPkLe5isajj42M5\njqPj42PduXMnVCOT9Xpdu7u7evLkidbW1pTNZttzD49rTiMPk4fJw+ThTuThy+e0oXWQL3LexPZR\nR9y2ELcdYYw5jG32A3HbQtx2+BnzUEosAAAAgLAKZAS5Xq8rmUyG7vGl10XcxG2BxbjDGHMY2+wH\n4iZuCyzG7XfMgZVYAAAAAOOIEgsAAACgAx1kAAAAoAMdZAAAAKADHWQAAACgAx1kAAAAoAMdZAAA\nAKADHWQAAACgAx1kAAAAoAMdZAAAAKADHWREWrPZDLoJAAAgZOggI5JKpZJmZmaUy+WCbgoAAAgZ\nOsiIpHv37unZs2dBNwMAAIQQHWRE1snJSdBNAAAAIUQHGQAAAOhwM+gGAF7VajUdHh5KknZ3d/X4\n8WOlUqmubRqNhorFoiTp+PhYknrqkjc2NnTnzh1Jp6PO9+/fH3bTAQDAGKODjNBaWVnRxx9/rMXF\nRc3NzWl+fr7dCW5xXVdLS0vt5Y2NDRUKhXYneX5+Xv/4j/+o2dlZSZLjOLp9+3Z7GQAA2EOJBULr\niy++0OLioiRpenpaknR0dNS1TTKZ7FrOZrNaX1+X9P0IdGdnuFar0TkGAMA4RpARWrFYTKVSSYeH\nh3Ic51L7TE9Pq9FoSJKq1WpPB3pqasrvZgIAgJBhBBmhlc1m9ebNG+Vyua4yikEajYYmJyclnY4u\nu647zCYCAIAQooOMUKrVavryyy/bJRbSaef35OSkfVOepPZNfC3b29va3NyUdDpXcjKZVLlc7tq+\nXq8PufUAAGCcTZxcYrLYbDar3d3dSx3QdV0Vi0XNzc2pVqtpZWVF8Xj82g0FzlpdXdXMzIySyaQS\niYRc19WXX36p5eVl3b17V8ViUZOTk/r6668lnX42Jycn9eGHH7aP0Ww2tb6+rvn5eTmOo0QioUwm\nE1RIAABgDAzsIJfLZR0cHGh1dVXv3r271AHT6bSq1aqk085HLpfTzs6OP60FAAAAhuxSI8g3bty4\nVAe5VqtpY2NDn3/+eXud4zg9U28BAAAA48rXGmTXdZVIJLrWOY6j/f19P08DAAAADI2vHWRGigEA\nABB2vs6DfOvWrfYcsy39Os2pVEovX77Ue++9px/84AenDbl5U++99157BLp1nKgtt9aNS3tGtfz6\n9WsT15frbet6t35++/atJOnt27eanp5mJhQACDlfa5Dr9bpyuVz7Jj2pfw3yT37yE/3xj3/Uz372\nMw9NDrejoyOTD6Mgblusxv273/1OP/rRj/T69eugmwIAuAbPI8iu6/Y8hSyVSvVsk81me/a9ffu2\nbt68qUql4vX0ofWrX/1Kv/rVr4JuxsgRty1W456amjL5HwMAiJqBHeR6va7d3V1NTExoY2ND2Wy2\nPUfsxsaGHMfR8+fPu/YpFArK5/NKJpPa29tToVDoe+zWV5LWHB0dBd2EQBC3LVbjBgBEw8AOciqV\nUiqV0kcffdTz2s7OTtcTyM7uI2ng43/fe++9q7Y1EmZnZ4NuQiCI2xarcZ+dxQcAEE6XqkE+T7lc\n9vTUsYWFBUkyWWIBILrIbQAQDZ6neavX60qn0362BQAAAAic5w5yKpVSPB73fOKz08FZYXVkibht\nsRo3ACAafH1QCAAAABB216pB9oo6PQBRRG4DgGhgBBkAAADoEFgHmRpkW4jbFqtxAwCigRFkAAAA\noAM1yADgE3IbAEQDI8gAAABAB2qQR8zqyBJx22I1bgBANDCCDAAAAHSgBhkAfEJuA4BoYAQZAAAA\n6EAN8ohZHVkiblusxg0AiAZGkAEAAIAO1CADgE/IbQAQDYwgAwAAAB2oQR4xqyNLxG2L1bgBANHA\nCDIAAADQgRpkAPAJuQ0AooERZAAAAKADNcgjZnVkibhtsRo3ACAaGEEGAAAAOlCDDAA+IbcBQDQw\nggwAAAB0oAZ5xKyOLBG3LVbjBgBEAyPIAAAAQAdqkAHAJ+Q2AIgGRpABAACADtQgj5jVkSXitsVq\n3ACAaLh50Qau66pYLGpubk61Wk0rKyuKx+MD96nX66pWq3IcR67r6v79+5qenvat0QAAAMCwXFiD\nnE6nVa1WJUnNZlO5XE47OzsDD5rP57W2ttZeXl1d1fPnz9vL1OkBiCJyGwBEw8ASi1qtJsdx2svx\neFylUunCg25tbanZbF6/dQAAAMCIDewgu66rRCLRtc5xHO3v7w886Pr6uqanp1UoFFQoFPTs2bOe\nbahBtoW4bbEaNwAgGgbWIB8fH3s6aC6X08HBgTY3N5VIJHTv3j3FYjFPxwIAAABGaWAH+datWz0j\nvRd1mhuNhp4+fdr+k8/nlc1m9erVq67tvv32Wz169EhTU1OSpEQiodnZ2Z4aPpajsdxaNy7tYXm4\ny61149KeYS23fj46OpJ0mv/OfusGAAifgTfp1et15XK59k160mmJxaBOcrFYVCKRUCaTaa9bXV3V\n48ePlUqlJHEjC4BoIrcBQDQMrEFudWhbXNdVNpvtWj4rmUyqVqt1rUskEj3HogbZFuK2xWrcAIBo\nuHAe5EKhoHw+r2Qyqb29PRUKhfZrGxsbchynawq3VCol13VVKBTao80PHz4cTusBAAAAn104D/JF\nyuVyVznFZfA1JIAoIrcBQDQE9qhpAAAAYBxdq4Ncr9eVTqc97UsNsi3EbYvVuAEA0XBhDfIgZ2+8\nAwAAAMLu2jXIXlCnByCKyG0AEA3UIAMAAAAdAusgU4NsC3HbYjVuAEA0MIIMAAAAdKAGGQB8Qm4D\ngGhgBBkAAADoQA3yiFkdWSJuW6zGDQCIBkaQAQAAgA7UIAOAT8htABANjCADAAAAHahBHjGrI0vE\nbYvVuAEA0cAIMgAAANCBGmQA8Am5DQCigRFkAAAAoAM1yCNmdWSJuG2xGjcAIBoYQQYAAAA6UIMM\nAD4htwFANDCCDAAAAHSgBnnErI4sEbctVuMGAEQDI8gAAABAB2qQAcAn5DYAiAZGkAEAAIAO1CCP\nmNWRJeK2xWrcAIBoYAQZAAAA6EANMgD4hNwGANHACDIAAADQgRrkEbM6skTctliNGwAQDYwgAwAA\nAB0urEF2XVfFYlFzc3Oq1WpaWVlRPB6/8MDFYrFreWlpqf0zdXoAoojcBgDRcPOiDZaXl1WtViVJ\n6XRauVxOOzs7A/d59uyZbt++rcXFRTWbTWUyma4OMgAAADCuBpZY1Go1OY7TXo7H4yqVSgMP2Gg0\n9PTpUy0uLrb3aXWwz25nkdWRJeK2xWrcAIBoGNhBdl1XiUSia53jONrf3z93n2q1qmQyqWKxqHK5\nrHw+r8PDQ39aCwAAAAzZwBKL4+PjKx/QdV3VajVls1nFYjGl02nNz8/r1atXXdud7Xhb0apRtIa4\nbbEaNwAgGgZ2kG/dutVTCnFRpzmZTCqZTCoWi0k6LbFwXVdHR0eamppqb/f69Ws9evSovS6RSGh2\ndrbnJheWWWaZ5XFdbv18dHQk6bR0zOp//gEgSgbOYlGv15XL5bpqiB3HGdhJdl1XP//5z7tGjB3H\nUa1Wa3eGFxYW1Gg0BpZqRFWlUmn/krWEuG2xGne/DjQAIHwG1iCnUqmuZdd1lc1mu5bPSiaTSiQS\najabkk5HVGZmZrpGjwEAAIBxdeE8yPV6XaVSSclkUnt7e/r444/b5RPLy8tyHEfPnz/v2ufw8FBb\nW1u6c+eO9vb2tLq62tVBZpQFQBSR2wAgGi7sIF+kXC4rk8lcaR9+iQCIInIbAERDYI+aZh5kW4jb\nFqtxAwCi4Vod5Hq9rnQ67VdbAAAAgMBdu8TCC76GBBBF5DYAiIbASiwAAACAcUQN8ohZHVkiblus\nxg0AiAZGkAEAAIAO1CADgE/IbQAQDYwgAwAAAB2oQR4xqyNLxG2L1bgBANHACDIAAADQgRpkAPAJ\nuQ0AooERZAAAAKADNcgjZnVkibhtsRo3ACAaGEEGAAAAOlCDDAA+IbcBQDQwggwAAAB0oAZ5xKyO\nLBG3LVbjBgBEAyPIAAAAQAdqkAHAJ+Q2AIgGRpABAACADtQgj5jVkSXitsVq3ACAaGAEGQAAAOhA\nDTIA+ITcBgDRwAgyAAAA0IEa5BGzOrJE3LZYjRsAEA2MIAMAAAAdqEEGAJ+Q2wAgGhhBBgAAADpQ\ngzxiVkeWiNsWq3EDAKKBEWQAAACgAzXIAOATchsARMOFI8iu6yqfz6tcLiufz6vZbF7pBA8ePPDc\nOAAAAGDULuwgLy8va21tTZlMRisrK8rlcpc+eKlUUrFY7PsaNci2ELctVuMGAETDwA5yrVaT4zjt\n5Xg8rlKpdKkDN5tNOY6jRCJxvRYCAAAAIzSwg+y6bk8H13Ec7e/vX3jgUqmkubm5c1+32nFu1Sha\nQ9y2WI0bABANNwe9eHx87Omg5XJZ2Wx24DavX7/Wo0ePNDU1Jem0wzw7O9tzkwvLLLPM8rgut34+\nOjqSdFo6ZvU//wAQJQNnsSgWi9ra2tLnn3/eXuc4jr744gvNzs723efw8FCNRkOpVKq9/dmO9sLC\nghqNxqVGoqOmUqm0f8laQty2WI27XwcaABA+A0eQk8lk31Hk8zrH0mnd8vHxsarVqqTTEZVPP/1U\nmUxG09PT12wuAAAAMFwXzoOcTqfbnV3XdfXkyRP95je/aS8nk8mBJ7hx44bevXvXtY5RFgBRRG4D\ngGgYOIIsSYVCQfl8XslkUnt7eyoUCu3XNjY25DiOnj9/3rNfs9nU1taWJiYm9Otf/1pLS0uMIAMA\nAGDsXftJeuVyWZlM5kr7UIO8EHQzRo64bbEaNyPIABANFz4oBAAAALDkWiPI9XpdyWRS8Xj8Svsx\nygIgishtABANF9YgD9Kayg0AAACIisBKLBqNRlCnDpTVkSXitsVq3ACAaKAGGQAAAOhw7VksvKBO\nD0AUkdsAIBoYQQYAAAA6UIM8YlZHlojbFqtxAwCigRFkAAAAoAM1yADgE3IbAEQDI8gAAABAB2qQ\nR8zqyBJx22I1bgBANDCCDAAAAHSgBhkAfEJuA4BoYAQZAAAA6EAN8ohZHVkiblusxg0AiAZGkAEA\nAIAO1CADgE/IbQAQDYwgAwAAAB2oQR4xqyNLxG2L1bgBANHACDIAAADQgRpkAPAJuQ0AooERZAAA\nAKADNcgjZnVkibhtsRo3ACAaGEEGAAAAOlCDDAA+IbcBQDQwggwAAAB0oAZ5xKyOLBG3LVbjBgBE\nAyPIAAAAQAdqkAHAJ+Q2AIiGmxdt4LquisWi5ubmVKvVtLKyong8PnCfer2uarWqRqOhvb09bW5u\nanp62rdGAwAAAMNyYYnF8vKy1tbWlMlktLKyolwuN3D7ZrOparWqXC6ntbU1PX78WNlstmc7apBt\nIW5brMYNAIiGgR3kWq0mx3Hay/F4XKVSaeABDw4OtLm52V6en5+X67p68+bNNZsKAAAADN/ADrLr\nukokEl3rHMfR/v7+ufvMzc11daKr1aomJycVi8W6tjt7XCtaNYrWELctVuMGAETDwA7y8fGxp4NO\nTU21f97e3lahUPB0HAAAAGDUBt6kd+vWrZ5a4at0mguFgh4+fKjFxcWe116+fKlHjx61O9OJREKz\ns7M9d4FHbbm1blzaM6rlTz75xMT15XqfLlu53q2fj46OJJ3eW2H12zEAiJKB07zV63XlcjlVq9X2\nOsdxLtVJLpfLmpiY0N27d3teW1hYUKPRGFiqEVWVSqX9S9YS4rbFatz9OtAAgPAZWGKRSqW6ll3X\n7ZqRwnXdvvu1bu5rdY5fvHjRs43VURaLnQaJuK2xGjcAIBounAe5UCgon88rmUxqb2+vq554Y2ND\njuPo+fPn7XWu6yqdTncdY2ZmRvfv3/ex2QAAAMBwXNhBTqVS7ZHkpaWlrtd2dnZULpe71iWTSb17\n9+7CE1ueB9ni6Bpx22I1bgBANFz4oBAAAADAkoE36V2kXq8rmUxe+Ojps7iRBUAUkdsAIBouLLEY\n5OxNfAAAAEDYBVZiYbkG2SLitsVq3ACAaKAGGQAAAOhwrRpkr6jTAxBF5DYAiAZGkAEAAIAO1CCP\nmNWRJeK2xWrcAIBoYAQZAAAA6EANMgD4hNwGANHACDIAAADQgRrkEbM6skTctliNGwAQDYwgAwAA\nAB2oQQYAn5DbACAaGEEGAAAAOlCDPGJWR5aI2xarcQMAooERZAAAAKADNcgA4BNyGwBEAyPIAAAA\nQAdqkEfM6sgScdtiNW4AQDQwggwAAAB0oAYZAHxCbgOAaGAEGQAAAOhADfKIWR1ZIm5brMYNAIgG\nRpABAACADtQgA4BPyG0AEA2MIAMAAAAdqEEeMasjS8Rti9W4AQDRwAgyAAAA0IEaZADwCbkNAKKB\nEWQAAACgw4UdZNd1lc/nVS6Xlc/n1Ww2LzzoZfahBtkW4rbFatwAgGi4sIO8vLystbU1ZTIZrays\nKJfLXXjQy+zz7bffemtxyO3v7wfdhEAQty1W47b6H38AiJqBHeRarSbHcdrL8XhcpVJp4AEvu893\n33131bZGgtVfoMRtC3EDAMJsYAfZdV0lEomudY7jDBwd8rIPAAAAMC4GdpCPj4+vfMDL7vP27dsr\nHzsKjo6Ogm5CIIjbFqtxAwCi4eagF2/dutXzleFFHeDL7PPq1Ss1m01NTU211yUSiZ6R5yhqNBrt\nqaAsIW5brMTdaDS68t3vf/97s+VjABAlAzvIyWSyb4d4dnb2Wvv8+Mc/lqSuDrIVFv4T0A9x22Il\n7rP/sf/uu+/a+Q0AEF4DO8ipVKpr2XVdZbPZruVkMnmlfSSpXq97aiwAAAAwbBc+Sa9er6tUKimZ\nTGpvb08ff/yxYrGYpNPp3BzH0fPnzy+9DwAAADDOrv2o6XK5rEwm41d7AAAAgEANLLG4Dtd1VSwW\nNTc3p1qtppWVFcXjcd/3GTdeYqjX66pWq2o0Gtrb29Pm5qamp6dH1GJ/XPfaPXjwQJ999tkQWzgc\nXuMuFotdy0tLS8Nq4lBc53PuOI5c19X9+/dD9zmXpGw2q93d3UttG4WcBgAmnVxDrVY7aTQafV+b\nn59v/9xoNE4ePHhw4fG87DNurhpDo9E42d7ebi+XSqWTmZmZobVvWK5z7XZ3d08mJiaG0ayh8xL3\n5ubmSbFYbO/TeYyw8BL3s2fPupYfP37se7uGqVQqnWxtbV3psxqFnAYAFl34qOlBUqlU39GQYT6B\nb5x5ieHg4ECbm5vt5fn5ebmuqzdv3gytnX67zrVrNptyHCeUsx54ibvRaOjp06daXFxs71OtVofa\nTr95vd5bW1tqNpvDbNpQZTIZraysXHr7KOQ0ALDqWh3k81h9Ap+XGObm5rp+aVarVU1OTobqpsbr\nXLtSqaS5ublhNW2ovMRdrVaVTCZVLBZVLpeVz+d1eHg47Kb6yuv1Xl9f1/T0tAqFggqFgp49ezbM\nZgYuCjkNAKwaSg3yMJ/AN868xtA5H/T29rYKhYJPLRoNr3GXy+WeKQDDxEvcruuqVqspm80qFosp\nnU5rfn5er169GkILh8Pr9c7lcu1vTBKJhO7duxeq/wheVRRyGgBYNZQR5GE9gW/cXTeGQqGghw8f\ntr9+DwsvcR8eHspxnFB3kLzEnUwmlUwm23HH43G5rhuqRzN7ibvRaGhjY0NPnz7Vq1ev9Itf/CLU\n/zm6jCjkNACwaigjyMN6At+4u04M5XJZMzMzunv37jCaNlRe4q7Vajo+Pm7X3zYaDX366afKZDKh\nmRaCvjgAAAFjSURBVNnA6+f8rLDVX3uJ++y3BWtrazo4OFC9Xu95uFBURCGnAYBVQxlBvswT+K66\nTxh4iVv6/maeVuf4xYsXw2vkEHiJe2lpSblcrv1Hkj788MPQdI4lb3Enk0klEon2zWqNRkMzMzOh\neuy617hrtVrXukQiEZnOcVRzGgBYde0HhZzH6hP4rhq367q6fft21zFmZmb08uXLkbb7urxcb+l0\nFoutrS09efJEm5ubWlpaClUn2Uvch4eH2tra0p07d7S3t6fV1dVQdZAlb3EXi0UdHx/LcRwdHx/r\nzp07oRpNrdfr2t3d1ZMnT7S2tqZsNtt+SFKUcxoAWDS0DvJFrD6Bj7htIW47LMYMAFE1lBILAAAA\nIKwCGUGu1+tKJpPmHrlK3MRtgcW4LcYMAFEWWIkFAAAAMI4osQAAAAA60EEGAAAAOtBBBgAAADrQ\nQQYAAAA60EEGAAAAOtBBBgAAADr8/zn8LEPNPXSpAAAAAElFTkSuQmCC\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig=figure()\n", "\n", "ax1=subplot(221) \n", "title('abc')\n", "grid()\n", "hist(rand(1000),50)\n", "\n", "ax2=subplot(222)\n", "title('abc')\n", "grid()\n", "\n", "ax3=subplot(223)\n", "title('abc')\n", "grid()\n", "\n", "# zvětším prostor mezi grafy\n", "tight_layout()\n", "\n", "# pokud chci mít větší kontrolu použiji\n", "# subplots_adjust(bottom=-1, right=0.8, top=0.9)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ihSQ+wUZyZXTttZCcLONSlgQpN8rOhjZt5N9StWrS2qBxY9NReYLO8ChVRq+8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\nP0SCA/xAgEUGg5U/xQP27rV+nipUcNwREiJu1KIFcPPNvB4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IGqYzKYfHu2z13LvI9dcD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\ngg==\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax=subplot(111)\n", "\n", "X = np.linspace(-np.pi, np.pi, 256,endpoint=True)\n", "C,S = np.cos(X), np.sin(X)\n", "\n", "plot(X, C, color=\"blue\", linewidth=2.5, linestyle=\"-\",label='cosinus')\n", "plot(X, S, color=\"red\", linewidth=2.5, linestyle=\"-\", label='sinus')\n", "\n", "#ax = gca()\n", "ax.spines['right'].set_color('none')\n", "ax.spines['top'].set_color('none')\n", "ax.xaxis.set_ticks_position('bottom')\n", "ax.spines['bottom'].set_position(('data',0))\n", "ax.yaxis.set_ticks_position('left')\n", "ax.spines['left'].set_position(('data',0))\n", "\n", "xlim(X.min()*1.1, X.max()*1.1)\n", "xticks([-np.pi, -np.pi/2, 0, np.pi/2, np.pi],\n", " [r'$-\\pi$', r'$-\\pi/2$', r'$0$', r'$+\\pi/2$', r'$+\\pi$'])\n", "\n", "ylim(C.min()*1.1,C.max()*1.1)\n", "yticks([-1, 0, +1],\n", " [r'$-1$', r'$0$', r'$+1$'])\n", "\n", "# savefig(\"../figures/exercice_7.png\",dpi=72)\n", "#show()\n", "grid()\n", "legend(loc='upper left')" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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G7N/fP99XlZkmPErZaMMG6NdPxg0aaJ9BN2m57yd6eV8H4Bsu5/V/9FSWa9x7\nL3TsKOOiVzzKVprwKGWjRx+1WuyMH2/VJ1Mh7sAB6N6dMLzs91ShBxN5cnAY69aZDkzZwuOBCROk\nQBNIQcK9e83G5EKa8Chlk08/hVmzZNy1K/z3v2bjUTYaPlz26wDr7n2K/9GU3bvh4YdlT5dygcaN\n4cUXZbxqFbzwgtl4XEgTHqVssHevVXA1PNxa0lcu8L//WS9uLVoQM6E/99wjN2fPhpkzzYWmbNa7\nN7RtK+MRI2QDs7KNJjxK2eCll2D1amtcr57RcJRdvF6ZxjlwQJY1UlOhcmVefllq0YGUZ/Etc6oQ\nV6GCrGWHhUlhpp49dYrPRprwKBVgK1daLSPatpWTWcolpk2D9HQZJyTARRcBULcuvPyyfHjTJmkw\nqhzkZHppnUibNpIEg5RXf+edwPwcdRStw6NUABWtuePxSGVl34y2W7mmDs/OndCsmRxFrlsX/vgD\nIiMLP+31wuWXw/ffy4V/Ziacd57BeJV98vKkNs/GjVCnjtw3oqJMRxXydIZHqQCaMsU6gdqzpyY7\nrvLMM1b7iBEjiiU7IAnw669LspOfL0tbevnpEuHh0lIEYNs2SEoyG49LaMKjVIDk5sLjj8v4tNOO\n0S1bha5ly2D0aBlfdhmFu5SPcP75Voulb7+VxtrKJTp3hk6dZJyaCj/9ZDYeF9CER6kAGTwYtmyR\n8csvazV51ygogF695H2FCjB2rEznlOC556wm2k88oRuYXcM3xVelitzu3VvuMypgNOFRKgAWL5bX\nOYArr4Q77zQbj7LRO+/Ajz/KuG9faNHiuP88PFzK9IBsYH7uuQDHp5wjJsZqNbF4sfQfUQGjm5aV\n8rOCArj4Yvj5Z6hUSVY3mjc3HZVzhPSm5Z074ZxzpGHk6afLZtRTTjnhlx25gXnp0hPmSSqQfH20\n7LiP7tkjm9vXr4dTT5W6TeHhgf+5LqQzPEr52ZQpkuyAXOBrsuMiQ4ZIsgMybVOKZAdkdeO116Q8\ni25gdpkaNawpvi1b4PnnzcYTwjThUcqPdu+GxEQZ16sn+3iUS6xaBSNHyvg//ynzOua//22VZ/nm\nG/jwQz/Hp5zrjjvg0ktlPHo0rFhhNp4QpQmPUn6UnAx//y3jIUOgZk2z8Sgb9esnFZUBRo067kbl\nkjz/vKxqgGxg3r3bj/Ep5/J4JNHxeKQCc58+OsUXAJrwKOUna9ZIuRWQYqr33ms2HmWj9HT46CMZ\n33cftGsdMvrMAAAgAElEQVRXrm8TEWGtbmzcaI2VC7RqBT16yHjuXGm0pvxKEx6l/GTAAPjnHxm/\n+qrsx1Au4LsiB9mzM2TISX27e+4p3l9y3bqTjE8FjxdftOpX9O1rPaEov9CnZKX84NtvpW0SFF+O\nVy4wYQL89puMBw+G+vVP6tuFhcErr8h43z548smTjE+VXSB7aR1PnTrWpuWsLGtPmPILPZau1EnK\nz5cVjMxMqFZNmoWeeabpqJwrpI6lb98OZ58NO3ZAkyaS+PgKyZ2k226DtDQZL1xY7lUyFWwOHYKW\nLeW+VKOGlDY44wzTUYUEneFR6iS99ZYkOyA1xDTZcZFnn5VkB6Sctp+SHZAN8JUry7hvX93D6hoV\nK8qmd5AaPU89ZTaeEKIJj1InYedOa8mhQQPZx6Nc4rffYNw4GcfGwo03+vXbN2ki3QYAfvjBmu1R\nLtChg3V/eustWL7caDihQhMepU7CkCFWv6zkZJmBVi6RmCjrmWFhsteiHMfQT2TQINnWAcU3xSsX\nSE6Wstter9V+Qp0UTXiUKqe1a+U0FsBFF0HXrmbjUTb6+muYM0fGDz0UsD4QERFWb63sbBgzJiA/\nRjlRs2bFj6nPnWs2nhCgm5aVKqf77oO335bx99/DJZcYDSdoBP2m5YICuPBCafZYvTr89ddJn8w6\nnkOH4PzzpfhurVrw559WcUIVIHb20jqezZulweju3XInyMiQWR9VLjrDo1Q5LFsmTbEBbrlFkx1X\nmTpVkh2Q6soBTHZA9rC+/LKMd+6EZ54J6I9TTnLaaVavmuXLrScdVS6a8ChVDklJsrReoQIMHWo6\nGmWb/futXeqnnioJjw2uvRauvlrGEydK6QPlEo8/DqefLuPBg2HvXrPxBDFNeJQqo/R0+OILGXfv\nDk2bmo1H2WjsWFi9WsbPPmtrs7QRI2RfdEGBbGZWLlG9ulRgBmnU56tKqcpMEx6lyqCgwDp6XqOG\nLi+4yo4d8MILMm7aVDYr26hFC+jWTcYzZ8L//Z+tP16Z1K2b7OEBOb21ebPZeIKUJjxKlcEHHxQv\nMlivntl4lI2GDrWKDA4bBpUq2R7C889btQ19y6rKBSpUgJQUGe/ebR3dU2Wip7SUKqX9++XCfs0a\n2Uv411/SK1KVTVCe0lqzRv74+/fLDvXvvgtI3Z3SeOIJa1Xjs89kf49yiauvluPpFSrAr7/K0XVV\najrDo1Qpvf66vO6BbN/QZMdFBg+WZAfkSttQsgOyZ7pWLRknJckyq3IJ330vP19bTpSDJjxKlcKO\nHda+waZN4cEHzcajbLR0Kbz3nozj4uA//zEaTu3axU8qT5liNBxlp/PPh7vukvGMGbBkidl4gowm\nPEqVQnKy8e0bypTBg+W9g2oQPPaYVf6n6OSTcoHnnpPiTGCVSFClogmPUiewcSOMHi3jiy+Gm24y\nG4+y0Q8/WC0kHnwQzj7bbDyHFT0huGYNjB9vNh5lo+jo4i0ngmkvnGGa8Ch1AkOGwL591tjg9g1l\nJ6/XuoKuUsVxeyYeeADOOUfGL74oVZiVSwweDNWqyXjgQD2uV0qa8Ch1HKtXw4QJMu7YEa64wmg4\nyk7z5sG338r44YehQQOz8RyhUiV46SUZb9smhQmVn7Rvb/XTcqL69WVdE6Qg0+zZZuMJEprwKHUc\nzz8PBw/K2Pfiolyg6OzOKafIcSgHiouDCy6Q8csvw5YtZuNRNhowACIiZDxokJzcUselCY9SJVi5\n0uqGfvPN0K6d2XiUjWbNsk7APP441K1rNp4SeDzWPuq9e2VzvXKJyEir7Puvv0pVVHVcmvAoVYJn\nnpEaJx6P1VFAuUB+vnUyKypKEh4Hu+oquPJKGY8dCxs2mI1H2ah3b6mCCvD003DggNl4HE4THqWO\nITMTpk2T8Z13Sh8j5RLvvw8rVsg4KQnCw83GUwq+hPyff2RjvXKJGjWszfTZ2TBpktl4HE4THqWO\nwfccUrGiVFVWLnHggHXeu3592awcBC65BK65RsapqVZFcOUC3btD48YyfuEF2LPHbDwOpgmPUkf4\n8Uer9MoDD0BMjNl4lI0mTZKjeSBZb/XqRsMpC98sz8GDugR70hYsCJ76NpUry+kKgE2bYNw4s/E4\nmDYPVaoIr1f2Q3zzjZRe+esvx51GDnqObR66dy80aSIvGo0by671ypVNR1UmN98MH38sRaFXrHBM\nnUQVaPn50nbi99+hTh1Z3tJmf0fRGR6likhPl2QHoFcvTXZcZdw4SXZAyvcHWbID1oV+fr78F5RL\nVKhgLcVu2yadjtVRdIZHqcO8Xmkd8X//J3sBs7Lg1FNNRxV6HDnDs2ePzOps3QrNmskx3woVTEdV\nLnfcAVOnyunCX3+Fc881HZGyRUEB/Pvf8kePipJZnlq1TEflKDrDo9RhX34pyQ5IEVNNdlxk7FhJ\ndkCO9wZpsgOyyT4sTBJ430W/coGwMOuERU4OjBljNBwn0hkepZAXh//8B37+GWrWlIuj2rVNRxWa\nHDfDs3u3zO5s2wbNm8MvvwR1wgNw773wzjsyzsiAVq3MxqNsUlAArVvDsmVSmDA7OyjKKthFZ3iU\nAr74QpIdkFpemuy4yOuvS7IDMiUS5MkOyCRVxYrWWJWR03tplSQszNq8tWMHjBplNh6H0YRHuZ7X\na80E16zp+MK6yp9274aUFBn/61/QubPZePykSRO4/34Zf/opLF5sNh5loxtvlFkegFdegdxcs/E4\niCY8yvU+/xwWLpTxY4/Jfj/lEq+9Btu3y/iZZ+QKOUQMGiQd1cE6vaVcwOOxZnny8mDkSLPxOEjo\nPLqVKoeiszu1akHfvkbDUXbatcua3TnvPGk9HkLOOgvuu0/Gs2dbvVCVC/z3v1a345EjZROz0oRH\nudtnn8GiRTLW2R2XGTPGeiEIsdkdnyeftPby6CyPixSd5dm1C15+2Ww8DhF6j3ClSklnd1xs504Y\nMULG558Pt9xiNp4AadRITmwBfPKJNMVVLnHNNXDRRTIePdramO9imvAo15ozx9rM2aePnOJULjF6\ntJxigZCd3fHRWZ5yCKZeWiUpOsuzeze8+qrZeBxA6/AoV/J6ZYl7yRIpU5GdrQmPXYzX4dm5U6Y+\nduyQyrQZGSGd8AA8+CBMnizjpUvlv61coGiBsVq1YM0aiIgwHZUxof0oV6oEn35qbeLU2R2Xee01\na3bHV5Y4xA0aZJUX0lkeF/F44KmnZLxzp8xsupjO8CjX8Xrhwgtls3J4OKxe7eqLHtsZneHZs0eO\nL23fLnt3li6VFwUXuP9+eOstGS9bJv995QJeL7RtKzOZkZHyhOfSHluhf2mj1BHmzbNOZvXurcmO\nq0yYYNXdGTzYNckOFJ/leeEFs7EoG3k8cl8HmdkcO9ZsPAbpDI9yncsvh+++k47oa9ZoGwm7GZvh\n2bcPoqNh06ag74heXkV7bC1fLuWHlAsU7aRep47M8tSoYToq2+kMj3KVb7+VZAegVy9Ndlxl8mRJ\ndkCOLrks2QG50PdtWdJZnuMI1l5aJQkLs2Z5tm2TmU4X0oRHucqLL8r7qlW1Z5arHDgAyckyjo6G\nrl3NxmPI2WfDnXfKeMYMWLHCbDzKRrfdBk2byjglRWY8XUYTHuUaP/8s+3cAuneHevXMxqNs9M47\nsG6djAcOtArTuNCgQbKtw+uFYcNMR6NsU6GC/PFBZjrfeMNsPAZowqNc46WX5H2lStC/v9lYlI0O\nHYKhQ2XcoAF062Y2HsOaNbPahr3/vtSgUi7RtavMcILMeB44YDYem2nCo1xh6VJpoAjSULFhQ6Ph\nKDt9+CFkZck4MREqVzYbjwM8+aS8z8+H4cPNxqJsVLGizHACrF8Pb79tNh6bacKjXGHIEHlfoQIk\nJZmNRdkoP9+a2qtXT0oOK1q1guuuk/HkyfD332bjUTbq1g3OPFPGQ4fCwYNm47GRJjwq5K1YIRs0\nQTZs+mZ0lQvMnAkrV8q4Xz+oVs1sPA7i285x4IA20z5KKPTSKknlyjLTCbKeOWWK2XhspHV4VMjr\n1g3efVc2av72GzRvbjoid7OtDo/XCy1bSsGZ2rWl9sgppwT2ZwaZK6+U1/Xq1aUmVZ06piNStvjn\nH7ny27gRzjkHfv/dFWUadIZHhbRVq6wLmNtu02THVWbPlmQHoG9fTXaOwbeXZ+9eGDXKbCzKRlWr\nwoABMv7f/2DaNLPx2EQTHhXSkpNlGwdYU/jKBbxeq+hSeDg88ojZeBwqNhbatZPxmDGQl2c2HmWj\nHj3g1FNl/NJLUo05xGnCo0LWunVWs8QbbpDK6soljmyYFh5uNh6H8nisC4G8PFe3WXKf6tXhiSdk\n/Ntv8PHHZuOxgSY8KmSlpFgHEHR2x2V8szs1asBjj5mNxeFuuAFatJDxyJGyvKVcomdP6aAOcmIr\nxLf0asKjQtKmTZCaKuOOHeHCC83Go2z03XfaMK0MwsKsvTxbt8KkSWbjcYRQ66VVkpo1reXeRYvg\n66/NxhNgmvCokPTqq3IQAayeecolfFWVq1TRhmml1KULxMTIOCXFdQV43a13b1neAuuxE6I04VEh\nZ+dOGDdOxpdcApdfbjYeZaNly+Dzz2X8wAPaMK2UihbkXL9eWo8pl6hTR5oLAqSnw+LFZuMJIE14\nVMhJTZWkB6yTl8olfN0wK1TQhmlldM89VsuVYcOkBZlyiSeesBrqhvAsjyY8KqQcOCAbL0GaJF5/\nvdl4lI1WrbLqidx+OzRubDaeIFO5spUjFv1VKhdo2BDuvlvGs2ZZ1clDjCY8KqR88AFs2CDj/v1l\nQ6ZyiZQUq5aINkwrl4ceskqzDBniitIsyicxUeoUeL1SwCwE6cuBChler7zmAdSvD3fdZTYeZaON\nG+HNN2X83//CeeeZjSdIVatm7fP+7Tf47DOz8RgTyr20StKsGdxyi4zfew/WrjUbTwBowqNCxuef\ny5M0SOmVKlXMxqNsNGqUdbRo4ECzsQS5hASoVUvGIXqhr0rie+wcOhSSHWU14VEhY/hweV+zJsTH\nm41F2Sg31yoRfOmlcjRPlVt4uCQ9AN9/Dz/8YDYeZaO2baXfCMjpj61bzcbjZ5rwqJDw88/wzTcy\njo+HiAiz8SgbjRsHu3bJWGd3/KJPH9nEDDrL4zq+x9C+fdJgLYRowqNCgm/vTqVK2knAVfbtkyqT\nAOefD9deazaeEFG/Ptx7r4xnz7aWipULXHklXHCBjMeMsS4mQoAmPCro/fUXzJwp4zvvhAYNzMaj\nbPTmm7Bli4yTkuSUifKLfv2sX6fvgkK5gMdjzfLk5sKECWbj8SNNeFTQe/llq+ddv35mY1E2OnTI\neiWOjobOnc3GE2LOOQduvVXG778P69aZjcdWbumlVZIbb4Rzz5XxK6/A/v1m4/ETTXhUUNuypfhp\nZF/XZ+UCU6fC6tUy7t/fqhSr/CYxUd4fOmQV9FQuEBZm/fE3boS33zYbj59owqOC2muvWRcf2kbC\nRQoKrDYSp50G991nNJxQ1a6dbOkAmDgRcnLMxqNs1LUrnHmmjIcPD4leI5rwqKC1e7ckPCB77C67\nzGw8ykaffQa//irjvn2halWz8YQwX9HqPXvg9dfNxqJsVKmStUdg1Spro2QQ04RHBa3Jk2HHDhkP\nGKD7VV3FN7tTq5ZVNEYFRMeO0KqVjEePhr17zcajbPTgg1C7toyHD7c2SwYpTXhUUDp0SPbSAcTE\nwM03m41H2ahoNbyHH5ZKeSpgPB5ruXjbNmvPnHKB6tXh0UdlvGQJfP212XhOkiY8KihNnw5r1si4\nXz+oUMFsPMpGvpNZVapA795mY3GJ226zms+PGBES2zmOz429tEry8MPSZA2scvZBShMeFXS8Xutx\nV7cudOtmNh5lo5Ur4ZNPZNytG9SrZzYel6hYUQ7CgRyMmzbNaDjKTnXqyNIWwJdfwrJlZuM5CZrw\nqKCTng5Ll8q4d2/r4kO5gK+hoccDTzxhNhaXue8+OPVUGYfAdg5VFo8/LkfVIairUGrCo4KOb3an\nenXo1ctsLMpGmzbBO+/I+MYboWlTs/G4TLVq1grismVysa9conFj6NJFxh9+aO0nCDKa8Kigkpkp\nMzwA3btDVJTZeJSNxoyBAwdk7FtfUbbq1QtOOUXG2lTUZXyPufz8oK1CqQmPCiq+2dQKFaT8inKJ\n3bulKzrAf/4Dl1xiNh6XioyE+HgZL1gAP/9sNBxlp9atITZWxqmpsH272XjKQRMeFTSys63Nkrff\nDmedZTYeZaM33rCKLunsjlF9+0pNOgjhWR6399Iqia8+wd691gVIENGERwWNkSNlNhX0Nc9VijZy\nOvts2b+jjDnjDLj7bhl/9BH88YfZeJSNYmOhZUsZjx4N+/aZjaeMNOFRQWH7drnIB+jUyXrMKRco\nWnTpiSe06JID+C44vN6gPrSjyqpoFcqtW4OuqagmPCoojB1rlbTX2R0XKfqKqkWXHKN5c6u6+bvv\nSkNt5RKdO1v7CUaMsKbdg4AmPMrx9u2T2VOQnj4dOpiNR9lo/nw5mgdS4l6LLjmG78LjwAE5QKdc\nomJFqwbWqlUwa5bZeMpAEx7leG+9JT18QJuEuo5vdkeLLjnOxRfLG8j+1V27zMajbPTAA1ZNkCCq\nQqkJj3K0/HyruG6jRtLTR7nEsmUwd66Mi3ZtVo7hm+XJzbX22IUE7aV1fDVqwCOPyHjRIvjmG7Px\nlJImPMrRZs2SWVOQ6uYVK5qNR9loxAh5HxamRZcc6oYb5OAcyEG6kG8qqiyPPAJVq8o4SJqKasKj\nHKtok9CoKJlFVS6xbp2UsAfZJOlr1a0cpUIFazvH2rVyoE65RN261pPy55/D8uVm4ykFTXiUY33z\njcyWglxM1KhhNh5lo1dftaYL9Fieo3XrJq99IFuugmQ7h/KHok1FfTOyDqYJj3Is337VqlWt5WLl\nArm5MHGijK+8Etq0MRuPOq5q1eQAHciBuq++MhuPslGTJtbGyg8+kGk+B9OERznSL7/AZ5/J+P77\nrStI5QITJkjvLNDZnSDRs6dVMUALEbqM7zF66JDMzDqYJjzKkYruV338cbOxKBvt3w+jRsm4RQu4\n5hqz8ahSqVPH2s7x5ZdBsZ3j+LSXVum1bSszsSAzs76edw6kCY9ynHXrYMoUGcfFQUyM2XiUjaZM\nscr29uunRZeCSNHtHL5SEsolfO0m9uyRGVqH0oRHOc6oUbpf1ZUKCqypvTPOgK5dzcajyiQ6Wi5Q\nQPLW9evNxqNsdPXVMiML8gS+f7/ZeEqgCY9ylNxc6wKhfXto185oOMpOn30Gv/8u48ceg8qVzcaj\nyqzodg7fyqRyAY9HZmQBNm2C9983G08JNOFRjjJ+vLVf1TdLqlzCt9u1Zk3o0cNsLKpc2rWDyy+X\n8YQJkJdnNh5lo65dZWYWZKa2oMBsPMegCY9yDN2v6mILF8K338o4Ph7Cw83Go8rNN8uzaxekppqN\nRdmocmWZmQVYsUKKETqMJjzKMd57T2ZDQZ40db+qi/hmdypWtJ40VVC67jpo3lzGr74q3dSDjvbS\nKp8ePWSGFhxZiFATHuUIBQXWa16DBnDHHWbjUTZatQpmzpTxnXfKHUAFrbAwazvHhg1WhxDlAuHh\n1nL0ggWweLHRcI6kCY9yhNmz4Y8/ZNy3r+5XdZVXXrHW+32vlCqo3XUX1Ksn4xEjtN2Eqzz2mNXl\n2WGzPJrwKEfwNQkND4fu3c3Gomy0bRu8+aaMr70WzjvPbDzKL6pUgd69ZfzLL1KMULlEw4bWFP30\n6ZCdbTaeIjThUcb98AP8+KOMe/a0loCVC7z+OuzbJ2MtuhRSEhKshr8Ou9BXgeabqS0ogJEjzcZS\nhCY8yjjf3p3Kla2rQuUCe/fCa6/JuE0bLeUfYiIjrdna+fMhI8NsPMpG//43dOwo4zfegJwcs/Ec\npgmPMmrlSvj4Yxl36wb165uNR9no7bdlSQv0WF6I6tMHKlSQcVDN8mgvrZPnm7HduxfGjTMby2Ga\n8CijfE+CRQt1Khfweq2GS40aWT0JVEg56yzo0kXG06bBmjVm41E2io2VmR6AMWPgn3/MxoNDEp4F\nWu/AldLSFvDuuzK+8UZo2tRsPMo+uWvWyHF0kK6TvlMdKuT4LvTz82U7hz7fu0TRq9jNm+G994z/\n7TXhUcaMHLmgsCiZtpFwl1xfR/SoKHjgAbPBqIBq1Qo6dJDxpEnw+ecLjMajbHT77XJqC2DECBZ8\n/bXRcMwnPAUFVmts5Ro7d1o1qS65BC6+2Gw8ykZ5eVb53V69rKM8KmT5Znn27HFcLToVSJUqyUYu\nkEJr//uf0XA8Xm/JJaHaB3LTltcrfQTWrWN1lSo08q31KVdYtw6yslYDjWjRAmrXNh2RssvSH37g\nn0OHuMjjgYsu0iqTLrF4sSQ8YWGrueSSRoSZv9wu2dKl8r5lS7NxhIL8fPjpJ8jPl9f6iy4K6I87\n3oqRubucxyN1x/ftI2LXLkd2VlWB4fXC+vUAEVSrpsmOq+zdC4cOURGkFK8mO67hW9koKIhg82az\nsZzIUlqyFE12/KJCBTj9dAAi9u+X6X1DjjvDE3Dvvw933y3jCROsHhwqpL3zDtx7r4wnTYIHHzQb\nj7LRgw/SfvJkABb88Qecc47hgJRdDhyA6Gi5zm3WDH77DcfO8vgWN3R7qZ9s2CBV1Lt1k43Mhvrl\nmT0a0bUrnHKKzHPWrCmX/lqLI6R5vTKj8/77ULUq3HST6YiUbfbtk2JkP/0kvQc02XGVypVh3jzI\nzJTbGzfCGWeYjUnZ5IwzYOtWqyiTIWbz67Aw6yzyrl2+dQ4VwjZulD2rIFd5hu//yk5//GEtXVev\nbjYWZURMjOxjBVixwmwsymYOeLI3P6HYpIm1jq+PgJDn+xNXrChPfsolDh6EP/+UcaVK1quecpVK\nlazH/ZYtsH272XiUu5hPeCpVgrPPlvG2bTLtpULS9u0UblaMiSndftWkpKTABqXssWqVJD2gszsu\n17SptXOhpGtcfdyrQHBGedNzzpF7fkGBvK9b13REKgB8T24ejyxnnUhubu5RH0s53Gl00aJFtGvX\njv7aYdv5CgqkaRqQMm8eW3fu5NChQ6SmptLd111SuUb16tJNJDtbylPs2iVbOH2c8LjXzcqhyRkJ\nT7Vq0LixXAWuXy/H1mrVMh2V8qNdu+TJDeTJrjQX+ampqSQkJBTeTkpKYtiwYYW327ZtC6BJj9Ot\nWQN795L4wQdc3aULc7KzAVi1ahVpaWnEaR8t12neXBIer1dy4XbtrM/p414FivklLZ+il/y6lyfk\nrFwpT24gT3alsWjRIho1agRAXl4etY8o2BMfH8/QoUP9GKXyO6+38PGcumABV915Z+GnOnbsyIQJ\nE0xFpk5SZmYmaWlp5fraiAioX1/GWVnF+0rq4z74ncx9I5Cck/CEh1tnFLOz5QirCgn//CNPaiD1\npyIiTvw1WVlZXHDBBYW3t2/fTmJiIqtXry78WGRk5DGnv5WDbNoEublkZGfLqcwiJzUiIyNJT083\nGJwyyXfhk59v7WfXx70KJOckPGA9AgoKjPfcUP7z+uszeOyxGHr0iOKWW6KIipK3mJgYBg4ceMyv\nmThxIj2KFKKMjo4mIyOj8MoPYN68eXTs2DHQ4auTcXh2J2ffPqLq1Cn2qYjDme9Og5VXVeDMmDGD\nmJiYwsf7kY/7006T3rEgT/eHDunj3i1OdN8IFGfs4UF+AUlJSeRs3mytfVSuTFRUFJ07d9YpzCD1\n55/ZbNzo4ZVX/mLhwlRGjuzO0qWZeDweWh6nT01WVha1jtjHVfTf5+bmMn36dDIyMgIWuzpJmZky\nwwPk1qxJzo4dxT4ddfjVLicn56i/tXK+4xXpz87OxuPx8NdffxVuTs/MPPpx37w5/PAD7N8vs8D6\nuA8N/rhvBIIjEp5iv4DkZLo3bEjm6tV4zj2XljffbDo8dQy5ubl4jlMVOzw8HIC8vChat5ZNqdWr\n5+LxQHp6erGruCNlZGTQqVOn4/78Ll268NVXXxW78lMOk5IC118PHg8R55571KdzcnIAK/FRzpaU\nlFRsKSknJ4fc3FzmzZtX+LGIiAgGDhxIVFRU4WZ039cc63HfsKEU29+9G+bMySA21hmPe20tUTaB\nuG8EQkATntK+KBb7BXg8ULMm6b/+So9GjWR5y6kNV1wqLS2t2B35WCIiIhgyZBgbNsjfePfurMK9\nO6tWrSr82x/LxIkTGT58eImfT0pKIikpKeBXA+okrF4N06ZJwnPmmURVq3bUvgvfbZ3dCQ5FT0qB\nbEzNyso67im7LN/mPY79uA8Lk/MqixfDp59OZPRofdwHo0DcNwIhYAlPaV8Uhw0bVvgfzcrKKizS\nsmrzZsIB1q6Vc8zKMeLi4kp1lHj1ammTBvDVV8kkJfUEit/RS1LSi2BaWhqdOnXiqquuAuSB1apV\nq9IFruwzcqTsRgVo3pzWUVGFe3Z8cnJydC9GiEtOTqZnz+M/7qOj4ZdfZLxuXS3OPffolor6uA89\npblv+FvAEp7SvigWVfgLaNyYrG3b5IMrVsBZZ2lT0SBT5DQyVarA4sXzadnSOoI8f/58OnTocNTX\npaenl7iclZ6eTk5ODrGxseTm5pKTk8PUqVP1ic9ptm+HSZNkXK9e4c7UHj16FDuqmp6eTnx8vIkI\nlU3mz59frPTAsR73FSvC9u3pnH9+J3JypOXEaadZn9fHfWgqzX3D3xy1VjR//nyZrqxYEWrUYP6v\nv8KOHVY/AhU0Nm+WPx3A2rVpdO7cufBzrVu3Js/XQfQIM2bM4NZbbz3q47m5uXTq1In4+HgiIyML\nd/RnHy5ipxxk3DjYu1fGRYouDRs2jKysLLZu3cq6deuIiYk55t9ahYa0tNI/7hctmsFFF8l9oWgZ\nNn3ch6ay3Df8yRGbluEYv4BLLiFv/365sWKFXCmqoPH77/K+YkXo1SuOKlWs2b4j13tLIyIiggJf\np5g8vrAAACAASURBVG3lXPv2wejRMm7Z8qjHbf/+/ZkzZw4ADz30kN3RKRsdOct/vMd9hQqytPXn\nn/D335CbK/W69HEfmspy3/Anj/d458dMW7zYqsdz7bUQGWk2HlUqOTnwxRcybtoU2rQp3ddNnDiR\nmJiYwnV6FYQmTABfW4D334cilZV92h8+ArNAj8AorMd9u3ZX8emnshzeuDH85z+mI1OhxlFLWkdp\n1uzEbXWV4xzuE4nHIwlPaaWnp2uyE8zy82HECBmfdRYUmbFVqiS+x33NmnJMHeTAg29VVCl/cXbC\nc8op1iNgzRrryI9yrN275U8FcOaZ8icsrejo6MAEpezx8cfw118y7tsXKlUyG48KCkUf974tX76m\nokr5k7OXtECWtXytdPv2hVdeMRuPOq4lS+CPP2R8zTVW6XgV4rxeuOgiWLhQlp7Xri0x29UlLXU8\n8+fLoYdKleCmm6ByZdMRqVDh7BkegLZt4corZZyaKrvZlCNt3w6XXw533QVvvaXJjqt8950kOwC9\nepVtak+pIvbvl+eQLl2knJNS/uL8hAegf395v3s3jB9vNhZVoqKnkX1/MuUSKSnyvkoVePRRs7Go\noHbttdCihYxffVUSIKX8ITgSnmuusR4Bo0bpI8CBjjyNHBtrNh5lo99/h08/lfF99xWvGqdUGXk8\n0K+fjDdtksN+dmvf3uqnpUJHcCQ8TngEqON66y3YulXGAwZoYWxX8Z3M8njgiSfMxqJCQteucMYZ\nMk5JkZaKSp2s4Eh4QB8BDnbokPWa16iRnkZ2lQ0b4L33ZHzLLXD22WbjUSGhcmXo00fGK1fC4VqV\nSp2U4El49BHgWGlp4Ov99sQTUl1ZucSoUXDwoIx145byox49wNdDeHjJTdSVKrXgSXig+CPAt0lS\nGeX1QnKyjOvUgQceMBuPslFenlRWBrjsMjmWrpSf1KoFh5tp8/338NNPZuNRwS+4Ep5atcDXXfm7\n7+Dnn83Go5g/HzIzZfzoo1C9utl4lI0mToSdO2U8YIDZWFRI6t3bql+p17jqZDm/8OCRNmyQRisH\nD0JcHMyYYToiV+vYEdLTJdFZuxZq1zYdkbLFgQPyOPz7bymP++uvEFa66yctPKjK4sEHYfJk2RO/\nciWcc47piFSwCq4ZHpCNy76GhDNnWqXsle2WLJFkB+ChhzTZcZUpUyTZAdm7U8pkR6my8h3Q9Xrh\n5ZfNxqKCW3A+S+kjwBF8GwkrVIDHHzcbi7JRQYG1vlC//jE7oivlL82bww03yPjtt6XthFLlEZwJ\nT4sWUo4TpADMli1Gw3GjVaus1cSuXaU5tnKJzz+XYoMgJyerVDEbjwp5vgOA+/fDmDFmY1HBKzgT\nHrA2Sf7zD7z+utlYXGjECKsUku5XdRnf1F7NmtYhAqUC6NJLrUOAY8dKlyGlyip4E54rrpDGogCv\nvaaPABtt3gxvvinj666D884zG4+y0c8/w7ffyjg+HsLDzcajXMHjsWZ5duyAN94wG48KTsGb8Hg8\nkJgo45wc6aSubDF6tNXOzPcnUC7h27tTqRI89pjZWJSr3HSTVcj7lVesepeBoL20QlPwJjwgpex9\nZxRfflmOyqqA2rVLppRBppgvu8xsPMpGf/whJyNBNio3aGA2HuUqFSpYrdrWroXp083Go4JPcCc8\nFSpYG0iK9vRRATNxIuTmyjgxUZuEukpKipyMBN24pYzo1g1OPVXGycnW3VGp0gjuhAfg7rutpqLD\nh0N+vtl4QtiBAzBypIybNYMbbzQbj7LRhg3wzjsyvukmOPdcs/EoV6pWzVpJXb5cDgwqVVrBn/BU\nqWIVgfnjD/joI7PxhLApU+R1D7TWnOsU3TSRlGQ2FuVqvXrJAUGAYcPMxqKCS2i8ZPXoAZGRMh42\nTOc5A6CgwDqNfPrpcNddZuNRNsrJsZqEtm+vTUKVURERVlPR776DH34wG48KHqGR8JxyinSuBFi8\nWDpaKr/69FNYsULGfftqrTlXee012LNHxjq7oxyg6HPQ0KH+//4LFsibCi2hkfBA8VbdOs/pd8nJ\n8j48XCbUlEvs2SN1CABatYJOnczGoxRQrx7cf7+M58yR/TxKnUjoJDx16kD37jKePx8WLTIbTwj5\n/nv48UcZ9+wJtWqZjUfZ6I03YPt2GScl6bE85Rj9+ln7CH0XZEodT+gkPCBFGipWlLHO8viN78mk\nShWtNecqBw5IDxGAmBiIizMbj1JFNGkCt98u4w8/hKwss/Eo5wuthKdhQzmmDjBrFqxcaTaeEPDr\nr7J/B+Dee2UqWbnEBx/AunUyHjBA6l4p5SC+Su8FBVZurlRJQivhAXli9njkpJbvWJEqN99EWViY\nTCErlygosKb26teXim9KOcy//y39/AAmT4ZNm8zGo5wt9BKe5s3h5ptl/N571hWqKrNVq+QiH6BL\nF6uPjXKBTz6xjuU9/rgey1OONXCgvN+/H0aN8s/31F5aoSn0Eh6wHgEHD0rBNFUuw4fLhT5Yv1Ll\nAl6vddY3IkK6oivlUJdeCpdcIuOxYyEvz2w8yrlCM+Fp1w46dJDxxInWKRNVahs2wFtvyfiGG+D8\n842Go+y0YAEsXCjjRx6xytoq5VC+C7KdO63mxkodKTQTHrAKpO3dC2PGmI0lCBVtPv/kk2ZjUTbz\nbdyqVg169zYbi1KlcN11cN55Mn71Vdi3z2w8yplCN+Hp0AHatpXxmDGwe7fZeILItm1WJ4GrrtJO\nAq6yZAnMnSvjhx6CunXNxqNUKXg81jXuli3w5ptm41HOFLoJT9FHQE4OpKaajSeIjBolE2Ogszuu\n4zuZVbGi1LVSKkh06QKNG8s4JQUOHTIbj3Ke0E14AG65BZo2lXHRNRpVorw8awXwwgtlhke5xMqV\nMGOGjO+8E846y2w8SpVBxYrQv7+MV6+WYoTlpb20QlNoJzxhYVKXB2QX7nvvmY0nCIwbZ51yePJJ\n7STgKkOGyAktj0eP5amgdP/9cNppMh461DplqhSEesIDUnm5QQMZDxsG+flm43GwvXutU/znnQfX\nX282HmWjVatgyhQZd+4MzZqZjUepcqha1VqJ/f13KbivlE/oJzyVK1slgv/8E6ZONRuPg73xBmzd\nKuOBA63GfMoFkpOti4FBg8zGotRJ6NkToqJk/OKLMmmpFLgh4QHpon7qqTJ+6SWd5zyGAwesThwx\nMbIBULnE2rVW0aUbb9SiSyqonXIK9O0r46VLYc4cs/Eo53BHwlO9ujXL8/vvMHOm2Xgc6L33YP16\nGScmap9IV0lJkarkAIMHm41FKT949FEID5fxCy/oLI8S7kh4QOY5a9eWsc5zFpOfb9WaO+MMuOce\ns/EoG23aZJVsuPpqqVKuVJALD5ekB6Ro+Lx5Zft67aUVmtyT8BSd51y2DD791Gw8DjJjhmxvAjnW\nqX0iXeTll6XrIujsjgopffrI0z7INa5S7kl4QPoCRUTIWOc5AfkVDBki4zp1pLiucolt26QOAcAV\nV0gXRqVCRO3a0KuXjL/7Dr75xmw8yjx3JTzh4VZvoEWLrBL6LjZ7NixfLuO+faFGDbPxKBu9+irs\n2SPjp54yG4tSAfD449ISDnSWR7kt4QF47DFrntPlszxeLzz/vIzDw+Hhh83Go2yUm2uV1L7oIi2p\nrULSaadBjx4yTk+H//s/s/Eos9yX8ERFWa/sP/zg6vrhn30mvSJB1rt9pxqUC7z2GuzcKePBg7Wk\ntgpZ/ftLOTaQa1zlXh6v14VTHFu2QKNGsG8fXHklfPWV6Yhs5/XKhf3ChVCrlvSeiYw0HZWyxa5d\ncv/PyYFWrSTrtTHhaX/4+MsCF19sKHv17Anjx8t4yRJo3dpsPMoM983wgBQhTEiQ8ddfy0yPy3z5\npSQ7INuaNNlxkfHjJdkBnd1RrpCYKM1FQffyuJk7Ex4ofv7aZfOcXi8895yMi57WVy6wbx+MGCHj\nc8+Fm282G49SNmjUyKovNmsW/Pqr0XCUIe5NeOrXt85gF53ucIGim/cefdTqO6NcIDVVlnRBemZp\nwzTlEkX7A770ktlYlBnufrZLTIRKlWTsknnOorM7NWrIsU3lEv/8YzVMO/tsuP12s/EoZaOzz4Y7\n7pDx1Knwxx9m41H2c3fC07Ah3HefjGfPlk5zIW7BAmvL0sMPS7FB5RKpqbBhg4yffFIbpinXGTRI\n3nu9OsvjRu5OeACSkqwnfhfs5fHN7lSvDk88YTYWZaN9+2DoUBnHxMDdd5uNRykDzj0XOneW8fvv\nlzzLo720QpMmPNHR1m62mTNDepbnm2+s8uo9e8phNeUSEyfCxo0yfuop68iKUi7z9NNyMLGgwBXX\nuKoITXhAjub6ZnmefdZoKIHkq6pctSr062c2FmWjfftg2DAZn3023Hmn2XiUMqhFC+jSRcZTpsCK\nFWbjUfbRhAegSRNrL8/HH1vlh0PId99Z9RUTEqBePbPxKBtNmACbNslYZ3eUKpzlKdpeR4U+TXh8\nBg+2XgieecZsLH7m9Vq9IatWhQEDzMajbLR3rzW7c8450LWr2XiUcoBzz7UeClOnwm+/mY1H2UMT\nHp9GjeCBB2Q8Z05I1eX56itr706vXlKCSLnE+PGwebOMn35aZ3eUOuzpp6UuT9FSHSq0ubOXVknW\nrpUTLAcPwjXXwOefm47opHm9cOml8OOPUncnK0s3K7vGnj2yKX/LFmjWTMrLOuAouvbSUk5xzz3w\n3nsyXr4czjvPbDwqsHSGp6gzz4Tu3WX8xRfw009m4/GDL7+UZAekqrImOy4ybpxVVfnppx2R7Cjl\nJEUfFjrLE/p0hudI69fLJuYDB6BjR5g713RE5eb1wgUXwOLFULMmZGdD7dqmo1K22LMHGjeGrVuh\neXP45RfHJDw6w6Oc5L774O23ZZyZCS1bGg1HBZDO8BypQQOIj5fxvHlyvClIzZ4tyQ5Ig1BNdlzk\n9dcl2QHZhO+QZEcpp3nqKZ3lcQud4TmWv/+WWZ5//oErr7TOcweRggJo3RqWLYOICJndiYgwHZWy\nxc6dsndn+3b4179kc4KDmoTqDI9ymgcfhMmTZbxkiTx3qtDjnGdBJzn9dClWA/D119KAKsjMnCnJ\nDkgLCU12XGTkSEl2QAppOijZUcqJilYlefpps7GowNEZnpJs2iRXyfv2wSWXyNKWx2M6qlLJz4fz\nz4fff5dlrOxs2cOjXGDbNrnf7toFbdrAokWOu9/qDI9yovh46cACso8nPDwor3XVceilX0nq1ZNj\nTSDtxT/7zGw8ZTBtmiQ7IEUGNdlxkeRkSXZA2kE7LNlRyqmefhqqVJHxL7/I/sdHH5VSHio06AzP\n8eTkyNVyXh78+9+QkeH45YFDh2Tbxv/+9//t3XlclOXaB/Df4F6KCMdOppZC2UnLRCFt8bgAmVam\nIWpvlrYIauVSFrjmW+ZGnVxacLAF2xTB9G0P0MyTW4plHquPCnrMJS0cXHIL5v3j5/CEgrLMzDPL\n7/v5+PF+Rpi5VWCu576v+7p4BD0vj/V3xA/s3cs6UidPAv/8J29PPTDg0QqPeCK7nQca/9pBvVYt\noHZt1qLt0sW8uYlzePa7t9mCg4Gnn+b4++9Zg9zDpaUx2AGAceMU7PiVqVMZ7ABa3RGppE8+Afbs\nKf3YmTOs8NC/P1MFxLsp4LmYUaOMan2TJvE7wEOdOGE0e2/WzMi7Fj+wcyewYAHHvXqxvLaIVNjr\nr7P1XFlOnDAKuIr3UsBzMfXrM4Uf4JuK4+yiB3rtNdZNBFhPom5dc+cjbjRlCvczAa70iEilOMpW\nlcViYYaDeDcFPBURHw9cdRXHzz3HcN/DFBYC06ZxfN11wIMPmjsfcaOtW4H33uO4f38gPNzc+Yh4\noa5dma9TllOnVJvHFyjgqYg6dYwSnPv2Aa+8Yu58ypCcbNyBvPCCmmL7lUmTmHEZEMCAXEQq7Ykn\nHAHPMgCbSv1Zr15A8+ZmzEqcSQFPRQ0aBLRuzfGMGVxS8RD797PWHAB07Aj06WPufMSNNmwAli3j\neMgQ4NprTZ2OiLdq1syOhx56CUBf1KxpRb16xp/deqtp0xInUsBTUTVqGLkRBQXAiy+aO5+/mDrV\nSLabMUOHc/yG3Q6MH89x7doqEStSRUeOHEFcXBw+/vhVhISEICEhFIsWAS1a8M9nzgSOHTN1iuIE\nCngqo08fth8HuKRy8KC58wGwY4dRHbRHD+5Di5/44gsgJ4fjYcOMPDMRqbAffvgBERERCDnbXTkm\nJgZNmxajd29g+nR+zKFDxiq6eC8FPJVhsRiZwcePe8RpmMmTjcM5jm9O8QNFRSyjDQCBgcZJQhGp\nsLS0NHTv3h2TJk1CREQEQkNDERoaiqKzRXf692ebCQCYNQv49VcTJyvVpoCnsqKigOhojl9/Hdi+\n3bSpfPcd8MEHHA8cqMM5fmXhQta/B4CkJKBxY3PnI+Jl9u/fj1dffRUrV67EnXfeicmTJ2P69Omo\nUaNGScATEMBAB+CWluPsingnBTxVkZzM1Z4//+SbjUnGjePvNWsCzz9v2jTE3f74gyezAKBpUxbH\nFJFKadKkCTZs2IDrr78ezzzzDPr164fIyMhSAQ8AxMQwXQBg+sBPP5k0Yak2BTxV0a4d8MADHC9d\nyuaibpaTA3z+OcdDh7KFkviJOXPYNwtgpHvJJebOR8SLrVq1Cl988QVeeOEFADgv4AG4ymOxcCfZ\nxHtcqSYFPFU1dapRynjsWJ6YcZOiIuCppzi+9FLjZl/8wKFDRrLWDTeowqRINZw6dQoJCQmYO3cu\nAgMDAQCdOnVCp06dSn1c27bA4MEcL18OrF7t7pmKMyjgqarmzYExYzhetw7IyHDbS6elsZcpwLuN\nJk3c9tJituefB44e5XjWLJZLEJEqmT59Oq677jr07du35LHo6Gjcfffd533s88+jpDaPm+9xxUks\ndrv+26qssJB7Sb/9BoSGAj/+WH5tcic5dgxo1YrFBps2ZWd07Wj4iR072Dfkzz+ZPJ+V5ZVFl7qe\nrZ3w1VdfmToP8W8//fQTOnfujM2bN6NZs2YV+pwJE4yDuosWAQMGuHCC4nRa4amOhg2N9uR5eeze\n6WIvvshgB+A3noIdPzJ+vFGDwJFUICKVVlxcjPj4eEyePLnCwQ4AJCYaByLHjWOPLfEeCniqKz6e\nSy4A1zwPH3bZS+3dywNiABvZDRrkspcST7NuHbBkCcf3369OhiLVYLVacerUKYwYMaJSnxcYCDz7\nLMf5+W65xxUnUsBTXbVqse44wJYTjvVOF5g40Wgh8a9/sUaE+AG73chSr12b3WFFpErWr1+PyZMn\nIy0tDTWqkAPnxntccTK9ZTrDPfcAt93G8dy5wK5dTn+J775jsrLj5bp0cfpLiKdatAhYs4bjkSPV\nQkKkig4cOIB+/fphwYIF+Mc//lGl56hViz0LAQY7qoHmPRTwOIPFYjQTPX3aKPnvJI4bfLudRQYd\nlT/FDxw/bnw9XXaZWkiIVNHp06fRr18/PPLII+jdu3e1nqtPH6BzZ47nzVMxQm+hgMdZOnYE7ruP\n4yVLACeeQPnkE2DFCo5HjDCWU8UPzJoF/PILx9OmMVFeRCpt9OjRCAkJweTJk6v9XBYL6386Cu6P\nGaNj6t5AAY8zzZplHJsaNco4UVMNZ86w5gMABAWxWaj4id27jeW89u2BIUNMnY6It3rjjTewYsUK\nvPPOOwhwUvJjeDir3AOsev/pp055WnEhBTzO1KwZjw4DwJYtbLxSTfPmAT//zPHEiUBISLWfUrzF\nM88AJ09yPGeOigyKVMG6deswbtw4LFu2rKSasrNMnWosuo4Zw4wG8VwKeJztqaeAli05njQJ+P33\nKj/V/v1GmZ9rrwWeeKL60xMv8fXXQHo6xwMHGknxIlJhu3fvRlxcXLWSlC+kcWPjZ/T27bwvEc+l\ngMfZ6tblmXGAx9SrsQeVmGh0EZg71+VFnMVTFBUZHdDr1TPKHohIhe3atQvdunXD2LFjq52kfCGP\nPQY4YqnnnwcOHHDZS0k1KeBxhXvuAaKjOU5J4fZWJX3zDfDOOxz37QvcfrsT5yee7c03WYcAYNR7\n5ZXmzkfEyziCnVGjRmGU4+bBRWrVAmbP5vjoUSOrQTyPemm5yrZtbLFbVMSiOStXVrgVQFEREBHB\n97y6ddmiq0UL105XPITNxmN4hw4x0PnxR5/rH6JeWuJKjmDnySefxBNuzAPo3Rv46COON2wAIiPd\n9tJSQVrhcZXWrYHHH+d41apKdVO3Wo0b/HHjFOz4leeeY7ADsI+IjwU7Iq6Un5+Prl274qmnnnJr\nsAMAL73E1R6A9UG1lOB5tMLjSjYbcM017KbevDmrU13kDey333iDf/gwA51t25jGIX7ghx941rWo\niFXNVq3yyQahWuERV8jLy0O3bt3wzDPP4LHHHjNlDomJRiWJtDTgwQdNmYaUQys8rhQUZPTW2rMH\nmD79op8yYYLRm2X2bAU7fqO4GBg+nMFOjRrAK6/4ZLAj4go7d+5Et27dkJSUZFqwA7B0yOWXczx2\nrPpseRoFPK728MNAhw4cz5x5wRrkmzYBqakc33EH94TFTyxcyEx1gCe02rY1dz4iXmLNmjW47bbb\nMGHCBAwfPtzUuTRoYBzSPXSIN7DiObSl5Q7ffsvWE3Y70K0bkJNz3t17cTFw663AunXcB966VS0k\n/EZBAQst/fYbcMUVDIobNDB7Vi6jLS1xlvfeew9jxoxBWloaevbsafZ0APDHfEyM8WN+3TrgppvM\nnpUAWuFxj8hINsECeFrr/ffP+5DUVH5jAKzYqWDHj0yYwGAHAF5+2aeDHRFnmTJlCiZNmoSVK1d6\nTLADMMh59VXWTbPbjZ1qMZ8CHneZOhX4+985fvLJUpu7Bw4w2Q3gSWT1y/IjGzYA8+dzHBMDxMWZ\nOx+RMqSmpiI1NRXDhg1Dfn6+2dOB3W7HyZMnsX79erRp06Zaz2W1WrF582YnzYyuvZadYQAgNxd4\n7TWnPr1UkQIedwkK4t07ABw8WGpzd/RooLCQ41dfBS691IT5ifudOQMkJPA2sHZtJSqLR9q8eTMi\nIiIwdOhQxMXFIc4DgnKLxYIZM2agcePG1Xoeq9UKq9WKwy7ILh4/3ugyNHEiWwWJuRTwuNPAgUBU\nFMcpKcD69fjsM2DxYj7Urx9w113mTU/c7OWXS1dU1j6meIi/rnjk5eVh/tlVyA4dOiAvL6/Cz5OT\nk+P0uTlTfHw8IiIi4IpU1nr1eA8DAEeOGN1ixDwKeNzJYuHa5tnN3eKHH8Wo4Wyv26CBGs/5lZ07\ngWef5fjaa1WPXjxGbm5uqaAmNjYWM8/2c8vOzkZMTAwAwGazYdiwYYiIiED//v1Lfi90LFef5elB\njyv16mXsUi9ZAixfbu58/J0CHndr1YrrmwACtm3FgN38QTJ9Og/oiB+w27mVdfIkr1NT2UNExGQ2\nmw1WqxWxsbGlHm/YsCEAID09Halna2fk5+cjJSUFCQkJSE9Px7hx45Cenl7ysQAQFRWFrKys84Ig\nfzJ3LjMaAJ5d8eN/CtMp4DFDYiJOhF0PAJiIqRhwwzYMG2bynMR9Fi7kmVUAiI9nVWURD2C1WjGs\nnB9GycnJWLBgAQIDAwEA4eHhsNlssNlsKCwsRJDjXf0cCQkJmF6Boqtmsrgwd+7yy9l2AgD27WO7\nIDGHAh4TnEZtPGp5A0UIQB2cxhsBj6IGdG7RLxw8yFN6ANCkCYtRiniI7OxstGvX7rzHMzIyEB8f\nj8DAQGRnZ5c8np6ejujoaGzcuLHc3J6WLVsiNzfXZXN2BleXo3voIaB7d45ffx34979d+nJSjppm\nT8AfzZgBvL/jJnTAKDyJl3Hp92uZ2+PmZndigpEjWWgQAObNM9a6RSopKSkJkWdbctvtdvTr1w8A\nt6VSU1MRGhoKgEnHTz/9dMnnJScno3379rDZbMjKykJCQgLCw8ORl5dX5ipNbm4u4uPjERwcjIKC\nAkRGRiI6OhoAA6T4+Hjk5+cjKyur3LmGhoYiPz8fLR3HljxERkYGNm7cCIvFguDgYISHh7vkdSwW\nVp+44QbuZA8dCmzerJ1sd1OlZTf74Qd2mjhzBohsfRzr/7gBll35PIu+datao/uyjAwjg7FPH2Dp\nUr88hq5Ky9XXoUMHvPHGGyWrMcHBwVixYgXatWuHDh06YOXKlSVbTzk5OViyZAlSUlJgtVoREhJS\nkqOTmZmJ0NBQhIeHIzs7G9nZ2ZgxY4bT55ucnIzQ0NDzcoMcyttGO9fMmTNL5Qh5m+Rkoz5PUlKF\n2iuKE2mFx43+/JOttc6cYX/I19IuhcVmZcG548eBRx4BsrKAAO00+pxDh4xq28HBXNf2w2BHqi83\nNxf5+fmltp5yc3PRokULZGdnw2KxlAQ7ABOHY2JiMHPmTISFhSEhIQEFBQWIiopCbGxsSUJxYWEh\nQkJCXDLnoKCgCx5nT0lJccrr2Gy2C+bjmB0sjRnDMiSbNrGr+j33AJ06mTolv6KAx41eegnYuJHj\np58GIiIAIBp49FFgwQJgxQpubT3+uJnTFFd47DEGPQCLczhaKotU0saNG0u2qxxanF0Zzs3NRXBw\n8HmfExQUhE2bNiEqKgrz58/H/PnzkZCQgPbt25ccGy9wbLWeI6CSN2AWiwVFJvRSyMzMvOC2GsB/\nB8cKVll/L1fPvWZNIC0NaN8eOH0aGDKEW1v16rnsJeUvFPC4ydatpcuuOMYAGAllZQG7d3O9s0cP\n4JprTJmnuEB6OotwAMC997IApUgVhYWFlbtaEhYWhvT09PMet9lsCA0NRWZmJmJjYxF1tgBqUlIS\nrFYrnn76aQQHB2Pnzp3nfW5xcXG15+x4/fI4Y0srNja23C2zsjjj71UVbdoAzz3HLa2ff2aVEscp\nLnEtBTxucOoUMGgQfw8IAN5665xktcBAPti9O3DiBDB4MLB6Nfe9xLv9+quxlRUSwhU8bWVJYxgp\n7QAAEXpJREFUNURFRSE0NBQ5OTklgUt+fj5sNhtiY2ORmJhYKkE4IyMDcXFxaNGiBZYsWVLq8wYM\nGFCywhMaGnrRFRLH8zVq1Ai5ubmIjo6uUKLv77//XlKwsCzO2tKqLEdNoU2bNiExMdFtSdVjxwLL\nlrFh9MsvM6VP1SlcTwGPG0yZAnz/PcfjxgE331zGB3XrxhM8c+cCa9cC//oX973EezkKDP7+O69f\ne81oICtSDTk5OUhMTEReXh6Cg4MRFBRUEsRs2rQJ06dPR2RkJAoKClBYWIjFZ/vXOHJpbDYbgNIn\nuBwntS4kLy8PVqsVX375Jex2O6ZPn17mitK5cnNzXZIMXR2OHmHh4eEIDQ1FXFwcNjpyDlysRg3g\n7beBdu14auuhh/geoT6KLmYXl1q92m63WOx2wG4PD7fbT526wAcfP263X3MNP7h2bbt9yxa3zVNc\nYP58/l8CdntcnNmz8RhdunSxd+nSxexpSBkSEhLsNpvtgh9TWFhot9vt9pkzZ9ozMzMv+pyHDx+2\nJyQkOGV+zpSRkVEyr8OHD9sbNWrk9jm8/LLxI2LoULe/vN/RcSAXOnoUePBBfjnXqQO8+y7baJXr\nkkuY0RYQwIy2//kfbnGJ9/n5Zx7JAICmTdksVsTDJSYmXrQqcmBgIDIzM5GXl4d77733os+Zmppa\n4RwddyqvR5g7jRwJnK3SgNRU4MMP3T4Fv6KAx4VGjwby8zmeORNo3boCn3TzzcCECRxv3WoUbRDv\ncfo0cP/9wB9/MF9n4UIeRRfxcC1btkRYWBjyHT+4yhEbG4uYmBj079//gh/nKGZYVvVmT1BWjzB3\nCgjgj4dGjXj96KPA3r1un4bfUMDjIosXA2++yXFUVCWLKE+ebCT6vPIK8PHHTp+fuNCUKSy0AQBP\nPWXUlBfxAkOHDi3VPuKvcnNzS5Kcw8PDkZGRccHnysnJwdChQ50+R2c6t0eYuzVvDlitHBcUcFfA\npANkPk8Bjwvk5bF0OMAb+7ffrmQtwZo1gffe4+ktgBlt+/c7e5riCqtWsXcIwIzEqVPNnY9IFZQX\npGzatKmkL5bNZkNYWFiVnsdTlNcjzN369WNRWoDl2F580bSp+DQFPE52+jQwYADzdwAGO82aVeGJ\nWrY08j5++41H1RX2e7aDB5l3Zbez7sD77zN5S8RHDB06FEFBQcjMzITVasUSR30pL+ToEdahQwcE\nBwcjOTnZ1PnMmQNcfTXHEyYA335r6nR8knppOdnYsUYRqVGjgNmzq/mEgwdzkxcApk3juXbxPMXF\nQM+ewJdf8jolhUfS5TzqpSVStm+/BW65hW2IrroKyM1V+p8zaYXHiT75xAh22rdnonK1vfKKEfZP\nnAisXOmEJxWnmzbNCHbuuw+Ijzd3PiLidSIjjfeN3bu1sO9sCnicxPHFCQD16wOLFjlpN6NBA3bZ\nrluXX/kDBwL79jnhicVpVq40eoW0agXMn69qyiJSJWPGsPIywPMqyudxHgU8TnDiBFskOQrqzp/v\n5FZYN97IKr0A80QGDmTLdTHfgQNc0SkuZlC6ZAmDVBGRKrBY2GnI0Xps/Hjg66/NnZOvUMBTTXY7\nG2GfPbiAJ55g3qrTPfSQkca/erVRq0fMc/o00L8/+2UB3H5s29bcOYmI1wsK4r1TnTpAURHvcR0/\nZqTqFPBUk9XKaBwAbrvNxcuPr7zC1R4ASE7mVpeYZ/RoBp8Ai2c4AlIRkWpq354ntwBWJYmNZQNq\nqToFPNWwbp1RULBJEyA9/SKtI6qrXj0GOWerg2LwYOC771z4glKu1FTg9dc5jojgqSzl7YiIE8XH\nA0OGcPzNN8Djj3NXQapGAU8V7d3LiPvMGaBWLcYhTZq44YWvvhr44ANWMvzjD6B3b611utuaNdzH\nBNj9/MMPGYyKiDiRxcL7qo4deb1ggZHOKZWngKcKjh0D7r7bOCw1ezZrJ7hNz57ArFkc79nDjGmt\ndbrHuZFuZmYVK0uKiFxc3bq8p7riCl6PGqXqJFWlgKeSioqAQYOAzZt5PWIEMHy4CRN58kljrXPN\nGk5Ea52udfQocNddPJkFMKfq1lvNnZOI+LwmTRj0OJKY4+KAHTvMnpX3UcBTSUlJwPLlHN9+O5PK\nTEndsFiYN+JoMvrmm06qdChlOnOGJ7IcOVMjRqi4oIi4zU03MXUQYAmUnj2BQ4fMnZO3UcBTCamp\nxims1q2ZpFyzpokTqlMHWLqU7XYBtp145x0TJ+SjHLUHPv+c13feaRyfEBFxkwceYF0egCs8d9/N\nVE6pGAU8FbR8OTBsGMeNG7MCpuOwlKkuvxz47DMWbgB4NDory9w5+ZoZM4xbq/btWUbb1EhXRPzV\n1KkMfABg/XrWfSsqMndO3kIBTwWsWsUO6MXFPIyzfDmbmXuMNm04qdq12XXu3nuNJCOpnoULjVuq\nK69kpFu/vrlzEhG/ZbHwtFZUFK+XLwdGjlQKZ0Uo4LmIzZt58vvUKd7UZ2QYaTMe5Z//BN59l98N\nx45xg1dZbdWzdCkrXANczvvsMzfVHhARKV/t2jwgesMNvH7tNWDKFFOn5BUU8FzA9u3AHXcAR47w\n+u23gV69TJ3ShcXF8Yw8wNo83bsDu3aZOiWv9fnnrOfuWNb76CMmbomIeICGDYFPPzVSOJ97jrvv\nUj4FPOXIzweio9mrE2CO6v33mzunChk5Epg4keM9exj07Nlj7py8zapVQN++PJlVuzawbBnQubPZ\nsxIRKaVZMyAnh6mcAM+tzJ1r7pw8mQKeMuTlAV26AP/9L68nTmQc4TWeew4YO5bj/Hxu9u7fb+6c\nvMW6day1c/IkUKMGsHgx6w+IiHiga65h0PO3v/F61CjjjIWUpoDnHDt2MNhxLIokJTF+8CoWCysx\nO6K07dsV9FTEqlVATAxzoCwWIC0N6NPH7FmJiFxQ69Y8nOs4rJuQwDJtUpoCnr/Yvh3o2hX45Rde\njx8PTJvmpT0hLRbm8yQk8PrHH7ktk59v7rw81eefM2HLEeykpnrJHqaICNCuHfDFF0CDBjyxNXw4\nkJxs9qw8iwKes3JzGQ/s3cvrCRNY78Argx0Hi4Xp+46gZ+dOtkL4z3/MnZen+fBDHsVzbGO9+y7w\nyCNmz0pEpFJuuonbW8HBvH7mGaZk6Mg6KeABlwK7dDGajk+aBDz/vJcHOw4BAWy3m5jI6/37eYR9\n/Xpz5+Up3nqLp9scCcoZGazkJSLihSIjuTvvSGR+4QXm9RQXmzsvT+D3Ac+77/KouWMnY84c5uz4\nRLDjYLHwvKLjzGJBAXN6PvrI3HmZqbiYy3gPP8wypXXrAv/3f8rZERGvd/31wOrVwFVX8XrePCA2\nFjh+3Nx5mc1vAx67nfk5DzzA4sS1a/NAjledxqqsxETAamUAdPw4cM89TG72t/XOEye4ijNtGq9D\nQoDsbKBHD3PnJSLiJFdfzaDnuut47aiu4chR9Ud+GfAcPcrG1xMm8LphQ+DLL7mz4fOGDuVX/qWX\nMtBJTASGDGEpaX/w669c3Vq8mNetWvEo+q23mjsvEREna94cWLOGh08Bdg7o2BHYtMnceZnF7wKe\n7duBTp2YqgGwJ9a//80cHr/Ruze/C668ktcLFwLduvl+6P/VVzzKsHYtr7t04fjqq02dloiIqwQF\nAZ98wlNbALBvH1d63njD/xb3/SrgWbaMCV3btvG6Rw9g40bud/qdtm2Bb78FbrmF12vXAjfeyDwW\nX1NczO2rqCjgwAE+NmQIl/UcxxlERHxUrVrAq6+yCnNAAHf1H30UGDSIOx7+wi8CniNHeMq4b1+g\nsJCPjR/PqNev3+8uuwxYsQKIj+d1QQHzekaO5BFtX3DgAHDnndy/LC5mcvKCBcCbbzJxS0TED1gs\nwBNP8FSy4wTX++8DHToA331n7tzcxecDntWruXDx5pu8btiQ21kvvMCSK36vTh1g/nzmtAQG8rF5\n87jRu3GjuXOrDrudW3WtW7OoIMAa7OvXM/r1qWN4IiIV0707AxxHXs/27azf87//6/upnD4b8Nhs\nrD3QpYvRMDwqCvjhBx7Pk3P078/vgk6deL1lC4Oe0aO9b81zzx6u6gweDBw+zMfuu48BXNu25s5N\nRMRkf/877wOnTeON/5kzwJQpQPv2RoqjL/K5gKe4mMlYrVpxv9Ju5y7GnDlM2Wje3OwZerCWLYGv\nvwYmT+amb3Ex/+Fat2Y1Yk/PcDtxgrWG2rQBPvuMj11+ObB0KdduHStYIiJ+LiCA3dXXrjXuA7dt\n44HVxx4DDh0yd36u4DMBj93O6pIdOzIZy/Gf1aUL20aMHMn/YLmIWrW4tvn990zlB3h66957+Z3w\n1VemTq9MRUVs9NmqFb+DHStSQ4bwO7hvX1OnJyLiqSIjufg9bRozHOx2diQKC2MR3mPHzJ6h83h9\nCGC3c2muc2c2/nSknTRrBixaBKxcaRRekkq47joGNwsWAI0a8bG1a3l8/fbbWbvGbGfOAB98wHXY\nIUOMY/Vt2rCL3ltvGXMXt8jIyEBSUpLZ0xCRSqhVi/eKW7Yw9QPgfeOzzzLwmTPH+zIbyuK1Ac/x\n48A77zDZqmdP4Jtv+HjdujyB9dNPwIAByk2tloAAJvju2MHvhksu4eNZWcDNN/MfPy3N/Se6bDa2\nAQ4NZcXkLVv4eJMmDNC+/55BmbhNTk4OkpOTYbVaUeg4CikiXqVVK/54/+ILliwDgIMHmcrZrBkw\nZgzfDryVxW739MQMQ3ExFxneegtITy8dcdavz33HMWOYkCUucOAA1z1TUri64hASAjz4ILeObrnF\nNcff/viDeTnp6cDHH/PaoXFjZqiPHs0K0mKapKQk2Gw2pKSklPsxXbt2BQB85YnboyICgO+3ixcz\npfOvQY7FwhNecXGsYtK4sXlzrCyPD3h++YURZ1YW2x2dm0jVuDEwYgRzdPy6po477d3Lo+xWq9Fi\n3qFxY+Cuu4A77uDmcIsWVVtm+/NPHqn75hsmUn/66fmd71q3ZoR7//1AvXpV/uuI8yjgEfEtRUX8\n8TtnDpCTU/rPAgKYJ9urFw/4tm9vbAR4IlMDnt27uVx25AhXa44cAX7/Hfj5Z+aa/vgj8Ntv539e\nzZo8dTxkCP+hVT/OJKdP8wRUSgqDkrK+lIKDgYgI4B//4ImpJk34e926/E4qKmJw8+uv/ILYtQvI\nz2emeVnZcvXr87bigQe4baU9S4+igEfEd/3nP8Drr7OW3bn3ugAX92+8kWmUzZrxV9OmbG9Rpw5/\ntWlj3nu2qQFPjx48Kl4RQUFMpoqJ4c7JZZe5dm5SSQcPcqtp2TIuxzkzr+dvfwOio1kr6I47tJrj\nwRTwiPi+oiK2Y8zMZMWS//634p+7dy9wxRWum9uF1DTnZam8sigNG/KQUOvW/L1zZy4SqDKyB7vs\nMuDhh/nrxAkmDm/caPzavbti5xubNAGuuoq3Abfeyl/XXKOVHBPYbDZYLvDv3rBhw2o995QpU0qu\nu3btWhIIiYhnq1GD78udOwOzZzP1ZN06FrLfsIGL9Pv2MTA6V5067p+vg6krPOvWccsqMBBo0IC/\nN2zIHFi9v/mgY8e4DnrgAGuY16zJ75waNfif3rw5t7rEdJmZmcjKyrrgxwQFBWHGjBmlHtMKj4gA\nDHZ+/ZUrOkeP8kf+qVNMR6lVy5w5mbrC4+hiIH6ifn3+CgszeyZyEbGxsYhVDxYRqaIaNbh1Zdb2\nVVm8tg6PiHgeDz/0KSJ+zNQVHhHxDZs3b0Z2djYyMzNx+PBhhIWFITo6GuHh4WZPTUQEgBfU4RER\n36IcHhExg7a0RERExOcp4BERERGfp4BHREREfJ4CHhEREfF5CnhERETE5yngEREREZ+ngEdERER8\nngIeERER8XkKeERERMTnKeARERERn6eAR0RERHyeAh4RERHxeWoeKiIiIj5PKzwiIiLi8xTwiIiI\niM9TwCMiIiI+TwGPiIiI+DwFPCIiIuLzFPCIiIiIz/t//9O/npNPObEAAAAASUVORK5CYII=\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "subplot(111)\n", "\n", "X = np.linspace(-np.pi, np.pi, 256,endpoint=True)\n", "C,S = np.cos(X), np.sin(X)\n", "\n", "plot(X, C, color=\"blue\", linewidth=2.5, linestyle=\"-\", label=\"cosine\")\n", "plot(X, S, color=\"red\", linewidth=2.5, linestyle=\"-\", label=\"sine\")\n", "\n", "ax = gca()\n", "ax.spines['right'].set_color('none')\n", "ax.spines['top'].set_color('none')\n", "ax.xaxis.set_ticks_position('bottom')\n", "ax.spines['bottom'].set_position(('data',0))\n", "ax.yaxis.set_ticks_position('left')\n", "ax.spines['left'].set_position(('data',0))\n", "\n", "xlim(X.min()*1.1, X.max()*1.1)\n", "xticks([-np.pi, -np.pi/2, 0, np.pi/2, np.pi],\n", " [r'$-\\pi$', r'$-\\pi/2$', r'$0$', r'$+\\pi/2$', r'$+\\pi$'])\n", "\n", "ylim(C.min()*1.1,C.max()*1.1)\n", "yticks([-1, +1],\n", " [r'$-1$', r'$+1$'])\n", "\n", "\n", "legend(loc='upper left')\n", "\n", "t = 2*np.pi/3\n", "plot([t,t],[0,np.cos(t)],\n", " color ='blue', linewidth=1.5, linestyle=\"--\")\n", "scatter([t,],[np.cos(t),], 50, color ='blue')\n", "annotate(r'$\\sin(\\frac{2\\pi}{3})=\\frac{\\sqrt{3}}{2}$', xy=(t, np.sin(t)), xycoords='data',\n", " xytext=(+10, +30), textcoords='offset points', fontsize=16,\n", " arrowprops=dict(arrowstyle=\"->\", connectionstyle=\"arc3,rad=.2\"))\n", "\n", "plot([t,t],[0,np.sin(t)],\n", " color ='red', linewidth=1.5, linestyle=\"--\")\n", "scatter([t,],[np.sin(t),], 50, color ='red')\n", "annotate(r'$\\cos(\\frac{2\\pi}{3})=-\\frac{1}{2}$', xy=(t, np.cos(t)), xycoords='data',\n", " xytext=(-90, -50), textcoords='offset points', fontsize=16,\n", " arrowprops=dict(arrowstyle=\"->\", connectionstyle=\"arc3,rad=.2\"))\n", "\n", "for label in ax.get_xticklabels() + ax.get_yticklabels():\n", " label.set_fontsize(16)\n", " label.set_bbox(dict(facecolor='white', edgecolor='None', alpha=0.65 ))\n", "\n", "\n", "# savefig(\"../figures/exercice_10.png\",dpi=72)\n", "#show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.3" } }, "nbformat": 4, "nbformat_minor": 0 }