Created
December 3, 2025 13:21
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matplotlib_line_plot
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "91977fdc-a07e-45a0-888a-6210659acd1f", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 3, 4, 5, 4, 3, 2, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "03864ff2-4474-4d63-b34c-b29f8c303f3f", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 1, 0, 1, 3, 5, 3, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "2dad7878-2a00-444c-851d-68acdd553f6a", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "c883d145-c5f3-4d78-ac77-ff3197e192fb", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [i for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "c7300c6c-fabf-4808-a98a-8c83deb5e5e5", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [-i for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "id": "a464c11e-0a41-4cd6-810b-b314eb92c66b", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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2Ddt5pFTWZOWhG9rqgatayZ8xC84T4QMAcN5jlrlr8zX5vc2qqLYrPipUM4emqVuLGFYQF4TwAQD4RcXlVXp88SazY6nl6rYNzG6lMRG/fNsM4McIHwCAc9q0v1AjMzK1+1iZuYLl0Rvb6jdXtGTMgotG+AAA/OyY5V9r9ujp97eo0mY3d6C1xiyXNavHiuGSED4AAD9ReKpKExZt0IcbD5m6T7s4PTewk+qGM2bBpSN8AADOkJN/UiPnZir/+CkFBfhpfN92ur9Xc/lZO4gBTkD4AACcHrP87cvdmrZ0i6psDiXUC9OcYelKTazLCsGpCB8AAJ0sq9TDCzfo4y2HzWrc1CFe0+/qpOiwIFYHTkf4AAAft37PCY2em6X9J08pOMBfT9zaTr+6vBljFtQYwgcA+Ci73aHXv9ipGR/lqtruULP64WbMktIk2t2twcsRPgDABx0vrdRDC7L1ae4RU9/aqZGmDuioyFDGLKh5hA8A8DFrdx03Y5ZDReUKDvTXH2/roKHdEhmzwGUIHwDgQ2OWVz7boReWb5PN7lDL2AjNGZ6udo2i3N0afAzhAwB8wNGSCj04P1tf5B019R1pTfR0/xRFhPAxANfjuw4AvNxXO45qzLxsHSmuUGiQv/50e4oGdklgzAK3IXwAgJeyRiuzPsnTzBV5sjukpIZ1zJilTVyku1uDjyN8AIAXKigq19j52fpqxzFTD7wsQZP7dVB4MD/24X58FwKAl1mVd1Rj52fpaEmlwoMDzLkdA9IT3N0WcBrhAwC8RLXNrpc+ztOcldvlcEjJ8ZGaPSxdrRvWcXdrwBkIHwDgBQ4Vlpu9O9buPm7qod2a6snb2is0KMDdrQE/QfgAAA/3aW6BHlqQY3YtjQgO0NQ7O+n21Mbubgv4WYQPAPBQVTa7nvtPrl79bKepOzSOMmOWFrER7m4NOCfCBwB4IOsOtNaYxbojreV/ejTT4ze3Y8wCj0D4AAAPs/zbw3p4YY4KT1UpMiRQ0+/qpJs7NnJ3W8B5I3wAgIeorLZr+rKt+uuqXabulBCt2UPT1bR+uLtbAy4I4QMAPED+8TKNnJulnPyTpr6/VwuN75ts7koLeBrCBwDUcss2HdQjb21QcXm1okID9dzAVN3QId7dbQEXjfABALVURbVNUz7Yon+s3mPqtKZ1NWtomhLqMWaBZyN8AEAttPtoqUbOzdSm/UWm/r8rW+rhG9sqKIAxCzwf4QMAapn3NxzQ+Lc3qqSiWvXCg/T8oFRdmxzn7rYApyF8AEAtUV5l05/e/1YZX+81ddfm9TRzaJoaRYe5uzXAqQgfAFAL7DhSohFvZmrroWL5+Um/v7qVHuzTRoGMWeCFCB8A4GZLsvbr8cUbVVZpU/2IYL04uLOubNPA3W0BNYbwAQBucqrSpj++u1nz1+Wb+vKWMXp5SJriokJ5T+DVCB8A4AZ5h4s1IiNT2w6XmDHL6GuTNPq6JAX4+/F+wOsRPgDAxRauy9ekdzbrVJVNDSJD9PLgzurZOpb3AT6D8AEALlJaUa2J72zSosz9pu7dOtac32EFEMCXED4AwAW2HioyV7PsOFIqa7Iy7vo2+v3VreXPmAU+iPABADXI4XBo3jf55sTSimq74qJCNHNImrq3rM+6w2cRPgCghlg7lD6+aKPezTlg6qvaNNALg1JVvw5jFvg2wgcA1IBN+ws1MiNTu4+VmStYHrmxrX57RUvGLADhAwCcP2b595o9euqDLaqstqtxdKhmDUvTZc1iWGrgOxz5AAAnKSqv0vi3N+jDjYdM3addQ824K1X1IoJZY+AHCB8A4AQb9p00m4blHz+lQH8/je+brP/t3UJ+1g5iAM5A+ACASxyzvPHlbk1dukVVNocS6oVp9rB0dU6sy7oCP4PwAQAXqbCsSo+8laP/fHvY1Dd1iNf0uzopOiyINQXOgfABABchc+8JjcrI0v6TpxQc4K8/3NJO/9OjGWMW4DwQPgDgAtjtDv2/VTv17LJcVdsdalY/XLOHpqtjQjTrCJwnf9WA/fv36+6771b9+vUVFhamjh07at26dTXxUgDgMidKK/Xrf67TlA+3muBxS6dGen9Ub4IH4O4jHydOnFCvXr10zTXXaOnSpWrQoIHy8vJUr149Z78UALjMN7uPa/TcLB0sLFdwoL+evK29hnVrypgFqA3hY/r06UpMTNQbb7xx+rkWLVo4+2UAwGVjllc+26EXlm+Tze5Qy9gIczVL+8ZRvANAbRm7vPvuu+rSpYsGDhyohg0bKi0tTa+//vrPfn1FRYWKiorOeABAbXC0pEL3/v0bzfgo1wSP/p0b691RvQkeQG0LHzt37tQrr7yipKQkffTRR3rggQc0evRo/eMf/zjr10+dOlXR0dGnH9ZREwBwtzU7j+nml7/Q59uOKDTIX9Pv7KgXB3dWnRDO0wculZ/D2iHHiYKDg82Rj6+++ur0c1b4+Oabb7R69eqzHvmwHt+zjnxYAaSwsFBRURzWBOBa1hGO2Z9s18srtsnukFo3rKM5w9LVNj6StwI4B+vz2zqIcD6f306P8I0aNVL79u3PeK5du3Z6++23z/r1ISEh5gEA7lZQXK4H52fry+3HTD3wsgRN7tdB4cEc7QCcyen/RllXuuTm5p7x3LZt29SsWTNnvxQAOM2qvKMaOz/bnOcRFhSgZ+5I0YD0BFYY8ITw8eCDD6pnz56aMmWKBg0apLVr1+q1114zDwCobaptdr28Ik+zP90uawidHB9prmaxxi0APOScD8v777+vCRMmmP09rMtsx40bp9/85jdOnxkBwKU4VFiu0fOytHbXcVMP7ZaoJ2/roNCgABYWuEAX8vldI+HjUhA+ALjCytwCjVuQo+OllYoIDtCUAR3Vr3MTFh/wxBNOAaA2q7LZzYZhr6zcYer2jaI0Z3i6WsRGuLs1wGcQPgD4jAMnT2nU3Cyt33PC1L+6vJm5Gy1jFsC1CB8AfMKKLYf10MIcnSyrUmRIoKbf1Uk3d2zk7rYAn0T4AODVKqvtenbZVv2/VbtM3SkhWrOHpqtp/XB3twb4LMIHAK+Vf7xMI+dmKSf/pKnv79VCj/Vtq5BArmYB3InwAcArLdt0SI++laOi8mpFhQbquYGpuqFDvLvbAkD4AOBtKqptmvrhVv39q92mTmtaV7OGpimhHmMWoLbgyAcAr7HnWKlGZmRp4/5CU//2ypZ65Ma2Cgpw+g28AVwCwgcAr/DBhoMa//YGFVdUq154kJ4flKprk+Pc3RaAsyB8APBo5VU2Pf3Bt/r3mr2m7tq8nmYOTVOj6DB3twbgZxA+AHisnUdKNCIjS1sOFpn691e30rjr2yiQMQtQqxE+AHikd7L36/FFG1VaaVP9iGC9MLizrmrTwN1tATgPhA8AHuVUpU1/fHez5q/LN/XlLWP08pA0xUWFurs1AOeJ8AHAY2wvKNaIN7OUe7hYfn7SqGuTNOa6JAX4+7m7NQAXgPABwCO8tX6fJi7ZpFNVNsXWCdHMIZ3Vs3Wsu9sCcBEIHwBqtbLKaj2xZJMWZe43de/WsXpxcGc1iAxxd2sALhLhA0CttfVQkUa8makdR0plTVYe7NNGv7+mNWMWwMMRPgDUOg6HQ/O/ydeT725WRbVdcVEh5qTSy1vWd3drAJyA8AGgVimpqNYfFm/UO9kHTG1dPvvCoFTVr8OYBfAWhA8AtcbmA4Xm3iy7jpaa0crDN7TV/13ZUv5czQJ4FcIHgFoxZvn313v11PvfqrLarsbRoZo1LE2XNYtxd2sAagDhA4BbFZVXacLbG/XBxoOm7tOuoWbclap6EcG8M4CXInwAcJsN+06aMcve42UK9PfT+L7J+t/eLeRn7SAGwGsRPgC4Zczy9692a8qHW1Rlc6hJ3TDNHpamtKb1eDcAH0D4AOBShWVVeuStHP3n28OmvrFDnJ69M1XR4UG8E4CPIHwAcJmsvSfMmGX/yVMKDvDXH25pp//p0YwxC+BjCB8Aapzd7tBfV+3S9GVbVW13qFn9cM0emq6OCdGsPuCDCB8AatSJ0ko9tDBHn2wtMPUtnRpp6oCOigplzAL4KsIHgBqzbvdxjZqbpYOF5QoO9NekW9trePemjFkAH0f4AFAjY5a/fL5Dz/9nm2x2h1rGRmj2sHS1bxzFagMgfABwrqMlFRq3IEefbzti6v6dG+vpOzqqTgi/6wD4L34aAHCaNTuPafTcLBUUVyg0yF+Tb++gQV0SGbMAOAPhA8Als0Yrcz7drpc+3ia7Q2rdsI7mDEtX2/hIVhfATxA+AFySguJyPTg/W19uP2bquy5L0J/6dVB4MD9eAJwdPx0AXLQvtx/VmHnZ5jyPsKAAPd0/RXdelsCKAjgnwgeAC1Zts2vmijzN+nS7HA6pbVyk5gxPU+uGjFkA/DLCB4ALcrio3OzdsXbXcVMP7ZaoJ2/roNCgAFYSwHkhfAA4bytzC8xltMdLKxURHKApAzqqX+cmrCCAC0L4AHBeY5bnl2/TKyt3mLpdoyjNGZamlg3qsHoALhjhA8A5HTh5yuzdsW7PCVP/6vJm5m60jFkAXCzCB4CftWLLYXNTuJNlVYoMCdS0OzuZG8MBwKUgfAD4icpqu2Z8tFWvf7HL1B2bRGv2sDQ1qx/BagG4ZIQPAGfIP15mrmbJzj9p6vt6Ndf4vskKCeRqFgDOQfgAcNpHmw/pkYU5KiqvVlRooGYMTNWNHeJZIQBORfgAoIpqm6Z+uFV//2q3WY3OiXU1a2iaEmPCWR0ATkf4AHzcnmOlGpmRpY37C039myta6JEbkxUc6O/u1gB4KcIH4MM+2HBQ49/eoOKKatUND9LzA1N1Xbs4d7cFwMsRPgAfVF5l09MffKt/r9lr6i7N6mnm0DQ1rhvm7tYA+ADCB+Bjdh4p0YiMLG05WGTq31/dSg9e30ZBAYxZALgG4QPwIe9k79fjizaqtNKmmIhgvTi4s65q08DdbQHwMYQPwAecqrRp8nubNe+bfFN3bxFjxixxUaHubg2ADyJ8AF5ue0GxRryZpdzDxfLzk0Zd01qjr0tSIGMWAG5C+AC82Fvr92nikk06VWVTbJ0QvTS4s3onxbq7LQA+jvABeKGyympNXLJZb2fuM3Wv1vXN+R0NIxmzAHA/wgfgZXIPFev3b67XjiOl8veTxvZpoxHXtFaAVQBALUD4ALyEw+HQ/G/y9eS7m1VRbVfDyBBzUunlLeu7uzUAOEONX9g/bdo0+fn5aezYsTX9UoDPKqmo1tj52Rq/aKMJHle2aaAPx1xB8ADge0c+vvnmG7366qvq1KlTTb4M4NM2HyjUqIws7TxaakYrD93QRr+7spX8GbMA8LUjHyUlJRo+fLhef/111atXr6ZeBvDpMcu/1uzRHX/+ygSPRtGhmvfby/X7q1sTPAD4ZvgYMWKEbrnlFvXp0+ecX1dRUaGioqIzHgDOrai8SiPnZpnLaCur7bo2uaE+HH2FujaPYekA+ObYZd68ecrMzDRjl18ydepUTZ48uSbaALzSxn2FGpGRqb3HyxTo76fHbkrW//ZuwdEOAL575CM/P19jxozRm2++qdDQX95TYMKECSosLDz9sP4+gLOPWf7+5S7d+cpXJng0qRumBb/rod9c2ZLgAcCj+Dmsn2hOtGTJEt1xxx0KCAg4/ZzNZjNXvPj7+5sxyw//7MessUt0dLQJIlFRUc5sDfBYhWVVevTtHH20+bCpb2gfpxl3pSo6PMjdrQHABX9+O33sct1112njxo1nPHffffcpOTlZjz322DmDB4Cfytp7QqPmZmnfiVMKCvDT4ze30709m5tADwCeyOnhIzIyUikpKWc8FxERofr16//keQA/zzoo+ddVuzRt6VZV2x1qGhOu2cPS1CmhLssGwKOxwylQC50ordTDC3O0YmuBqW/uGK9pd3ZSVChjFgCezyXhY+XKla54GcArrNt9XKPnZulAYbmCA/018db2urt7U8YsALwGRz6AWsJud+gvn+/Q8//ZJpvdoRaxEWbM0qFxtLtbAwCnInwAtcCxkgqNW5Cjz7YdMXW/zo31zB0dVSeEf0UBeB9+sgFu9vXOYxo9L0uHiyoUEuivybd30OCuiYxZAHgtwgfgJtZo5c+fbteLH2+T3SG1ahChOcPTlRzP/jYAvBvhA3CDI8UVGjs/S19uP2bqO9MT9FT/DgoP5l9JAN6Pn3SAi325/ajGzMvW0ZIKhQUF6Kn+KbrrsgTeBwA+g/ABuHDM8vKKPM36JE/WTQ3axNXRnGHpSoqL5D0A4FMIH4ALHC4q15h5WVqz87iph3RN1JO3dVBYMLcbAOB7CB9ADbMunx03P1vHSisVERygKQM6ql/nJqw7AJ9F+ABqSLXNrheWb9OfV+4wdbtGUZozLE0tG9RhzQH4NMIHUAMOFp4yW6R/s/uEqe++vKmeuKW9QoMYswAA4QNwsk+2HtZDC3J0oqzK7FA67c6OurVTY9YZAL5D+ACcpMpm14yPcvXa5ztN3bFJtLk3S7P6EawxAPwA4QNwgn0nyjRqbpay9p409b09m2vCzckKCWTMAgA/RvgALtF/Nh/SwwtzVFRerajQQD17V6puSolnXQHgZxA+gItUWW3X1KVb9MaXu02dmlhXs4emKTEmnDUFgHMgfAAXYe+xMo2cm6kN+wpN/ZsrWuiRG5MVHOjPegLALyB8ABfow40H9dhbG1RcUa264UF67q5U9WkfxzoCwHkifADnqbzKpmc+2KJ/rdlj6sua1dOsoWlqXDeMNQSAC0D4AM7DrqOlGpmRqc0Hikz9wNWtNO76NgoKYMwCABeK8AH8gney9+vxRRtVWmlTTESwXhiUqqvbNmTdAOAiET6Ac4xZJr+3WXPX5pu6W4sYzRySpvjoUNYMAC4B4QM4i+0FJWbMsvVQsfz8pJHXtNaY65IUyJgFAC4Z4QP4kbfX79MTSzbpVJVNsXVC9NLgzuqdFMs6AYCTED6A75RVVmvSO5v11vp9pu7Zqr5eGtJZDSMZswCAMxE+AEnbDhdrxJuZyisokb+fNLZPG424prUCrAIA4FSED/g0h8Ohhev2adK7m1ReZVfDyBC9PCRNPVrVd3drAOC1CB/wWaUV1frD4o1akn3A1FckxerFwZ3NeR4AgJpD+IBP+vZAkbmaZefRUjNaeeiGNvrdla3kz5gFAGoc4QM+N2bJWLtXk9/71tyVtlF0qGYOTVPX5jHubg0AfAbhAz6juLxKExZt1PsbDpr62uSGem5gqtm1FADgOoQP+IRN+ws1IiNTe46VKdDfT4/e1Fa/7t2SMQsAuAHhA14/Zvnn6j3mbrSVNrua1A3TrGFpSm9az92tAYDPInzAaxWeqtJjb23Qss2HTH1D+zjNuCtV0eFB7m4NAHwa4QNeKTv/pLmaZd+JUwoK8NPjN7fTvT2by8+6UQsAwK0IH/C6MctfV+3S9GVbVWVzqGlMuGYPS1OnhLrubg0A8B3CB7zGybJKPbwwRx9vKTD1zR3jNe3OTooKZcwCALUJ4QNeYf2e4xqVkaUDheUKDvTXxFvb6+7uTRmzAEAtRPiAR7PbHXrti52a8VGubHaHWsRGmDFLh8bR7m4NAPAzCB/wWMdKKvTQwhytzD1i6ttTG2vKgI6qE8K3NQDUZvyUhkf6eucxjZ6XpcNFFQoJ9Ncfb++gIV0TGbMAgAcgfMDjxix/XrldLyzfJrtDatUgQnOGpys5PsrdrQEAzhPhAx7jSHGFxi3I1hd5R009IL2JnuqXogjGLADgUQgf8AhfbT+qMfOzTQAJCwrQn/p10MAuie5uCwBwEQgfqNWsK1hmrsjTzE/y5HBIbeLqaM6wdCXFRbq7NQDARSJ8oNYqKCo3J5Wu2Xnc1IO7JJoTS8OCA9zdGgDgEhA+UCt9vu2IHpyfrWOllQoPDtCUOzqqf1oTd7cFAHACwgdqlWqbXS9+vE1/XrnDjFnaNYrSnGFpatmgjrtbAwA4CeEDtcbBwlMaPTdL3+w+Yerh3ZuabdJDgxizAIA3IXygVvh0a4G5jPZEWZXZoXTanR11a6fG7m4LAFADCB9wqyqbXc99lKtXP99p6pQmUZo9NF3NYyN4ZwDASxE+4Db7TpRp1NwsZe09aep7ezbXhJuTFRLImAUAvBnhA27xn82H9MhbG1R4qkqRoYGacVcn3ZTSiHcDAHwA4QMuVVlt17SlW/W3L3eZOjWxrmYPTVNiTDjvBAD4CMIHXGbvsTKNnJupDfsKTf3r3i306E3JCg70510AAB9C+IBLLN14UI++tUHFFdWKDgvS8wNT1ad9HKsPAD7I6b9yTp06VV27dlVkZKQaNmyo/v37Kzc319kvAw9RXmXTpHc26YE3M03wuKxZPX045gqCBwD4MKeHj88++0wjRozQmjVrtHz5clVVVemGG25QaWmps18Ktdyuo6W685Wv9M/Ve0z9u6taad5vL1eTumHubg0A4EZ+Doe1iXXNOXLkiDkCYoWSK6+88he/vqioSNHR0SosLFRUVFRNtoYa9G7OAT2+aKNKKqoVExGs5wel6pq2DVlzAPBSF/L5XePnfFhNWGJiYs765xUVFebxw+bh2WOWye99q7lr95q6W/MYzRyapvjoUHe3BgCoJWo0fNjtdo0dO1a9evVSSkrKz54jMnny5JpsAy6yvaBEIzMytfVQsfz8pJHXtNaY65IUGMDVLAAAF41dHnjgAS1dulSrVq1SQkLCeR/5SExMZOziYRZl7tMTSzaprNKm2DrBenFwZ12R1MDdbQEAfGnsMnLkSL3//vv6/PPPfzZ4WEJCQswDnqmsslpPvrNZC9fvM3XPVvX10uDOahjFmAUA4KLwYR1IGTVqlBYvXqyVK1eqRYsWzn4J1BLbDhdrxJuZyisokb+fNOa6Nhp5bWsFWAUAAK4KH9ZlthkZGXrnnXfMXh+HDh0yz1uHYsLCuMTSG1gBc+G6fZr07iaVV9nVMDJELw9JU49W9d3dGgDAF8/58LPONDyLN954Q/fee+8v/n0uta3dSiuqzbkdi7P2m/qKpFhzfkdsHUZnAODLitx5zkcNbxsCN9pysMiMWXYeLTWjlXHXt9EDV7WSP2MWAMAF4N4uOK9AmbF2r9m/w7orbXxUqGYNS1PX5mffuwUAgHMhfOCcisurNGHRRr2/4aCpr2nbQM8P6mx2LQUA4GIQPvCzNu0vNJuG7T5WpkB/Pz16U1v9undLxiwAgEtC+MBZxyzWzeCe+WCLKm12cyM4a4t06460AABcKsIHzlB4qkqPvbVByzb/9xLpPu3i9NzATqobzpgFAOAchA+clp1/0oxZ9p04paAAP03o20739Wr+s5dPAwBwMQgfMGOWv67apenLtqrK5lBiTJhmD01XamJdVgcA4HSEDx93sqxSDy/coI+3HDZ135R4Tbuzk6LDgtzdGgDASxE+fNj6PSc0KiNTBwrLFRzgrydubadfXd6MMQsAoEYRPnyQ3e7Qa1/s1IyPcmWzO9S8frhmD0tXSpNod7cGAPABhA8fc7y0UuMWZGtl7hFT35baWFPuSFFkKGMWAIBrED58yNpdxzV6bpYOFZUrJNBff7y9g4Z0TWTMAgBwKcKHj4xZ/rxyu15Yvk12h9SyQYTmDEtXu0bnvusgAAA1gfDh5Y4UV5gxyxd5R009IK2JnuqfoogQ3noAgHvwCeTFvtp+VGPmZ5sAEhrkrz/1S9HAyxIYswAA3Irw4YWsK1hmrsjTzE/y5HBISQ3r6M/D05UUF+nu1gAAIHx4m4Kico2Zl63VO4+ZelCXBE2+PUVhwQHubg0AAIMjH17ki7wjenB+to6WVCo8OEDP3JGiO9IS3N0WAABnIHx4gWqbXS99nKc5K7ebMUtyfKTZNKx1wzrubg0AgJ8gfHi4g4WnNGZuttbuPm7qYd2batKt7RUaxJgFAFA7ET482KdbC8xltCfKqlQnJFBTBnTU7amN3d0WAADnRPjwQFU2u577KFevfr7T1B0aR5lNw5rHRri7NQAAfhHhw8PsP3nK3Ik2c+9JU9/To5km3NyOMQsAwGMQPjzI8m8P6+GFOSo8VaXI0EA9e2cn9e3YyN1tAQBwQQgfHqCy2q5pS7fqb1/uMnVqQrRmDU1X0/rh7m4NAIALRvio5fKPl2lkRqZy9hWa+v5eLTS+b7KCA/3d3RoAABeF8FGLLdt0UI+8tUHF5dWKDgvScwNTdX37OHe3BQDAJSF81ELlVTZN/XCL/rF6j6nTmtbVrKFpSqjHmAUA4PkIH7XM7qOlGpGRqc0Hikz9f1e11MM3tFVQAGMWAIB3IHzUIu/lHNCERRtVUlGteuFBemFQZ12T3NDdbQEA4FSEj1oyZvnT+98q4+u9pu7avJ5mDk1To+gwd7cGAIDTET7cbMeREo14M1NbDxXLz08acXVrje2TpEDGLAAAL0X4cKPFWfv0h8WbVFZpU/2IYL00pLOuSGrgzpYAAKhxhA83OFVp06R3Nmnh+n2m7tGyvl4e0lkNo0Ld0Q4AAC5F+HCxbYeLzZglr6DEjFnGXJekUdcmKcDfz9WtAADgFoQPF3E4HOZIh3XEo7zKrgaRIeZoR89Wsa5qAQCAWoHw4QKlFdWauGSTFmXtN/UVSbHmMlorgAAA4GsIHzVsy8Eis2nYziOlsiYrD93QVg9c1Ur+jFkAAD6K8FGDY5a5a/M1+b3Nqqi2Kz4q1Ozd0a1FTE29JAAAHoHwUQOKy6v0+OJNZsdSy9VtG5gxS0xEcE28HAAAHoXw4WSb9hdqZEamdh8rM1ewPHpjW/3mipaMWQAA+A7hw4ljln+t2aOn39+iSptdTeqGmTHLZc3qOeslAADwCoQPJyg8VaUJizbow42HTN2nXZyeG9hJdcMZswAA8GOEj0uUk39SI+dmKv/4KQUF+Gl833a6v1dz+Vk7iAEAgJ8gfFzCmOVvX+7WtKVbVGVzKKFemOYMS1dqYt2L/Z8EAMAnED4uwsmySj28cIM+3nLY1Dd1iNf0uzopOizI2e8PAABeh/BxgdbvOaHRc7O0/+QpBQf464lb2+lXlzdjzAIAwHkifJwnu92h17/YqRkf5ara7lCz+uFmzJLSJPp8/ycAAADh4/wcL63UQwuy9WnuEVPf2qmRpg7oqMhQxiwAAFwojnz8grW7jpsxy6GicgUH+uuPt3XQ0G6JjFkAALhIhI9zjFle+WyHXli+TTa7Qy0bRJgxS7tGURe71gAAgPBxdkdLKvTg/Gx9kXfU1HekNdHT/VMUEUJWAwDgUvFp+iOrdxzTmHlZKiiuUGiQv/7UL0UDL0tgzAIAgJMQPr5jjVZmfZKnmSvyZHdISQ3raM7wdLWJi3TWWgMAAMLHfxUUlWvs/Gx9teOYqQd1SdDk21MUFhzANwkAAE7m80c+vsg7Ys7vOFpSqfDgAHNux4D0BGevMwAA+I6/asicOXPUvHlzhYaGqnv37lq7dq1qk2qbXc99lKv/+dtaEzyS4yP17sjeBA8AADwxfMyfP1/jxo3Tk08+qczMTKWmpurGG29UQUGBaoNDheUa9vrXmv3pdjkc0rDuTbVkRC+1bljH3a0BAOD1/BzW7VmdzDrS0bVrV82ePdvUdrtdiYmJGjVqlMaPH3/Ov1tUVKTo6GgVFhYqKsr5e2p8mlughxbkmF1L64QEasqAjro9tbHTXwcAAF9SdAGf304/56OyslLr16/XhAkTTj/n7++vPn36aPXq1T/5+oqKCvP4YfM1ocoas/wnV69+ttPUHRpHmU3DmsdG1MjrAQAAF41djh49KpvNpri4uDOet+pDhw795OunTp1qktL3D+sISU1YseXw6eBxT49mevuBngQPAAB88WoX6wiJdX7ID4981EQAubFDvO6+vKl6tYpV346NnP6/DwAA3BQ+YmNjFRAQoMOHD5/xvFXHx8f/5OtDQkLMo6b5+fnp6f4da/x1AACAi8cuwcHBuuyyy7RixYrTz1knnFp1jx49nP1yAADAw9TI2MUao9xzzz3q0qWLunXrppdeekmlpaW67777auLlAACAr4ePwYMH68iRI5o0aZI5ybRz585atmzZT05CBQAAvqdG9vm4FDW9zwcAAHDv53eNba8OAABwNoQPAADgUoQPAADgUoQPAADgUoQPAADgUoQPAADgUoQPAADgUoQPAABA+AAAAN6rRrZXvxTfb7hq7ZQGAAA8w/ef2+ezcXqtCx/FxcXmn4mJie5uBQAAXMTnuLXNukfd28Vut+vAgQOKjIyUn5+f01OZFWry8/O5b0wNYp1dg3Vmnb0N39Oevc5WnLCCR+PGjeXv7+9ZRz6shhMSEmr0NazF5qZ1NY91dg3WmXX2NnxPe+46/9IRj+9xtQsAAHApwgcAAHApnwofISEhevLJJ80/wTp7Or6fWWdvw/e076xzrTvhFAAAeDefOvIBAADcj/ABAABcivABAABcivABAABcymfCx5w5c9S8eXOFhoaqe/fuWrt2rbtb8jpTp05V165dze60DRs2VP/+/ZWbm+vutrzetGnTzG7AY8eOdXcrXmf//v26++67Vb9+fYWFhaljx45at26du9vyKjabTRMnTlSLFi3MGrdq1UpPPfXUed0fBOf2+eef67bbbjM7jlo/I5YsWXLGn1trPGnSJDVq1MisfZ8+fZSXlydX8InwMX/+fI0bN85cWpSZmanU1FTdeOONKigocHdrXuWzzz7TiBEjtGbNGi1fvlxVVVW64YYbVFpa6u7WvNY333yjV199VZ06dXJ3K17nxIkT6tWrl4KCgrR06VJ9++23ev7551WvXj13t+ZVpk+frldeeUWzZ8/Wli1bTP3ss89q1qxZ7m7N45WWlprPO+uX77Ox1nnmzJn6y1/+oq+//loRERHms7G8vLzmm3P4gG7dujlGjBhxurbZbI7GjRs7pk6d6ta+vF1BQYH1q4vjs88+c3crXqm4uNiRlJTkWL58ueOqq65yjBkzxt0teZXHHnvM0bt3b3e34fVuueUWx/3333/GcwMGDHAMHz7cbT15I0mOxYsXn67tdrsjPj7eMWPGjNPPnTx50hESEuKYO3dujffj9Uc+KisrtX79enM46Yf3j7Hq1atXu7U3b1dYWGj+GRMT4+5WvJJ1lOmWW24543sbzvPuu++qS5cuGjhwoBkjpqWl6fXXX2eJnaxnz55asWKFtm3bZuqcnBytWrVKffv2Za1r0K5du3To0KEzfn5Y92WxTktwxWdjrbuxnLMdPXrUzBTj4uLOeN6qt27d6ra+vJ11d2LrHATrsHVKSoq72/E68+bNMyNEa+yCmrFz504zDrBGto8//rhZ69GjRys4OFj33HMPy+4k48ePN3dZTU5OVkBAgPl5/cwzz2j48OGscQ2ygoflbJ+N3/9ZTfL68AH3/Va+adMm8xsMnMu6DfaYMWPMeTXWCdSouQBtHfmYMmWKqa0jH9b3tDUfJ3w4z4IFC/Tmm28qIyNDHTp0UHZ2tvnFxTpJknX2Xl4/domNjTVp+vDhw2c8b9Xx8fFu68ubjRw5Uu+//74+/fRTJSQkuLsdr2ONEa2TpdPT0xUYGGge1sm+1olj1n+3fnPEpbOuAGjfvv0Zz7Vr10579+5leZ3okUceMUc/hgwZYq4m+tWvfqUHH3zQXD2HmvP955+7Phu9PnxYh0gvu+wyM1P84W80Vt2jRw+39uZtrHOarOCxePFiffLJJ+bSOTjfddddp40bN5rfEL9/WL+hW4eprf9uhW1cOmtk+ONLxa3zEpo1a8byOlFZWZk5D++HrO9h6+c0ao7189kKGT/8bLTGX9ZVL674bPSJsYs1s7UO31k/oLt166aXXnrJXIJ03333ubs1rxu1WIdO33nnHbPXx/dzQ+skJusacjiHtbY/Po/GukTO2ouC82ucx/rt2zoZ0hq7DBo0yOwN9Nprr5kHnMfah8I6x6Np06Zm7JKVlaUXXnhB999/P8t8iUpKSrR9+/YzTjK1fkGxLgKw1tsabz399NNKSkoyYcTab8Uad1l7NNU4h4+YNWuWo2nTpo7g4GBz6e2aNWvc3ZLXsb6dzvZ444033N2a1+NS25rx3nvvOVJSUszlh8nJyY7XXnuthl7JdxUVFZnLxK2fz6GhoY6WLVs6/vCHPzgqKirc3ZrH+/TTT8/6M/mee+45fbntxIkTHXFxceZ7/LrrrnPk5ua6pDc/6z9qPuIAAAD4yDkfAACgdiF8AAAAlyJ8AAAAlyJ8AAAAlyJ8AAAAlyJ8AAAAlyJ8AAAAlyJ8AAAAlyJ8AAAAlyJ8AAAAlyJ8AAAAlyJ8AAAAudL/B7NdYfr63iRlAAAAAElFTkSuQmCC", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [i for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "id": "77b7a399-9b7f-43f4-8857-55258a46ba55", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [-i for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "id": "5a75f46c-b0d1-4a0f-be1c-2305fe62e832", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [-i if i < 6 else i for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "4bf66f8c-6489-4468-b7b8-ad4cefb0998e", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [(i-5)**2 for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "id": "48c2eda0-13fa-4419-ae02-f03bd5a6cea1", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [-(i-5)**2 for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "id": "8f25d558-06eb-4e6c-bd7d-cd4e435bf246", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [-i**2 if i < 5 else -16 for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 12, | |
| "id": "daf8ddc7-3826-4af8-88fb-dbbaed20d497", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [(i-5)**3 for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 13, | |
| "id": "264be581-95d3-42c7-80a4-f3b036b9acb9", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [-(i-5)**3 for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 14, | |
| "id": "8153e3ba-44e4-45ec-9f64-1e65ee249f6d", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [(i-5)**4 for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 15, | |
| "id": "fac19fee-ce79-43d3-8a9c-99a9f1955c9f", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [-(i-5)**4 for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 17, | |
| "id": "5b978ddb-8da0-4750-8d12-6625faaccbfb", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "N = 11\n", | |
| "x = [i for i in range (N)]\n", | |
| "y = [(i-5)**4 if i < 6 else i for i in x]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 18, | |
| "id": "47b74928-0491-4940-a10f-9ef0ee2c8ce3", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 1, 0, 1, 3, 5, 3, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.grid()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 19, | |
| "id": "d8ecaa54-cc7c-4129-af4c-9d82223b58f4", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 1, 0, 1, 3, 5, 3, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.grid()\n", | |
| "plt.xlabel('t')\n", | |
| "plt.ylabel('x')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 20, | |
| "id": "b909de34-a265-4531-b036-5933da2f5697", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 1, 0, 1, 3, 5, 3, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.grid()\n", | |
| "plt.xlabel('t')\n", | |
| "plt.ylabel('x')\n", | |
| "plt.legend(['Series 1'])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 21, | |
| "id": "6cab15d7-7fc5-4328-8a30-2782533a5801", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 1, 0, 1, 3, 5, 3, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.grid()\n", | |
| "plt.xlabel('t')\n", | |
| "plt.ylabel('x')\n", | |
| "plt.legend(['blue'], loc='upper left')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 22, | |
| "id": "c3b07f41-e5a5-4f9b-ac1c-729166cd68c8", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 1, 0, 1, 3, 5, 3, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.grid()\n", | |
| "plt.xlabel('t')\n", | |
| "plt.ylabel('x')\n", | |
| "plt.xlim([0, 7])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 23, | |
| "id": "09b9b88e-6907-4cbf-a29e-eb99aa49d898", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 1, 0, 1, 3, 5, 3, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.grid()\n", | |
| "plt.xlabel('t')\n", | |
| "plt.ylabel('x')\n", | |
| "plt.ylim([0, 3])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 24, | |
| "id": "1692c9bf-b6c1-4926-861e-ceec788b17b2", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 1, 0, 1, 3, 5, 3, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.grid()\n", | |
| "plt.xlabel('t')\n", | |
| "plt.ylabel('x')\n", | |
| "plt.xlim([0, 7])\n", | |
| "plt.ylim([0, 3])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 25, | |
| "id": "31ddddcb-a64a-4320-ab9b-287659b774a7", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import math\n", | |
| "\n", | |
| "x = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y = [0, 1, 2, 1, 0, 1, 3, 5, 3, 1, 0]\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.grid()\n", | |
| "plt.xlabel('t'); plt.ylabel('x')\n", | |
| "plt.xlim([0, 7]); plt.ylim([0, 3])\n", | |
| "plt.legend(['blue'], loc='upper left')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 26, | |
| "id": "503f6e1f-6a3d-4479-915d-adfe875fb632", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "S1\n", | |
| "x1 = [0, 1, 2, 3, 4] \n", | |
| "y1 = [0, 1, 2, 3, 4] \n", | |
| "\n", | |
| "S2\n", | |
| "x2 = [4, 5, 6, 7] \n", | |
| "y2 = [4, 4, 4, 4] \n", | |
| "\n", | |
| "S3\n", | |
| "x3 = [7, 8, 9, 10] \n", | |
| "y3 = [4, 5, 7, 10] \n", | |
| "\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "x1 = [0, 1, 2, 3, 4]\n", | |
| "y1 = [0, 1, 2, 3, 4]\n", | |
| "\n", | |
| "x2 = [4, 5, 6, 7]\n", | |
| "y2 = [4, 4, 4, 4]\n", | |
| "\n", | |
| "x3 = [7, 8, 9, 10]\n", | |
| "y3 = [4, 5, 7, 10]\n", | |
| "\n", | |
| "print('S1\\nx1 =', x1, '\\ny1 =', y1, '\\n')\n", | |
| "print('S2\\nx2 =', x2, '\\ny2 =', y2, '\\n')\n", | |
| "print('S3\\nx3 =', x3, '\\ny3 =', y3, '\\n')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 27, | |
| "id": "3cb71886-a804-41a0-871d-bd8dec1c832f", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(x1, y1)\n", | |
| "plt.plot(x2, y2)\n", | |
| "plt.plot(x3, y3)\n", | |
| "\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 28, | |
| "id": "c70bc4b0-5c00-4161-9776-659d90eea639", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(x1, y1)\n", | |
| "plt.plot(x2, y2)\n", | |
| "plt.plot(x3, y3)\n", | |
| "\n", | |
| "labels = [\n", | |
| " 'linier',\n", | |
| " 'constant',\n", | |
| " 'quadratic'\n", | |
| "]\n", | |
| "plt.legend(labels)\n", | |
| "\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 29, | |
| "id": "504a4df7-fac0-4e7a-8a14-5d8f04f41698", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(x1, y1)\n", | |
| "plt.plot(x2, y2)\n", | |
| "plt.plot(x3, y3)\n", | |
| "\n", | |
| "labels = [\n", | |
| " 'linier',\n", | |
| " 'constant',\n", | |
| " 'quadratic'\n", | |
| "]\n", | |
| "plt.legend(labels)\n", | |
| "\n", | |
| "plt.grid()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 31, | |
| "id": "7f54a86a-1652-4a9a-ace1-a6f73950050a", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(x1, y1, 'r')\n", | |
| "plt.plot(x2, y2, 'g')\n", | |
| "plt.plot(x3, y3, 'b')\n", | |
| "\n", | |
| "labels = [\n", | |
| " 'linier',\n", | |
| " 'constant',\n", | |
| " 'quadratic'\n", | |
| "]\n", | |
| "plt.legend(labels)\n", | |
| "\n", | |
| "plt.grid()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 32, | |
| "id": "ea220b37-b09c-4050-8975-de52d01fe5f2", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(x1, y1, '--')\n", | |
| "plt.plot(x2, y2, '-')\n", | |
| "plt.plot(x3, y3, ':')\n", | |
| "\n", | |
| "labels = [\n", | |
| " 'linier',\n", | |
| " 'constant',\n", | |
| " 'quadratic'\n", | |
| "]\n", | |
| "plt.legend(labels)\n", | |
| "\n", | |
| "plt.grid()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 33, | |
| "id": "519b9275-eac8-4aa3-876f-2b6cd3a07771", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(x1, y1, 'v')\n", | |
| "plt.plot(x2, y2, 'o')\n", | |
| "plt.plot(x3, y3, 's')\n", | |
| "\n", | |
| "labels = [\n", | |
| " 'linier',\n", | |
| " 'constant',\n", | |
| " 'quadratic'\n", | |
| "]\n", | |
| "plt.legend(labels)\n", | |
| "\n", | |
| "plt.grid()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 35, | |
| "id": "1a62c7e7-1d4c-487c-b293-e4644532475e", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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Nu+Tm5srjjz9u9hmIjIyUpk2bynvvvefkaAJAYLrkkkukWrVq4uv8pufDsdCK3pj15uj4VK83Z11+VudEF32u7raqN0fHrqv6PH2+bj1fdHdVx3VLPreiQw2PPvqoLF68WObNmyc1atSQJ598UlatWlWhegxNDDQZ0aRh/fr1cu+995pzjz32mPn6p59+amo8pk2bJp07dzYJxeuvv24SlaIWLlxodhxcsGBB4Tn9N40fP94kI5p0PPzwwybB0J0P69WrJ5999pn85S9/kbS0NPO9Go/SaIKlXYMvvviiXHbZZbJnzx5JT0+vUKwAAP9z4sQJc2/zq52/7V4mIyND14s1f5Z09uxZ+6ZNm8yfJen36OPo0aOF55577jlzbvDgwebYarXaT548aY+KijLnd+3aVfjcV1991Zzr169fsesmJiaa8xs2bCg8N3369Ar9m7KysuxhYWH2Tz/9tPDc8ePH7ZGRkfbhw4cXtn/u3LnFvi8+Pt4+c+bMP7zupEmT7O3atSs87tSpk/2BBx4o9pyOHTvaW7duXXg8YMAAe82aNe25ubnnbfPy5ctNm7Tt6scffzTHGr+iunTpUvhvSEtLM8/517/+ZZ6n8S7L+X6mOL+8vDz7F198Yf6E6xBn9yHWpRsyZIi9evXq9jlz5ti9Oc7nu3+XxLCLG+zYscP0qnTs2LFYrYRjyKO8PvnkE7niiivMsIgO3zz99NOyd+/ewq9v3ry52GuoTp06nXOdVq1anVPnoSvmXX/99WYsUXtTunTpYs4XvX5Z1qxZY3qOHN8LAKgcq9UqP/74oxw7dswMqfsLv0k+Tp8+bR5Fq4B1qEPPTZ06tdhzDx8+bM4XLdoZOnSoOVeyPkHrHfR8SkpK4TlHvYMz6VBRyU2CitZz6FBG//795dprr5WvvvpKVq9eLU899ZRJaiqq5HK8OrTUu3dvM5wye/ZsWb58ucydO9d8rSLX/6OhGADAhQkODjbD7Pp7358+2PlN8qE3VH046j2UfrrXc0XrPYo+11HDobSGQ8+VHFP7o+dWRJMmTcz3/P7774XndMrq1q1bC4+rV68uhw4dKjzetm2bZGdnFx7/9ttv0qBBA5NwaGFocnKyqacoShOkoq+hli1bVmb7tmzZIsePHzfFqldeeaU0b968sNjUwdFToln4H9EeFZvNZmpbAADOERISIn369Cl2f/N1fpN8eDMdItGZJ9oTs2jRItmwYYPpPSma0HTr1s300GiPxooVK+Svf/1rsSRHkw0dApkzZ44ZxtFCUkfvhIMuPDNjxgyZOXOmSWxGjx5ttl0ui/YAaXKh07h27twp8+fPN8WnRWnio298zb61+097g0pq2LChDBgwQAYPHixff/212XlR1wfRQlgAQMUcP378nB5xf0Hy4SaTJk0yvQpaV9GjRw8zG6Vdu3aFX9eptzqrRJ+j01xHjhxpqpsdbrjhBhkxYoQMGzbMzJDRnhCdaltU3759zTmd/aLX1p6RIUOGlNk27XXRWTS6el5qaqrpAXn55ZeLPadOnToyduxYM41Wxx21HaV56623zKwYbb9eS2fk+OqWzwDgKXa73SxxoHV8Ws/nb4K06lS8SGZmpsTHx0tGRoapQShK16zQT9O6vOyFTDnSIQG9vl63aK+Dp+gaGZpITJkyRfxJReJc2Z9pINOaIJ0KrXVArDJLnP0B7+n/0YSjbdu2puZj//79xVaW9tY4n+/+7bfrfAAA4C9SUlLMULvORHRm4uEtPP/xHwAAlDokfs0114g/oufDg7QYEwCAorKyssx6S/6Mng8AALzEkSNHzBYaulVFyb25/AnJBwAAXmL+/PlmKQNd68mfi/B9ctjFyybooBL4WQLA/+jyBLpzbUFBgfgzn0o+HFOCdOVPlvL2D45VXJkqCgD/oatY+zufSj50vrNOOXIs/a2LcFVkuVldf0L3KtFxNG9Y58NflSfO2uOhiYf+LPVnqj9bAAjk35v5+fnnbAfir3wq+VC6o6squfdIeegN7+zZs6bXxJ/WyPc2FYmzJh6OnykABKpvvvnGDLnoKtK6VYa/87nkQ29mSUlJUqNGjWK7vpaHPn/JkiVy1VVX0c3vQuWNs36NHg8AEJk1a5bZcf3AgQMBEQ6fSz4c9KZV0RuXPl+LeLSCmBoD1yHOAFDx5OOGG26QLl26BETofDb5AADAX4SFhUn//v0lUFB1CQCAh+RXsHzAX5B8AADgIU8//bR06tQp4LbbcHryYbVa5ZlnnjFbpOtshyZNmsj48eNZTAoAgBK9Hn//+99l2bJlZjv6QOL0mo8XX3xR3nrrLRPQFi1ayIoVK2TgwIESHx8vDz74oLNfDgAAnxQaGipr1qyRDz/8UK677joJJE5PPn777Te58cYbpU+fPua4YcOG8vHHH8u///1vZ78UAAA+rVatWjJy5EgJNE5PPi6//HKZPn26bN26VS666CJZu3at/PLLLzJ58uRSn5+bm2seDo6uJ+2OcnYhjuN6gVrg4y7EmTj7E97PxNpVK5paPLTStqve0xW5XpDdyTt7aUCffPJJeemll8x6D1oD8vzzz8sTTzxR6vPHjBkjY8eOPef8Rx99ZJZPBwDAHwtNq1evLv369TN/+gPdMkP/PRkZGRIXF+fe5GPOnDny6KOPyqRJk0zNh45nPfTQQ6bnY8CAAeXq+ahXr56kp6eX2fgLycoWLFggPXv2ZJExFyLO7kGcibO/CZT39Lp168zmcbq2x/bt292+xYSr4qz378TExHIlH04fdtHEQ9emv/32281xq1atZM+ePTJhwoRSkw/dRKe0jXQ0IK5687ny2iDO7sb7mTj7G39/T7dr187McFm9erX5sO0vca7ItUJc0e1SchxLh190OAYAAIh07NjRPAKV05OP66+/3tR41K9f3wy7aGanQy6DBg1y9ksBAOBTtNIhiF3Vnb/I2BtvvCG33HKLPPDAA5KSkmKmEN1///1moTEAAALVqVOnzH1xwoQJkpeXJ4HM6clHbGysTJkyxdR5nD17Vnbs2CHPPfecKawBACBQ6eKbaWlpMnv2bL+uaSkPdrUFAMANhgwZIgkJCVKlSpWAH3oh+QAAwA10BOCuu+4i1uxqCwAA3M0za7sCABAgFi9eLJ07d5Yvv/zS003xGiQfAAC40GuvvSa//vqrfP3118T5v6j5AADAhaZNm2am2FLv8T8kHwAAuFBSUpJZfBP/w7ALAABwK5IPAABc4JVXXpHBgwebhcVQHMMuAAA4mS6f/vLLL8vhw4ela9eu0qxZM2JcBMkHAAAuWFDs888/lxkzZsitt95KfEsg+QAAwAU6depkHjgXNR8AAMCtSD4AAHAiLTKdNGmSZGZmEtc/wLALAABOsnHjRnnvvffEYrHIX/7yF4mLiyO2pSD5AADASZo0aWKKTLds2SKNGzcmrn+A5AMAACeJiIiQgQMHEs8yUPMBAADciuQDAIBKOnv2rNx0000yf/58sdlsxLMMJB8AAFTSrFmzZN68eTJ8+HCSj3Kg5gMAgEq69tprZdSoUdK0aVMJCeHWWhYiBABAJdWtW1cmTpxIHMuJYRcAAOBWJB8AAFyg1atXy/3332/W9UD5MewCAMAFmjx5snz44YeSlZUlH330EXEsJ5IPAAAukPZ6aOLxyCOPEMMKIPkAAOACde7c2TxQMdR8AABQQTk5OcSsEkg+AACogAMHDpgN5KZMmcKCYheI5AMAgAqYPn26HDx40BSYspT6haHmAwCAChgzZowkJSXJVVddxWqmF4jkAwCACggKCpK//vWvxKwSGHYBAKAMdrtdPv74YykoKCBWTkDyAQBAGd577z3p16+fdO/enToPJyD5AACgDFFRURIfHy833HCDWCzcOiuLmg8AAMqgvR5du3aVGjVqECsnIPkAAKAcdIYLnIO+IwAASrFr1y6zdPqaNWuIj5ORfAAAUIpHH31Ufv31Vxk5ciTxcTKGXQAAKMW0adMkPDxcxo0bR3ycjOQDAIBS1KxZU2bPnk1sXIBhFwAA/kv3alm/fj3xcDGSDwAA/mvq1KnSpk0bGT9+PDFxIZIPAAD+a8OGDab3o3r16sTEhaj5AADgv6ZPny79+/c3O9bCdUg+AAAookuXLsTDxRh2AQAEtLS0NHnkkUckOzvb000JGPR8AAAClt1ul4EDB8rSpUslMzNT3n33XU83KSDQ8wEACFhBQUEyevRoSU1NlWeffdbTzQkY9HwAAAJa7969zdoeFgufx92FSAMAAk5BQYFkZWUVHpN4uBfJBwAg4Lz88svSsmVLWbRokaebEpBIPgAAASU/P1/+/ve/y969e2X//v2ebk5AouYDABBQQkNDZfny5TJr1iy58847Pd2cgETyAQAIODExMTJkyBBPNyNgMewCAAgIOqPl66+/9nQz4Krk48CBA3LHHXdItWrVJDIyUlq1aiUrVqwg4AAAj9V53HXXXXLdddfJm2++yU/B34ZdTp48KVdccYV07dpVvv32W7Mz4LZt2yQhIcHZLwUAQLlYrVbp3r27+XB88803EzV/Sz5efPFFqVevnsycObPwXKNGjZz9MgAAlFtERISZXvv0009LlSpViJy/JR/z5883q8XdeuutsnjxYqlTp4488MADcu+995b6/NzcXPNw0LX1HV1k+nAmx/WcfV0QZ0/g/Uyc/Y0r3tM2m63YAmLR0dEBfw/Id9G9sCLXC7LrrjpOzi7Vww8/bBIQnc40fPhwefvtt2XAgAHnPH/MmDEyduzYc85/9NFHEhUV5cymAQACjN5LDh48KPfdd5/ExcV5ujl+LTs7W/r16ycZGRllxtrpyUdYWJi0b99efvvtt8JzDz74oElCdNfA8vR86LBNenq6098ompUtWLBAevbsaeZ5wzWIs3sQZ+Lsb5z9nj569Kg0bdpUcnJyZM6cOdR6uPh3h96/ExMTy5V8OH3YJSkpyewOWFRKSop89tlnpT4/PDzcPErSgLgqQXDltUGc3Y33M3H2N856T+uw/88//yyff/659O3b1ylt8yehTr4XVuRaTk8+dKZLWlpasXNbt26VBg0aOPulAAA4L+2J1wf8fJ2PESNGyLJly+SFF16Q7du3m/G26dOny9ChQ539UgAAnGPjxo1y+PBhIhNIyUeHDh1k7ty58vHHH5sdA8ePHy9TpkyR/v37O/ulAAAoRus7dLKDDv//8ssvRCeQ9nbRFeT0AQCAOx07dsysrK2TH7TeEN6JjeUAAH5DZ0vq0L8O++sWH/BObCwHAPArOuuCXg/vRvIBAPB5umDle++9J05eugouwrALAMCnrVq1SsaNG2cSDy007dSpk6ebhDKQfAAAfFrr1q3lpZdekh07dpB4+AiSDwCATwsODpaRI0d6uhmoAGo+AAA+af/+/WbXWvgekg8AgM85c+aMdOnSRbp37252rYVvYdgFAOBzVq5caZZQ1x1aY2JiPN0cVBDJBwDA51x11VWybt06s6JpWdu3w/uQfAAAfFKTJk3MA76Hmg8AgM/QjUrT0tI83QxUEskHAMAnLFy4UEaMGCGXXHIJRaY+jmEXAIBPSE5Olp49e5o/a9eu7enmoBJIPgAAPqF+/fryr3/9y8xwgW9j2AUA4NVyc3ML/x4UFCRhYWEebQ8qj+QDAOC1MjIyzGZxL7zwghQUFHi6OXASkg8AgNeaNWuW7Ny5U2bOnFmsBwS+jZoPAIDXGjp0qFSpUkUaNWok0dHRnm4OnITkAwDgtbTG44477vB0M+BkDLsAALzOZ599xjCLHyP5AAB4la+++kpuueUW6dixIwmInyL5AAB43VBLYmKiWVAsPDzc082BC1DzAQDwKn369JGNGzeyW60fI/kAAHidGjVqeLoJcCGGXQAAHnfw4EHp0aMHO9YGCJIPAIDH6QqmS5YskTfffFNsNpunmwMXY9gFAOBxEyZMkH379sk111wjFgufi/0dP2EAgNsdOnRI3nnnncLj2NhY+ec//ym1a9fmpxEA6PkAALjVyZMn5ZJLLpEjR45IrVq15MYbb+QnEGDo+QAAuFVCQoL0799fWrduLc2bNyf6AYieDwCAy+3fv9+s26EPR42HFpZGREQQ/QBEzwcAwKV++OEHadOmjdx3331it9vNubCwMBKPAEbyAQBwqZiYGMnIyJBt27ZJZmYm0QbDLgAA57NarRIcHGz+ftlll8l3330nnTt3Zq8WGPR8AACcat68edKyZUszndahe/fuJB4oRPIBAHCagoICGT16tGzZskUmTpxIZFEqZrsAAJwmJCREPvnkE5k5c6aMGzeOyKJUJB8AgEr57LPPJD8/X26//XZz3KxZM3o9cF4kHwCAC/bNN9/ILbfcItHR0dKhQwdp0qQJ0USZSD4AABesd+/eppi0Xbt2Ur9+fSKJciH5AABUyI8//ihdunQxu8/qdFqdRqu1HkB5MdsFAFBuDz30kHTr1k0mT55ceI7EAxVF8gEAKLeUlBQJCgqS06dPEzVcMPrJAADndebMGVNQqnR/Fl2xVHekBS4UPR8AgD9MOgYNGmSGWfLy8sw57fUg8UBlkXwAAEp1/PhxmTt3rqxYsUJ++uknogSnYdgFAFAqnTo7e/ZsiYyMlK5duxIlOA09HwAAQ4tI77nnHlmzZk1hRK699loSDzgdyQcAwHjiiSdkxowZ0q9fP7FarUQFLkPyAQAwxowZI5dffrm88847ZvEwwFVIPgAgQGVmZso///nPwuNq1arJL7/8IldeeaVH2wX/R/IBAAHo1KlTZj+W2267TRYuXFh4XqfSAq7GbBcACEBVqlSRq6++2qzfERMT4+nmIMCQfABAAPV2hIeHm6mz6rXXXpOcnBypWrWqp5uGAMOwCwAEAF0orG3btjJ8+PDCc1FRUSQe8M/kY+LEiWYMUXdCBAB4rtdj9+7d8sMPP8jJkyf5McB/k4/ly5ebKVsXX3yxK18GAFAKu91e+PcePXrInDlzZNWqVZKQkEC84J81H7pSXv/+/eXdd9+V5557zlUvAwTsTcV6xiqSI+ZPSygjqK5izffNOC/9fak8/vTjMu/LeWYKrdKZLYBfJx9Dhw6VPn36mGz7fMlHbm6ueRSdd67y8/PNw5kc13P2dUGc3S0346SsqL5J4iVelsky3oIu5mtxtopV7pF7ZI/skadGPSVvvPWG+AJ+R/t2nCtyPZckH46uPR12KcuECRNk7Nix55z//vvvTTGUKyxYsMAl1wVxdgeLZbtEBb0uwfJ33nIoVbAEy1PylPxT/ildrugi33zzjU9Fit/Rvhnn7Ozscj83yF50UNAJ9u3bJ+3btzf/KEeth84lb9OmjUyZMqVcPR/16tWT9PR0iYuLc3pWpu3q2bOnhIaGOvXaIM7ukJ7+mWzdOkDstjwJtTWVkyfvly5d7uf97EL6e2PRokXSrVs3n4yzJcriMwuH8Tvat+Os9+/ExETJyMgo8/7t9J6PlStXytGjR82ULgfdoGjJkiUydepUk2gU3TNA55zroyQNiKv+R3fltUGcXalKlcskODhKqlS7Vpo0eUe+/36pRFSJ4P3sQsH5wSIRQpzdiN/RvhnnilzL6clH9+7dZf369cXODRw4UJo3by6jRo1isyKggnJzD0h4eB3z98jIhtKu3QqJiGgsBQUFxBKAT3J68hEbGystW7Ysdi46OtpUW5c8D+CP6Yjo/v2vys6dT0jLlnOlWrVrzfnIyCaEDYBP8515Y0AAyc8/Lhs23CA7djwidnuepKfP93STAMC39nb56aef3PEygF/IyPhNNm26XXJz90lQULg0bfqq1K79V083CwCcho3lAC9ht9tk375JsnPnU2alhsjIZElN/VRiY9t4umkA4FQkH4CXOHlykezc+bj5e40a/ycXXfSOhITEerpZAOB0JB+Al6hatYfUqTNMoqMvlqSkwT6zNgMAVBTJB+AhdrtV9u+fIjVr3ilhYTXMueRk31gGGwAqg9kugAfk5R2RdeuukR07RsrmzXeaeg8ACBT0fAAeqO3YtKmf5OcfEYslytR3BAXxOQBA4CD5ANw4zLJ79zjZs2e8HklUVAtp0eJTiY5O5WcAIKCQfABukJd3VDZt6iunTv1nzRstKG3a9DWzTwsABBqSD8ANLJYIyc3dL8HBMWYKbc2a/Yg7gIBF8gG4iM1WIEFBwWbKbEhInLRo8ZlJQqKiLiLmAAIaVW6AC+Tk7JM1a66WAwemFp6LibmYxAMA6PkAnO/48a9l8+a7pKDghJw9mya1ag2UkJAYQg0A/8WwC+AkNlu+7Nr1pOzb97I5jolpa2azkHgAQHEkH4AT5OTskY0b+0pW1u/muE6dv0mTJpPEYgknvgBQAskHUEkFBVmycmUHyc8/JsHB8dK8+QypXv1m4goAf4DkA6gk3Xm2Xr2RcuzYZ5KaOkciIxsRUwA4D5IP4AKcPbtTbLZciY5OMceafNSt+5BYLGHEEwDKwFRboIKOHv2nrFhxiWzc+BexWs+Yc7o3C4kHAJQPyQdQTlZrjmzdOlQ2bbpVrNZMCQlJMPUeAICKYdgFKIfs7G1mb5bTp1eb4/r1H5eGDceJxRJK/ACggkg+gDIcOTJHtm69V6zW0xIamijNm8+SatWuIW4AcIFIPoDzsNttcujQOybxiI+/SlJTP5Lw8DrEDAAqgeQDOA8tJE1JmS2HD8+UevVGicXC/zIAUFkUnAIlHD48S3bsGFV4HB5eWxo0eIrEAwCchI9xwH/ptNlt24bJ4cPvm+OqVXtLQkI34gMATkbyAYjImTMbZePG2yQ7e5PpEGzYcIxUqdKF2ACAC5B8IKDZ7XZTz6E9HjbbWQkLS5KUlI8kIeFqTzcNAPwWyQcC2rZtf5ODB6eZvyck9JKUlFkSFlbD080CAL9GwSkCWkJCdxEJlkaNXpCLL/6WxAMA3ICeDwTcMEtu7n6JiKhnjqtX/7N07LhVIiMbe7ppABAw6PlAwCgoyJRNm/5PVq5sK7m5BwrPk3gAgHuRfCAgZGWtkhUr2sqxY59IQcEpycj41dNNAoCAxbAL/H6Y5cCBabJjxyNit+dJeHgDSU2dI/Hxl3m6aQAQsEg+4Lfy809JWto9kp7+uTlOTLxJmjWbIaGhCZ5uGgAENJIP+K29eyeYxCMoKFSaNHlZ6tT5mwQFBXm6WQAQ8Eg+4LcaNhxtVixt0OBZiYvr4OnmAAD+i4JT+I38/BOye/dzYrfbzHFwcJS0avUliQcAeBl6PuAXMjJ+k02bbpfc3H1isYRK/fr/25UWAOBdSD7g07SXY9++l2Xnzid1X1qJjEyWhITenm4WAOA8SD7gs/LyjsmWLQPkxIlvzXGNGv8nF130joSExHq6aQCA8yD5gE/KyFgqGzfeInl5B8ViiZCmTd+QpKR7mM0CAD6A5AM+yWIJl/z8dImKai6pqZ9KTEwrTzcJAFBOJB/wGTZbvikmVbGxbaVVq68lLu4yCQmJ8XTTAAAVwFRb+ISTJxfJ778nS1bWysJzVav2IPEAAB9E8gGvZrdbZdeuMbJ2bQ/Jzd0ju3eP83STAACVxLALvFZu7iHZvLmfnDr1kzlOShosTZu+5ulmAQAqieQDXunEie9l8+Y7JD//mAQHx5gptDVr9vN0swAATkDyAa9z6tQSWbfuGh10kejo1tKixacSFXWRp5sFAHASkg94nfj4zlK1am+JiGgoTZq8KsHBEZ5uEgDAiUg+4BVOnlxops0GB0dLUJBFWracJxZLmKebBQBwAWa7wONrd+zY8ZiZzbJt298Kz5N4AID/oucDHpOTs9fsRJuZudQca2GpTq0NCgrmpwIAfozkAx6Rnj5ftmy5WwoKTkpwcLw0bz5Dqle/mZ8GAAQAkg+4lc2WJzt3jpL9+6eY49jYSyU1dY5ERjbiJwEAAYLkA26Vn39cjhz50Py9bt1HpHHjF6jvAIAAQ/IBtwoPT5KUlI/EZsuRxMTriT4ABCCnz3aZMGGCdOjQQWJjY6VGjRpy0003SVpamrNfBj7Cas2RrVuHybFjnxeeq1q1J4kHAAQwpycfixcvlqFDh8qyZctkwYIFkp+fL7169ZIzZ844+6Xg5c6e3SarV18uBw9Ok7S0wVJQkOHpJgEA/HHY5bvvvit2/P7775sekJUrV8pVV13l7JeDlwoN/VnWrr1TrNYsCQ1NlObNZ0lISLynmwUACISaj4yM/3zarVq1aqlfz83NNQ+HzMxM86f2mOjDmRzXc/Z18T9W61nZsWOEREXNEKtVJC7uSrnoog8kPLwOcXcy3s/uQZzdh1j7dpwrcr0gu91uFxex2Wxyww03yKlTp+SXX34p9TljxoyRsWPHnnP+o48+kqioKFc1DS6RKzExoyQ4eLfY7UGSm3uL5ObersuHEW8A8HPZ2dnSr18/0+kQFxfnueRjyJAh8u2335rEo27duuXu+ahXr56kp6eX2fgLycq0DqVnz54SGhrq1GvjP3bufEiOHfuHZGQMla5dHyXOLsT72T2Is/sQa9+Os96/ExMTy5V8uGzYZdiwYfLVV1/JkiVL/jDxUOHh4eZRkgbEVQmCK68daKzWbLFaz0hYWHVznJw8WerWfVx++GEVcXYT3s/E2d/wnvbNOFfkWk6f7aIdKZp4zJ07VxYtWiSNGrFypb86c2ajrFzZQTZuvFVstgJzzmIJl7CwWp5uGgDAizm950On2Wq9xrx588xaH4cPHzbn4+PjJTIy0tkvBw/QBPPw4fdl27ahYrOdlbCwJMnJ2S1RUU35eQAA3N/z8dZbb5nxnquvvlqSkpIKH5988omzXwoeUFBwWrZsuUvS0gaZxCMhoZe0b7+GxAMA4LmeDxfWr8LDTp9eJxs33iZnz+qKtcHSqNF4qV9/lAQFOT2HBQD4MfZ2QbmTyi1bBpnEIyysjtmJtkqVzkQPAFBhfGRFuQQFBUlKyt+levVbzDALiQcA4EKRfOAPZWWtlkOH3is8jo5uIS1a/EPCwhKJGgDggjHsglKHWA4efFO2b39Y7HarREWlSnx8JyIFAHAKkg8Uk59/yuxAm57+mTmuVu0GiYpqRpQAAE5D8oFCmZnLZdOmvpKTs0uCgkKlSZNJUqfOg6beAwAAZyH5gHHgwDTZvn2E2O35EhHRSFJTP5G4uA5EBwDgdCQfMOx2m0k8EhP/Is2a/T8JDa1CZAAALkHyEcBstjyxWMLM3+vUGSaRkY2latVrGWYBALgUU20DtJdj795JsmJFGykoyDTntK6jWrU+JB4AAJcj+QgweXnpsn799bJz52OSnb1ZjhyZ5ekmAQACDMMuAeTUqZ9l06b/k7y8A2KxREjTpq9LUtJgTzcLABBgSD4CZphlouza9ayIWCUyspm0aPGpxMRc7OmmAQACEMlHANi9e6zs2TPO/L1mzTslOflNCQmJ8XSzAAABipqPAFCnzlCJjGwqzZrNlJSUD0g8AAAeRc+HH9L9WI4f/1oSE28wx2FhNaRDh01isYR6umkAANDz4W9ycw/J2rW9ZMOGG+XIkdmF50k8AADegp4PP3LixALZvPkOyc8/KhZLtIgEe7pJAACcg+TDD9hsBbJ79xjZu/cFHXSR6OiLzWwWdqMFAHgjkg8fl5t7wKzdkZHxszlOSrpfmjZ9VYKDIz3dNAAASkXy4eNOn15vEo/g4Fhp1uxdqVGjr6ebBADAeZF8+Lhq1a6R5ORpkpDQS6Kimnq6OQAAlIl1PnxMTs5eWbeuj5w9u7vwXJ06D5B4AAB8BsmHD0lPn292oj1x4hvZuvWvnm4OAAAXhGEXH2Cz5cnOnY/L/v2vmuPY2A5y0UVvebpZAABcEJIPL3f27C7ZtKmvZGUtN8d1646Qxo0nisUS5ummAQBwQUg+vFhW1ipZs6abWK0ZEhKSIM2bv1+4ZDoAAL6K5MOLRUWlSmRkI7FYIiQ1dY5ERDTwdJMAAKg0kg8vk5OzR8LD60pQULAEB0dIq1bfSmhoNfZmAQD4DWa7eJEjR+bI8uWtZPfucYXnwsNrkXgAAPwKPR9ewGo9K9u3j5BDh94xx6dOLTb7tVgs/HgAAP6Hu5uHZWenycaNt8mZM+tEJEjq139SGjYcQ+IBAPBbJB8edOTIbElLu19stjMSGlpDUlI+lKpVe3qySQAAuBzJhwd3o01Lu1dstrNSpUpXSUmZLeHhSZ5qDgAAbkPy4SHh4XUkOXmq5ObukwYNnjazWwAACAQkH25it9vl8OH3JSqqucTHdzLnkpIGuevlAQDwGiQfblBQcFq2bRsiR458KOHh9aR9+3USGlrFHS8NAIDXIflwsdOn15nZLGfPppllVWrX/quEhMS5+mUBAPBaJB8uHGY5dOhd2b59uNhsORIWVkdSUz+WKlWudNVLAgDgE0g+XMBqzZG0tIFy9Ogcc1y16p+kefMPJCws0RUvBwCATyH5cAGLJdz0dogES+PGE6RevUckKIiV7AEAIPlw8jCL3Z5nEo+goCBp1myG1KuXJvHxl/FOAwCgCD6OO0F+/inZuPFW2bLlbpOEqNDQBBIPAABKwbBLJWVmLpdNm/pKTs4uCQoKlQYNNkl0dIvKXhYAAL9F8nGBtIdj//7XZOfOx8Ruz5eIiEaSmvoJiQcAAGUg+bgA+fknZMuWQXL8+DxznJj4F2nW7P+xcBgAAOVA8nEBPR7r1/eRzMxlEhQUJk2bTpbatR8wRaYAAKBsFJxWkCYZjRq9IJGRzaRt26VSp85QEg8AACqA5KMc8vLS5eTJRYXHCQldpUOHDRIb27YisQYAACQfZTt16mdZsaKNbNhwo2Rnby08b7EwYgUAwIWg5+MP2O022bPnBVmzpqvk5R0we7PorBYAAFA5fHwvRV7eUdm8+U45efJ7c1yz5h2SnPyWhITEVDLcAACA5KOEkyd/ks2b+0le3iGxWCIlOXma1Kp1N0WlAAA4CclHCSdOfGMSj6ioVGnR4lMWDQMAwMlIPkpo1Oh5CQmpInXrPiTBwVHOjjcAAAEv4AtOT5z4Qdavv1Fstv8Uk1osuj/LkyQeAAD4WvIxbdo0adiwoUREREjHjh3l3//+t3gTm61Adu58Wtat6yXHj883+7QAAAAfTT4++eQTefjhh2X06NGyatUqad26tfTu3VuOHj0q3iA3d7+sXdtN9u59XifVSlLS/WalUgAA4KPJx+TJk+Xee++VgQMHSmpqqrz99tsSFRUlM2bMEE8LCVkpa9Z0kIyMnyU4OFZSUj6WZs3eluDgSE83DQCAgOD0gtO8vDxZuXKlPPHEE4XnLBaL9OjRQ5YuXXrO83Nzc83DITMz0/yZn59vHs60f/9UiY4eLwUFItHRbaRZs9kSGZns9NcJdI54Elfi7A94PxNrf5Pvot/RFbme05OP9PR0sVqtUrNmzWLn9XjLli3nPH/ChAkyduzYc85///33prfEmSyWCImJiZS8vK6SkXG3HDy4TUT0AVdYsGABgXUD4uwexNl9iLVvxjk7O9t3ptpqD4nWhxTt+ahXr5706tVL4uLinJ6V/fBDuPTocbuEhoY69dooHmd9U/fs2ZM4uxBxdg/i7D7E2rfj7Bi58EjykZiYKMHBwXLkyJFi5/W4Vq1a5zw/PDzcPErSgLgiQbDbq7ns2iiOOLsHcSbO/ob3tG/GuSLXcnrBaVhYmLRr104WLlxYeM5ms5njTp06OfvlAACAj3HJsIsOowwYMEDat28vl156qUyZMkXOnDljZr8AAIDA5pLko2/fvnLs2DF59tln5fDhw9KmTRv57rvvzilCBQAAgcdlBafDhg0zDwAAgKICfm8XAADgXiQfAADArUg+AACAW5F8AAAAtyL5AAAAbkXyAQAA3IrkAwAAuBXJBwAAIPkAAAD+y2UrnF4ou91e4a15K7KNcHZ2trk2u9q6DnF2D+JMnP0N72nfjrPjvu24j/tU8pGVlWX+rFevnqebAgAALuA+Hh8ff97nBNnLk6K4kc1mk4MHD0psbKwEBQU59dqalWlSs2/fPomLi3PqtUGc3Y33M3H2N7ynfTvOmk5o4lG7dm2xWCy+1fOhDa5bt65LX0ODTfLhesTZPYgzcfY3vKd9N85l9Xg4MNsFAAC4FckHAABwq4BKPsLDw2X06NHmTxBnX8f7mTj7G97TgRNnrys4BQAA/i2gej4AAIDnkXwAAAC3IvkAAABuRfIBAADcKmCSj2nTpknDhg0lIiJCOnbsKP/+97893SS/M2HCBOnQoYNZnbZGjRpy0003SVpamqeb5fcmTpxoVgN+6KGHPN0Uv3PgwAG54447pFq1ahIZGSmtWrWSFStWeLpZfsVqtcozzzwjjRo1MjFu0qSJjB8/vlz7g+D8lixZItdff71ZcVR/R3zxxRfFvq4xfvbZZyUpKcnEvkePHrJt2zZxh4BIPj755BN5+OGHzdSiVatWSevWraV3795y9OhRTzfNryxevFiGDh0qy5YtkwULFpjNi3r16iVnzpzxdNP81vLly+Wdd96Riy++2NNN8TsnT56UK664wmy89e2338qmTZvklVdekYSEBE83za+8+OKL8tZbb8nUqVNl8+bN5vill16SN954w9NN83lnzpwx9zv98F0ajfPrr78ub7/9tvz+++8SHR1t7o05OTmub5w9AFx66aX2oUOHFh5brVZ77dq17RMmTPBou/zd0aNH9aOLffHixZ5uil/KysqyJycn2xcsWGDv0qWLffjw4Z5ukl8ZNWqUvXPnzp5uht/r06ePfdCgQcXO3Xzzzfb+/ft7rE3+SETsc+fOLTy22Wz2WrVq2SdNmlR47tSpU/bw8HD7xx9/7PL2+H3PR15enqxcudJ0JxXdP0aPly5d6tG2+buMjAzzZ9WqVT3dFL+kvUx9+vQp9t6G88yfP1/at28vt956qxlGvOSSS+Tdd98lxE52+eWXy8KFC2Xr1q3meO3atfLLL7/In/70J2LtQrt27ZLDhw8X+/2h+7JoWYI77o1et7Gcs6Wnp5sxxZo1axY7r8dbtmzxWLv8ne5OrDUI2m3dsmVLTzfH78yZM8cMIeqwC1xj586dZjhAh2yffPJJE+sHH3xQwsLCZMCAAYTdSR5//HGzy2rz5s0lODjY/L5+/vnnpX///sTYhTTxUKXdGx1fcyW/Tz7guU/lGzZsMJ9g4Fy6Dfbw4cNNXY0WUMN1CbT2fLzwwgvmWHs+9D2t4+MkH87z6aefyuzZs+Wjjz6SFi1ayJo1a8wHFy2SJM7+y++HXRITE002feTIkWLn9bhWrVoea5c/GzZsmHz11Vfy448/St26dT3dHL+jw4haLN22bVsJCQkxDy321cIx/bt+ckTl6QyA1NTUYudSUlJk7969hNeJHn30UdP7cfvtt5vZRHfeeaeMGDHCzJ6D6zjuf566N/p98qFdpO3atTNjikU/0ehxp06dPNo2f6M1TZp4zJ07VxYtWmSmzsH5unfvLuvXrzefEB0P/YSu3dT6d022UXk6ZFhyqrjWJTRo0IDwOlF2drapwytK38P6exquo7+fNckoem/U4S+d9eKOe2NADLvomK123+kv6EsvvVSmTJlipiANHDjQ003zu6EW7TqdN2+eWevDMW6oRUw6hxzOobEtWUejU+R0LQrqa5xHP31rMaQOu9x2221mbaDp06ebB5xH16HQGo/69eubYZfVq1fL5MmTZdCgQYS5kk6fPi3bt28vVmSqH1B0EoDGW4e3nnvuOUlOTjbJiK63osNdukaTy9kDxBtvvGGvX7++PSwszEy9XbZsmaeb5Hf07VTaY+bMmZ5umt9jqq1rfPnll/aWLVua6YfNmze3T58+3UWvFLgyMzPNNHH9/RwREWFv3Lix/amnnrLn5uZ6umk+78cffyz1d/KAAQMKp9s+88wz9po1a5r3ePfu3e1paWluaVuQ/sf1KQ4AAECA1HwAAADvQvIBAADciuQDAAC4FckHAABwK5IPAADgViQfAADArUg+AACAW5F8AAAAtyL5AAAAbkXyAQAA3IrkAwAAuBXJBwAAEHf6/7PhobWTezlqAAAAAElFTkSuQmCC", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(x1, y1, 'y--')\n", | |
| "plt.plot(x2, y2, 'm-')\n", | |
| "plt.plot(x3, y3, 'k:')\n", | |
| "\n", | |
| "labels = [\n", | |
| " 'linier',\n", | |
| " 'constant',\n", | |
| " 'quadratic'\n", | |
| "]\n", | |
| "plt.legend(labels)\n", | |
| "\n", | |
| "plt.grid()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 36, | |
| "id": "bbd36ec5-5112-4bd6-95e0-c805b9973f7f", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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bymWXXSZ//vOfXVybAABfFrjhIyVFJC2t5Gd91mU3evjhh2XTpk3yzjvvSEpKirmMsWvXrlrtQ4OBhpF9+/bJ888/L8uWLZM//vGPpa+/8cYbpo/HrFmzZOfOnSbkvPjii+ftZ926dZKRkSGpqamyZs0as05DzPTp02Xv3r0mBGngcAaM+Ph4efPNN83P+nvHjx83x6+MBqxVq1bJ3Llz5f/+7//k5ZdfNoELAIDA7vOhrRzJySIhISJFRSXPupyUpE0QLj/cmTNnzLf/v//97zJ48GCz7i9/+YvExcXVaj9PPPFE6c9t2rSRhx56yJzoH3nkEbNuwYIFprVDH2rGjBny4Ycfntf60bhxY/nTn/4kYWFhpevuvPPO0p+1VWXhwoWSmJhoyq7hQS+vqJiYmHJ9Pso6ePCgCUAffPCB9OrVy9xSWVs+AAAoKzigWz00eCh9dmPrx5EjR0zfit69e5eu05O585JHTb3++uvSr18/c1lEA4GGkczMzNLX9+/fX+4Yqk+fPuft58orrywXPFR6erqMGDFCEhISTAvLtddea9aX3X919uzZIyEhIaW/CwBAZQIvfDgcEjR1aklrR1nO1g839/2oivajcFQ4dtn+HNu2bZORI0fK9ddfby6V7N69W6ZMmVKnDqPa8lGxP8qwYcNMS8Wrr74qaWlpsnr1avNabfavfTwAAKhOwIWP0PXrJWjnzh9bPZzc2PrRrl07Mxx1x44dpet0yKpepnC6+OKLTV8Kp0OHDklubm7p8tatW6V169YmcGjH0Pbt28vnn39e7jgdO3Ysdwy1ffv2ast34MAB+eabb0xn1auvvlouv/zy0s6mTs6WkqKK9VahRaW4uNj0bQEAoCqBFT4cDomYOVMcwVX8s3W9G1o/9BKJ9sPQTqfr16+XTz75xHTmDC5TjkGDBsnixYtNi4Z2Fv39739fbv4MDRt6CUT7eOhlHO2T4WydcJo4caK88sorsnz5chNsnnzySdPpszp6qUXDxaJFi+TTTz+Vd99913Q+LUuDj7bOaKvLqVOnTF+QirQfyqhRo+Suu+6Sf/3rX3L06FHTsVb7gQAAEJjhIz9fgr/4QoKKiyt/XdcfO2a2c7X58+ebVgXtVzFkyBDp37+/9OjRo/R1HXqro0p0Gx3mqp1JdUit0y9+8QuZNGmSjB8/3sxYqi0hOtS2rFtuucWs0w6oum9tGbn33nurLZu2uugomn/84x/SqVMn0wLyzDPPlNvmkksukWnTpplhtDqUV8tRmZdeekl+/etfm/LrvsaOHWsu6wAA4BTkqNjRwMNycnKkSZMmkp2dbfoglKWjNvTbdNu2bSUiIqLW+9ZLAqf37ZPIc+fKtTqUExMjUstRKHWlc2RokNBRKv5E61nfR33/qqxnF72ngUz7BL333numHxCzzFLP/oDPtG/X84XO3xLoQ20dGiy0Uqo5KQIAAPfgDAwAAKwKuJYPb6KdMQEACDS0fAAAAKsIHwAAwCqfDB9eNkAH9cB7CQCBx6fCh3NIUNmZP+HbnO8lQ0UBIHD4VIdTvWmZ3lHVOfW3TsKls27WZv4JvVeJzi1R3fwTqLua1LO2eGjw0PdS31N9bwEAgcGnwofSO7qqivceqQk94X3//ffmBmi1CS1wXz1r8HC+pwCAwOBz4UNPZi1btpSYmJhyd32tCd1+8+bNcs0119DM70Y1rWd9jRYPAAg8Phc+nPSkVdsTl25fWFhopvGmj4H7UM8AgAuh4wMAALCK8AEAAKwifAAAAN8OH0VFRZKcnGxuka6jHdq1ayfTp09nMikAAOCeDqdz586Vl156Sf7yl7/IFVdcITt37pQxY8ZIkyZNZMKECa4+HAAACPTwsXXrVvnlL38pw4cPN8tt2rSRlStXyn/+8x9XHwoAAPggl4ePvn37ytKlS+XgwYPy05/+VPbu3StbtmyR5557rtLt8/LyzMMpJyendK6I2s7jUR3n/ly9X1DPnsDnmXr2N3ymfbuea7O/IIeL7+ylU2s//vjjMm/ePDPfg/YBmTlzpkyePLnS7Z966imZNm3aeetfe+01M306AADwfnrLjNtuu02ys7MlKirKbvhYtWqVPPzwwzJ//nzT52PPnj3ywAMPmJaPUaNG1ajlIz4+XrKysqotfF1SWWpqqgwdOpRJxtyIeraDeqae/Q2fad+uZz1/R0dH1yh8uPyyiwaPxx57TG699VazfOWVV8rnn38us2fPrjR8hIeHm0dFWiHumoXUnfsG9Wwbn2fq2d/wmfbNeq7NvoLd0exS8U6mevlFL8cAAAC4vOVjxIgRpo9HQkKCueyye/duc8nlzjvvpLYBAIDrw8eiRYvMJGP33Xefue19q1at5J577pGpU6dS3QAAwPXhIzIyUhYsWGAeAAAAFXFvFwAAYBXhAwAAWEX4AAAAVhE+AACAVYQPAABgFeEDAABYRfgAAABWET4AAIBVhA8AAGAV4QMAAFhF+AAAAFYRPgAAgFWEDwAAYBXhAwAAWEX4AAAAVhE+AACAVYQPAABgFeEDAABYRfgAAABWET4AAIBVhA8AAGAV4QMAAFhF+AAAoK4+/FCkU6eSZ9QY4QMAgLpwOEQef1xk//6SZ11GjRA+AACoi5QUkbS0kp/1WZdRI4QPAABqS1s5kpNFQkJKlvVZl2n9qBHCBwAAdW31KCoqWdZnWj9qjPABAEB9Wj2caP2oMcIHAAD1afVwovWjxggfAADUttUjuIrTp66n70e1CB8AANRUfr5IZqZIcXHlr+v6Y8dKtkOVQqt+CQAAlBMeXnLJ5dSpqismJqZkO1SJ8AEAQG3Ex5c8UGdcdgEAAFYRPgAAgFWEDwAAYBXhAwAAWEX4AAAAVhE+AACAVYQPAABgFeEDAABYRfgAAABWET4AAIBVhA8AAGAV4QMAAFhF+AAAAFYRPgAAgFWEDwAAYBXhAwAAWEX4AAAAVhE+AACAVYQPAABgFeEDAABYRfgAAABWET4AAIBVhA8AAOD74ePLL7+U22+/XZo3by4NGzaUK6+8Unbu3OmOQwEAAB8T6uodfvvtt9KvXz8ZOHCgrF27Vi6++GI5dOiQNG3a1NWHAgAAPsjl4WPu3LkSHx8vy5cvL13Xtm1bVx8GAAD4KJeHj3fffVeGDRsmN910k2zatEkuueQSue+++2Ts2LGVbp+Xl2ceTjk5Oea5oKDAPFzJuT9X7xfUsyfweaae/Q2fad+u59rsL8jhcDhcefCIiAjz/OCDD5oAkpaWJhMnTpQlS5bIqFGjztv+qaeekmnTpp23/rXXXpNGjRq5smgAAMBNcnNz5bbbbpPs7GyJioqyGz7CwsKkZ8+esnXr1tJ1EyZMMCFk27ZtNWr50Ms2WVlZ1Ra+LqksNTVVhg4dKg0aNHDpvkE928bnmXr2N3ymfbue9fwdHR1do/Dh8ssuLVu2lE6dOpVb17FjR3nzzTcr3T48PNw8KtIKcVdAcOe+QT3bxueZevY3fKZ9s55rsy+XD7XVkS4ZGRnl1h08eFBat27t6kMBAAAf5PLwMWnSJNm+fbvMmjVLDh8+bPpuLF26VMaNG+fqQwEAAB/k8vCRmJgoq1evlpUrV0rnzp1l+vTpsmDBAhk5cqSrDwUAAHyQy/t8qBtuuME8AAAAKuLeLgAAwCrCBwAAsIrwAQAArCJ8AAAAqwgfAADAKsIHAACwivABAACsInwAAACrCB8AAMAqwgcAALCK8AEAAKwifAAAAKsIHwAAgPABAAD8Fy0fAADAKsIHAACwivABAACsInwAAACrCB8AAMAqwgcAALCK8AEAAKwifAAAAKsIHwAArxC0bp0MHD/ePMO/ET4AAJ7ncEjwE09I1BdfmGddhv8ifAAAPC8lRYLT082P5jklxdMlghsRPgAAnqWtHMnJ4ggJKVnU5+RkWj/8GOEDAOBZ2sqRliZBRUVm0TynpdH64ccIHwAAj7d6yA+tHqVo/fBrhA8AgMdbPeSHVo9StH74NcIHAMCzrR7BVZyKdD19P/wS4QMA4Bn5+SKZmSLFxZW/ruuPHSvZDn4l1NMFAAAEqPDwkksup06ZxYLCQvloyxbp17+/NAj94fQUE1OyHfwK4QMA4Dnx8SUPVVAg2cePi3TrJtKgAe+KH+OyCwAAsIrwAQAArCJ8AAAAqwgfAADAKsIHAACwivABAACsInwAAACrCB8AAMAqwgcAALCK8AEAAKwifAAAAKsIHwAAwCrCBwAAsIrwAQAArCJ8AAAAqwgfAADAKsIHAACwivABAACsInwAAACrCB8AAMAqwgcAALCK8AEAAKwKtXs4APWxfd8xOXLilPm5qKhQ9hz8WrIb7ZaQkJL/lS9rGSO9O8Z5VSUfyz4mp3JLylyZmMYxEhflvWUuLCyUI7lHZPeJ3RIaGuq1ZfbVukZgcnv4mDNnjkyePFkmTpwoCxYscPfhAL916Gie9FmeKHLR1+Vf2Frm5zOxcvC+z6R923DxBnmFeZK4LFG+PluhzGXEXhQrn038TMJDvbzMB723zJWVe/ARkYVrRSZcJ7KunfeWG4HJrZdd0tLS5OWXX5arrrrKnYcBAkLO/8JEshNEiqv431bXZ8eXbOclwkLCJKFJggRX8adG18dHxZvtvIUvlvm8cjtEZq0T6ZRV8qzL3lpuBCa3hY8zZ87IyJEjZdmyZdK0aVN3HQYIGEFBQSLrp4sEF1e+ga5fP71kOy+hZZk+cLoUS+Vl1vX6OmV2bV0nHRHp9VXJen3WZW+sawQut112GTdunAwfPlyGDBkiM2bMqHK7vLw883DKyckxzwUFBebhSs79uXq/oJ5tKCwUkSNJIl8mirTcJRJc9OOLxSEix7ub1wsL9f8d7/lUDkwYKD1a9pA9J/ZIkePHMocEhUjX2K7mdW/7f9IXy1xa7tjuMmPpLikMEgl1iHmesV7km/7dvbbcTvyN9u16rs3+3BI+Vq1aJbt27TKXXaoze/ZsmTZt2nnrU1JSpFGjRu4onqSmprplv6Ce3enIkSYiMqCk9eOOn5d/UYOIrpcg2bLlIzl+PNurPo43NLxB0h3p5dbpSV3Xr127VryRL5ZZTTzcURK/2lW6rAEk8auS9d5c7rL4G+2b9Zybm1vjbYMcDofDlQc/duyY9OzZ0/yjnH09BgwYIF27dq20w2llLR/x8fGSlZUlUVFRLk9lWq6hQ4dKgwYNXLpvUM/utnu3SO/e+rl1iIzt/WPrh7PVY9kOEz527CiQbt286xOpf2b6ruhb2pLgbEHYOnqr114G8MUyi8MhIX37imNXuoSU+cteFCQS1L2HFG3dqtdnxFvxN9q361nP39HR0ZKdnV3t+dvlLR/p6ely8uRJ6d69e+m6oqIi2bx5syxevNgEjZCQkNLXwsPDzaMirRB3BQR37hvUs7v8MMrTBIxyrR9lWj1KttPPt/d9EmcOmik/f7WkzHoy1+WwMO/u/OhzZf7gA/0jfN5qE0TS0yV4wwaRYcPE2/E32jfruTb7cnmH08GDB8vHH38se/bsKX1oS4h2PtWfywYPAHXk7Puh9FmXvVxSuyRJbFVSZn3WZW+nZdS+H0qfvbrM2oidnCwSXMWfdV2vr7u2sRuoE5eHj8jISOncuXO5R+PGjaV58+bmZwB1Ex0tEhHhXAoSWTdL5FTHkucfWj30dd3OG+mlilmDZ0nH6I7m2WsvXZShZZwxYIbEhceZZ68uc36+SGamSHEVo6F0/bFjJdsBHsYMp4CPSEgQycgQycoqWS4svFa2bHlR+q/sV3pJRoOHbuethlw6RPaN2ye+ZHDbwbK442Lz7NX08rV28j9V9QynEhNTsh0QCOFj48aNNg4D+D0NFs5woaPadFSLdi71xj4e8ID4+JIH4OW4sRwAALCK8AEAAKwifAAAAKsIHwAAwCrCBwAAsIrwAQAArCJ8AAAAqwgfAADAKsIHAACwivABAACsInwAAACrCB8AAMAqwgcAALCK8AEAAKwifAAAAKsIHwAAwCrCBwAAsIrwAQAArCJ8AAAAqwgfAADAKsIHAACwivABAACsCrV7OMB7ZGaKZGVV/Xp0tEhCgs0SAUBgIHwgYINHhw4i585VvU1EhEhGBgEEAFyNyy4ISNricaHgofT1C7WMAADqhvABAACsInwAAACrCB8AAMAqwgcAALCK8AEAAKwifAAAAKsIHwhIOoGYzuNxIfq6bgcAcC0mGUNA0plLdQIxZjgFAPsIHwjoAML06QBgH5ddAACAVYQPAABgFeEDAABYRfgAAABWET4AAIBVhA8AAGAV4QMAAFhF+AAAAFYRPgAAgFWEDwAAYBXhAwAAWEX4AAAAVhE+AACAVYQPAABgFeEDAABYRfgAAABWET4AAIBVhA8AAGAV4QMAAFhF+AAAAFYRPgAAgFWhdg8Hf5WZKZKVVfJzYaHIkSNNZPdukdAfPmHR0SIJCR4tIgDAX8PH7Nmz5a233pIDBw5Iw4YNpW/fvjJ37lzp0KGDqw8FLwoe+vaeO+dc00BEBpTbJiJCJCODAAIAcMNll02bNsm4ceNk+/btkpqaKgUFBZKUlCRnz56lvv2Utnj8GDwqp687W0YAAIHN5S0f77//frnlFStWSExMjKSnp8s111zj6sMBAAAf4/Y+H9nZ2ea5WbNmlb6el5dnHk45OTnmWVtM9OFKzv25er+BTvt4lFxqqW47fU9tlCgw8Hmmnv0Nn2nfrufa7C/I4XA4xE2Ki4vlF7/4hXz33XeyZcuWSrd56qmnZNq0aeetf+2116RRo0buKhpcSDuX/uEP5ft4VObZZzdKu3YlYRQA4F9yc3PltttuM40OUVFRngsf9957r6xdu9YEj7i4uBq3fMTHx0tWVla1ha9LKtN+KEOHDpUGDar/po6a0VEtvXtXX587dhRIt27UqqvwebaDeraHuvbtetbzd3R0dI3Ch9suu4wfP17WrFkjmzdvrjJ4qPDwcPOoSCvEXQHBnfsORM7htNVvp/Xu7tIEHj7P1LO/4TPtm/Vcm325PHxoQ8r9998vq1evlo0bN0rbtm1dfQgAAODDXB4+dJit9td45513JDIyUk6cOGHWN2nSxMz7Af+jE4jpPB4XGm6rr+t2AAC4PHy89NJL5nnAgPIdEJcvXy6jR4+mxv2QzlyqE4j9OMNpgWzZ8pH079/PXGpRzHAKAHDrZRcEZgBxTp+uo62OH882nUvp4wEAqIgbywEAAKsIHwAAwCrCBwAAsIrwAQAArCJ8AAAAqwgfAADAKsIHAACwivABAACsInwAAACrCB8AAMAqwgcAALCK8AEAAKwifAAAAKsIHwAAwCrCBwAAsIrwAQAArCJ8AAAAqwgfAADAKsIHAACwivABAACsInwAAACrCB8AAMCqULuHQ01kZopkZVX9enS0SEICdQkA8E2EDy8MHh06iJw7V/U2EREiGRkEEACAb+Kyi5fRFo8LBQ+lr1+oZQQAAG9G+AAAAFYRPgAAgFWEDwAAYBXhAwAAWEX4AAAAVhE+AACAVYQPL6MTiOk8Hheir+t2AAD4IiYZ8zI6c6lOIMYMpwAAf0X48NIAwvTpAAB/xWUXAABgFeEDAABYRfgAAABWET4AAIBVhA8AAGAV4QMAAFhF+AAAAFYRPgAAgFWEDwAAYBXhAwAAWEX4AAAAVhE+AACAVYQPAABgFeEDAABYRfgAAABWET4AAIBVhA8AAGAV4QMAAFhF+AAAAFYRPgAAgFWEDwAAYFWo+LnMTJGsrJKfCwtFjhxpIrt3i4T+8C+PjhZJSPBoEQEACChuCx8vvPCCzJ8/X06cOCFdunSRRYsWSa9evcR28OjQQeTcOeeaBiIyoNw2EREiGRkEEAAAfPqyy+uvvy4PPvigPPnkk7Jr1y4TPoYNGyYnT54Um7TF48fgUTl93dkyAgAAfDR8PPfcczJ27FgZM2aMdOrUSZYsWSKNGjWSV155xR2HAwAAgXzZJT8/X9LT02Xy5Mml64KDg2XIkCGybdu287bPy8szD6ecnBzzXFBQYB71oX08Si61VLedHqteh0IZzvetvu8fLox6toN6toe69u16rs3+XB4+srKypKioSFq0aFFuvS4fOHDgvO1nz54t06ZNO299SkqKaS2pD+1cWrGPR2W2bPlIjh/PrtexcL7U1FSqxQLq2Q7q2R7q2jfrOTc313dGu2gLifYPKdvyER8fL0lJSRIVFVWvfeuolpro37+fdOtWr0OhQvrVD/XQoUOlQYPqW55QN9SzHdSzPdS1b9ez88qFR8JHdHS0hISEyNdff11uvS7Hxsaet314eLh5VKQVUt9KcQ6nrX47PVa9DoVKuOI9RPWoZzuoZ3uoa9+s59rsy+UdTsPCwqRHjx6ybt260nXFxcVmuU+fPq4+HAAA8DFuueyil1FGjRolPXv2NHN7LFiwQM6ePWtGv9ikE4jpPB4XGm6rr+t2AADAh8PHLbfcIqdOnZKpU6eaSca6du0q77///nmdUN1NZy7VCcR+nOG0wHQu1T4eeqlFMcMpAAB2ua3D6fjx483D0zSAOKdP11FAOqpFO5fSFQEAAM/gxnIAAMAqwgcAALCK8AEAAKwifAAAAKsIHwAAwCrCBwAAsIrwAQAArCJ8AAAAwgcAAPBfbpvhtK4cDketb81bm9sI5+bmmn1zt1X3oZ7toJ6pZ3/DZ9q369l53naex30qfJw+fdo8x8fHe7ooAACgDufxJk2aXHCbIEdNIopFxcXF8tVXX0lkZKQEBQW5dN+ayjTUHDt2TKKioly6b1DPtvF5pp79DZ9p365njRMaPFq1aiXBwcG+1fKhBY6Li3PrMbSyCR/uRz3bQT1Tz/6Gz7Tv1nN1LR5OjHYBAABWET4AAIBVARU+wsPD5cknnzTPoJ59HZ9n6tnf8JkOnHr2ug6nAADAvwVUywcAAPA8wgcAALCK8AEAAKwifAAAAKsCJny88MIL0qZNG4mIiJDevXvLf/7zH08Xye/Mnj1bEhMTzey0MTExcuONN0pGRoani+X35syZY2YDfuCBBzxdFL/z5Zdfyu233y7NmzeXhg0bypVXXik7d+70dLH8SlFRkSQnJ0vbtm1NHbdr106mT59eo/uD4MI2b94sI0aMMDOO6t+It99+u9zrWsdTp06Vli1bmrofMmSIHDp0SGwIiPDx+uuvy4MPPmiGFu3atUu6dOkiw4YNk5MnT3q6aH5l06ZNMm7cONm+fbukpqaamxclJSXJ2bNnPV00v5WWliYvv/yyXHXVVZ4uit/59ttvpV+/fubGW2vXrpV9+/bJs88+K02bNvV00fzK3Llz5aWXXpLFixfL/v37zfK8efNk0aJFni6azzt79qw53+mX78poPS9cuFCWLFkiO3bskMaNG5tz47lz59xfOEcA6NWrl2PcuHGly0VFRY5WrVo5Zs+e7dFy+buTJ0/qVxfHpk2bPF0Uv3T69GlH+/btHampqY5rr73WMXHiRE8Xya88+uijjv79+3u6GH5v+PDhjjvvvLPcul/96leOkSNHeqxM/khEHKtXry5dLi4udsTGxjrmz59fuu67775zhIeHO1auXOn28vh9y0d+fr6kp6eb5qSy94/R5W3btnm0bP4uOzvbPDdr1szTRfFL2so0fPjwcp9tuM67774rPXv2lJtuuslcRuzWrZssW7aMKnaxvn37yrp16+TgwYNmee/evbJlyxa57rrrqGs3Onr0qJw4caLc3w+9L4t2S7BxbvS6G8u5WlZWlrmm2KJFi3LrdfnAgQMeK5e/07sTax8Ebbbu3Lmzp4vjd1atWmUuIeplF7jHp59+ai4H6CXbxx9/3NT1hAkTJCwsTEaNGkW1u8hjjz1m7rJ6+eWXS0hIiPl7PXPmTBk5ciR17EYaPFRl50bna+7k9+EDnvtW/sknn5hvMHAtvQ32xIkTTb8a7UAN9wVobfmYNWuWWdaWD/1M6/VxwofrvPHGG/Lqq6/Ka6+9JldccYXs2bPHfHHRTpLUs//y+8su0dHRJk1//fXX5dbrcmxsrMfK5c/Gjx8va9askQ0bNkhcXJyni+N39DKidpbu3r27hIaGmod29tWOY/qzfnNE/ekIgE6dOpVb17FjR8nMzKR6Xejhhx82rR+33nqrGU10xx13yKRJk8zoObiP8/znqXOj34cPbSLt0aOHuaZY9huNLvfp08ejZfM32qdJg8fq1atl/fr1ZugcXG/w4MHy8ccfm2+Izod+Q9dmav1ZwzbqTy8ZVhwqrv0SWrduTfW6UG5urumHV5Z+hvXvNNxH/z5ryCh7btTLXzrqxca5MSAuu+g1W22+0z/QvXr1kgULFpghSGPGjPF00fzuUos2nb7zzjtmrg/ndUPtxKRjyOEaWrcV+9HoEDmdi4L+Na6j3761M6Redrn55pvN3EBLly41D7iOzkOhfTwSEhLMZZfdu3fLc889J3feeSfVXE9nzpyRw4cPl+tkql9QdBCA1rde3poxY4a0b9/ehBGdb0Uvd+kcTW7nCBCLFi1yJCQkOMLCwszQ2+3bt3u6SH5HP06VPZYvX+7povk9htq6xz//+U9H586dzfDDyy+/3LF06VI3HSlw5eTkmGHi+vc5IiLCcemllzqmTJniyMvL83TRfN6GDRsq/Zs8atSo0uG2ycnJjhYtWpjP+ODBgx0ZGRlWyhak/3F/xAEAAAiQPh8AAMC7ED4AAIBVhA8AAGAV4QMAAFhF+AAAAFYRPgAAgFWEDwAAYBXhAwAAWEX4AAAAVhE+AACAVYQPAABgFeEDAACITf8PPCaarsPhju4AAAAASUVORK5CYII=", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(x1, y1, 'bs')\n", | |
| "plt.plot(x2, y2, 'gv')\n", | |
| "plt.plot(x3, y3, 'r^')\n", | |
| "\n", | |
| "labels = [\n", | |
| " 'linier',\n", | |
| " 'constant',\n", | |
| " 'quadratic'\n", | |
| "]\n", | |
| "plt.legend(labels)\n", | |
| "\n", | |
| "plt.grid()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 39, | |
| "id": "aa0b9f95-a3b6-4c93-b42b-bc6e7a97ea6b", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(x1, y1, 'cs--')\n", | |
| "plt.plot(x2, y2, 'yv:')\n", | |
| "plt.plot(x3, y3, 'k^-.')\n", | |
| "\n", | |
| "labels = [\n", | |
| " 'linier',\n", | |
| " 'constant',\n", | |
| " 'quadratic'\n", | |
| "]\n", | |
| "plt.legend(labels)\n", | |
| "\n", | |
| "plt.grid()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 40, | |
| "id": "828473f3-58ec-4c47-9546-9a651af63642", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.plot(\n", | |
| " x1, y1, 'cs--',\n", | |
| " x2, y2, 'yv:',\n", | |
| " x3, y3, 'k^-.'\n", | |
| ")\n", | |
| "\n", | |
| "labels = [\n", | |
| " 'linier',\n", | |
| " 'constant',\n", | |
| " 'quadratic'\n", | |
| "]\n", | |
| "plt.legend(labels)\n", | |
| "\n", | |
| "plt.grid()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 42, | |
| "id": "0474d9ba-83df-49e0-9bed-af2e4a6319ef", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "x: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "def linear(x, a, b):\n", | |
| " y = []\n", | |
| " for i in x:\n", | |
| " y.append(a + b * i)\n", | |
| " return y\n", | |
| "x = [*range(0, 11)]\n", | |
| "y = linear(x, 2, 1)\n", | |
| "print('x:', x)\n", | |
| "print('y:', y)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 45, | |
| "id": "0c78dda7-d750-4a58-bc80-d935dcd9268f", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "x = [*range(0, 11)]\n", | |
| "y = linear(x, 4, -1)\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 46, | |
| "id": "abf353c8-1ad4-4e19-b353-8d411e40b025", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "x: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y: [21, 12, 5, 0, -3, -4, -3, 0, 5, 12, 21]\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "def quadrat(x, a, b, c):\n", | |
| " y = []\n", | |
| " for i in x:\n", | |
| " y.append(a * i**2 + b * i + c)\n", | |
| " return y\n", | |
| "\n", | |
| "x = [*range(0, 11)]\n", | |
| "y = quadrat(x, 1, -10, 21)\n", | |
| "print('x:', x)\n", | |
| "print('y:', y)\n", | |
| " " | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 47, | |
| "id": "70f25fc4-bd83-4079-90e2-81d89e8482b5", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "x = [*range(0, 11)]\n", | |
| "y = quadrat(x, 1, -13, 40)\n", | |
| "\n", | |
| "plt.plot(x, y)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 48, | |
| "id": "544cd7ac-a35a-4509-88ce-454fb4274e15", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "x: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", | |
| "y: [0, 1, 4, 9, 16, 25, 36, 49, 64, 81, 100]\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "def poly(x, c):\n", | |
| " y = []\n", | |
| " for xx in x:\n", | |
| " yy = 0\n", | |
| " for n, cc in enumerate (c):\n", | |
| " yy += cc * xx**n\n", | |
| " y.append(yy)\n", | |
| " return y\n", | |
| "\n", | |
| "x = [*range(0, 11)]\n", | |
| "y = poly(x, [0, 0, 1])\n", | |
| "print('x:', x)\n", | |
| "print('y:', y)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 50, | |
| "id": "4dfe5095-79d2-45bd-a07e-bac4fb256391", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "x = [*range(0, 11)]\n", | |
| "y1 = quadrat(x, -1, 13, -40)\n", | |
| "y2 = poly(x, [-40, 13, -1])\n", | |
| "\n", | |
| "plt.plot(x, y1)\n", | |
| "plt.plot(x, y2, 'o')\n", | |
| "plt.legend(['quadrat', 'poly'])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "d09f7ba3-24e2-482a-a901-f07d3cdfdbf2", | |
| "metadata": {}, | |
| "source": [ | |
| "1. What would be the purpose of previous code?\n", | |
| "Tujuan kode tersebut adalah menguji apakah dua fungsi quadrat dan poly menghasilkan nilai yang sama untuk suatu persamaan kuadrat.\n", | |
| "Kedua fungsi dihitung dengan cara berbeda:\n", | |
| "- quadrat(x, a, b, c) kemungkinan menghitung ax² + bx + c secara langsung.\n", | |
| "- poly(x, coeff) kemungkinan menghitung polynomial menggunakan daftar koefisien.\n", | |
| "Kode ini membandingkan hasil kedua metode pada domain x = 0 … 10.\n", | |
| "\n", | |
| "2. Why we need to plot y1 and y2 against x?\n", | |
| "- plot memudahkan kita melihat apakah kedua fungsi identik, jika benar sama titik-titik (y2) akan berada tepat di atas garis (y1).\n", | |
| "- membantu memeriksa kesalahan implementasi dalam salah satu fungsi.\n", | |
| "- memberikan visualisasi sifat dari persamaan kuadrat tersebut.\n", | |
| " \n", | |
| "3. Explain in brief\n", | |
| "Kita membuat daftar nilai x dari 0 sampai 10. Kemudian hitung nilai fungsi kuadrat dengan dua cara berbeda. Plot keduanya untuk memastikan bahwa kedua fungsi memberikan hasil yang sama dan berperilaku sesuai dengan bentuk fungsi kuadrat.\n", | |
| "\n", | |
| "4. Hint is a procedure to follow when creating a function\n", | |
| "ketika membuat fungsi seperti quadrat atau poly, kita harus mengikuti langkah-langkah umum berikut:\n", | |
| "- Tentukan input (misalnya x, a, b, c).\n", | |
| "- Tuliskan rumus matematika yang mewakili fungsi.\n", | |
| "- Kembalikan output berupa daftar atau array nilai.\n", | |
| "- Bandingkan hasilnya dengan fungsi lain untuk memastikan kebenaran implementasi." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 52, | |
| "id": "01b061c6-9b2f-436d-9f46-9c1b22a8c49e", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "x = [*range(-12, 5)]\n", | |
| "y = poly(x, [1, -10, 10, 1])\n", | |
| "\n", | |
| "plt.plot(x, y, 'sc-')\n", | |
| "plt.legend(['cubic'])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 53, | |
| "id": "965e94a0-749b-40ca-b9c4-09a96b283666", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "x = [*range(-10, 11)]\n", | |
| "y = poly(x, [1, 1, 1, 1, 1, 1, 1])\n", | |
| "\n", | |
| "plt.plot(x, y, 'oy-')\n", | |
| "plt.legend(['cubic'])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 61, | |
| "id": "4fc6fae6-6661-48f8-bcf1-a805fb46ca67", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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