tests.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "a=[(1,1),(2,2)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.vlines(a,ymin=0,ymax=1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "b=[11, 14, 18, 20, 22, 25, 27, 30, 34, 38, 52, 60, 66, 73, 76, 79, 82, 97]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.vlines(b,ymin=0,ymax=1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "equity=[10000, 10000, 10035.0, 10035.0, 10045.53675, 10045.53675, 10045.53675, 10045.53675, 10101.03834054375, 10101.03834054375, 10112.402008676861, 10112.402008676861, 10100.26712626645, 10100.26712626645, 10100.26712626645, 10115.41752695585, 10115.41752695585, 10115.41752695585, 10134.88970569524, 10134.88970569524, 10126.781793930682, 10126.781793930682, 10126.781793930682, 10126.781793930682, 10138.174423448854, 10138.174423448854, 10138.174423448854, 10138.174423448854, 10138.174423448854, 10138.174423448854, 10138.174423448854, 10138.174423448854, 10138.174423448854, 10138.174423448854, 10138.174423448854, 10132.344973155372, 10132.344973155372, 10132.344973155372, 10132.344973155372, 10132.344973155372, 10132.344973155372, 10132.344973155372, 10132.344973155372, 10132.344973155372, 10132.344973155372, 10132.344973155372, 10123.73247992819, 10123.73247992819, 10123.73247992819, 10123.73247992819, 10123.73247992819, 10123.73247992819, 10118.670613688226, 10118.670613688226, 10118.670613688226, 10118.670613688226, 10087.555701551135, 10087.555701551135, 10087.555701551135, 10087.555701551135, 10087.555701551135, 10087.555701551135, 10087.555701551135, 10087.555701551135, 10101.173901748229, 10101.173901748229, 10101.173901748229, 10118.093368033657, 10118.093368033657, 10118.093368033657, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10143.894506122142, 10161.646321507857, 10161.646321507857, 10161.646321507857, 10161.646321507857, 10161.646321507857, 10161.646321507857]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7f33aec4ae50>]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYMAAAD4CAYAAAAO9oqkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAAsTAAALEwEAmpwYAAAmWElEQVR4nO3de3jc1X3n8fdXkiXbkm3JlpDlGzJgsM0dFOOQJiHcYggNpM3S0jY4lMa7hW2aUrY4TZ+lu223sGGbhKYPjQsOpskSWJoWmhKI60AJCRhMIFxsiOQblpEsWbIla2Tdv/vH78gey5I1ljQ3zef1PHrm9ztz5syZ8Xi+cy6/c8zdERGR3JaX7gqIiEj6KRiIiIiCgYiIKBiIiAgKBiIiAhSkuwJjVV5e7tXV1emuhohIVnnttdf2u3vF0PSsDQbV1dVs2bIl3dUQEckqZrZ7uHR1E4mIiIKBiIgoGIiICAoGIiKCgoGIiKBgICIiKBiIiAgJXGdgZuuB64Amdz8npM0GHgOqgV3Aje5+wMyWAt8GLgK+4u73xZVTCjwInAM48Lvu/tJIZU3MyxMRyQzdff2sf3EXh3v6xl3W6kurmVNSNAG1OiqRi84eBr4JPBKXthbY5O73mNnacH4X0Ap8EbhhmHK+ATzj7p81s0Jg+ihliYhMGj/55X7ufeZdAMzGV9anL5if+mDg7i+YWfWQ5OuBy8LxBuB54C53bwKazOxT8ZnNbBbwMeDzocweoOdEZZ3MixARyXTbmzsA+MXdVzNr2pQ01+Z4Yx0zqHT3hnDcCFSOkn8x0Ax828xeN7MHzaz4ZMsyszVmtsXMtjQ3N4+x6iIiqbe9uYOKGUUZGQhgAgaQPdo3c7S9MwuIxhEecPcLgRhRd9BJleXu69y9xt1rKiqOW2dJRCRjbW+OcXpF8egZ02SswWCfmVUBhNumUfLXA/XuvjmcP0EUHMZSlohIVnF36po6OK2iJN1VGdFYg8FTwOpwvBp48kSZ3b0R2GNmZ4WkK4CtYylLRCTbtMZ6aDvcy+kZHAwSmVr6KNEAb7mZ1QN3A/cAj5vZrcBu4MaQdy6wBZgJDJjZl4Dl7t4O/AHw3TCTaAdwS3iKYcsSEZkstjfHADK6myiR2UQ3jXDXFcPkbQQWjFDOG0DNMOktw5UlIjJZDM4kyuSWga5AFhFJsu1NHRQV5DG/dFq6qzIiBQMRkSTb3hwNHufljfNqsyRSMBARSbId+zN7WikoGIiIJFVXbz97WjszerwAFAxERJJqd0snAw6nn6JgICKSs47OJFI3kYhIztreFAWD08rVMhARyVnbmzuYXzqNaYX56a7KCSkYiIgk0fbmGKdleBcRKBiIiCSNu7O9uSPjZxKBgoGISNI0tnfR2dOf8TOJQMFARCRptjdl/gJ1gxQMRESSZMf+aCbRGVnQTTTqqqUiIul0x+NvULuvI93VGJPG9i5mFBVQMWNiN69PBgUDEclYse4+vv/zvSw5pYSFs6enuzonrWJGEZcsno1Z5i5QN0jBQEQyVmN7FwC3feJ0PnPhsFulyAQZdczAzNabWZOZvR2XNtvMNppZbbgtC+lLzewlM+s2szuHKSvfzF43sx/EpS02s81mVmdmj4Wd0EREaGyLgsHcmZm7D8BkkcgA8sPAqiFpa4FN7r4E2BTOAVqBLwL3jVDWHwLbhqTdC3zN3c8ADgC3JlAnEckBR4LBrKlprsnkN2owcPcXiL7k410PbAjHG4AbQt4md38V6B1ajpktAD4FPBiXZsDlwBNDyxIRGewmmjtTwSDZxjq1tNLdG8JxI1CZwGO+DvwJMBCXNgc46O594bwemD9SAWa2xsy2mNmW5ubmk6+1iGSVxrYuZk2bkvHr+kwG4x5Adnc3Mz9RHjO7Dmhy99fM7LJxPNc6YB1ATU3NCZ9Tkufft+7j65t+iWfAv8CVyyr5o6vOTHc1JEka2rrUKkiRsQaDfWZW5e4NZlYFNI2S/yPAp83sWmAqMNPMvgN8Dig1s4LQOlgA7B1jnSRF/u8r77On9TAfqi5Laz32Huzib39cy69ftIBFc7Jv2qGMbl97l8YLUmSsweApYDVwT7h98kSZ3f3LwJcBQsvgTnf/nXD+HPBZ4HuJlCXp1T/gvLqrlevOq+Kvf+28tNZlX3sXH733Of7+he38r8+cm9a6SHI0tnexvGpmuquRExKZWvoo8BJwlpnVm9mtREHgKjOrBa4M55jZXDOrB+4A/izkH+1f8i7gDjOrIxpDeGjsL0eS7d3Gdg519XHJ4jnprgqVM6fy6xcv4Ikt9TSFgUaZPHr7B9jf0a2WQYqM2jJw95tGuOuKYfI2EnX1nKi854Hn4853ACtGq4eM3d9s/CX/8cujA+7zZk3lb2+6kIL8k58/8MrOaGLZisWzJ6x+4/FfPn4aj736Pg++uJM/vXZZuqsjE6jpUDfumlaaKlqoLgf840u7aOnopnTaFAryjB++3cjPtreMqaxXdrayoGwa80oz4yKgU+cUc9158/juy7s52NmT7urIBGpsOwwoGKSKgsEk19bZy4HOXm7+8Kls+N0VfPf3LqGkqIAfvPnBSZfl7ryyszVjWgWDfv+y04n19LPhZ7vTXRWZQI1t3YCuMUgVrU00ye1qidZTP3VOtJ761Cn5XL28kmfebuQvbziXwoLEfw9sb+6gJdbDJRkWDJZVzeSKpafw4Is72NbQnu7qcMYpJdz5ybPSXY2s1xBaBlVqGaSEgsEkNxgMFpcf3VzjuvOr+P7re/lJbTNXLEvkesHI5iPjBekfPB7qjqvP5K5/epOd+2NprUdHdx/PvNPIr100n9OyYA37TLavvYuigjxmTZuS7qrkBAWDSW53SycAi+KW//2VMyqYNW0KP3iz4aSCwSs7W6mYUUR1Bs7pP3veLH7wBx9NdzX44OBhLr3nxzz7zj5+/zIFg/FobO+matbUrFj+eTLQmMEkt2t/jKpZU5k65ejl/IUFeaw6ey4bt+6jq7c/oXLcnc07ovEC/ecc2bzSaZy/sJRn3m4YPbOcUGPbYSo1XpAyCgaT3K6WGNVzjt9/9brzq+jo7uP59xJb46n+wGEa27tYmWHjBZlo1dlz+UV9G3sPHk53VbJaY3uXxgtSSMFgktvd0kl1+fHdOh8+bQ5zigv51wRnFWXyeEGmWXXOXAB+9E5jmmuSvdydfW3dVCoYpIyCwSTW3tVLS6znyEyieAX5eVxz7lx+vK2Jzp6+YR59rFd2tlA6fQpLTlE/+GgWlxezdO4MnnlbwWCsWmM99PQPaFppCmkAeRLbvT8aPB6umwjguvPm8Z2X3+eyrz4/6hTTpkPdfPzMCvLyNF6QiE+ePZe//XEt+zu6KS/J/M3QM01D2NRG3USpo2AwiQ1OKx2umwhgRfVsfv+y09mXwLo+hvFblyya0PpNZqvOmcs3NtWyces+blqh9+1kDX4mNYCcOgoGk9iuMOf+1NnDtwzy8oy7Vi1NZZVyxtK5Mzh1znSeebtRwWAMBnc4q5qVGcue5AIFg0lsV0snc2dO1S5RaWBmrDpnLutf3MnWD9rH9W9QXJTPKTNy6xdyY1sXeQblJYXprkrOUDCYxHa3xDg1Ay8QyxXXnFPFt/5jB9fe/5NxlZOfZ6z73MUndYFgtmts6+KUGVPHtLKujI2CwSS2qyXGFUtz5wsk01ywsJRv3/Ih2jp7x1XO/T+u5a/+bRsfO7OCKTny5djY3qVppSk2ajAws/XA4B7G54S02cBjQDWwC7jR3Q+Y2VLg28BFwFfc/b6QfyHwCFAJOLDO3b9xorIm7BXmqENdvezv6KG6fPjxAkmNT5x1yrjLmF6Yz5p/fI3HXt3D76w8dQJqlfka27o4XWs7pVQiPzMeBlYNSVsLbHL3JcCmcA7QCnwRuG9I/j7gj919ObASuN3Mlo9SlozD4JpEmbiOkJycq5ZX8qHqMr7+77XEuke/JmQyaGzT3sepNmowcPcXiL7k410PbAjHG4AbQt4md38VOKZd7O4N7v7zcHwI2AbMP1FZMj5Dl66W7GVmfPnaZezv6OYffrIj3dVJulh3H4e6+xQMUmysHZCV7j64ElcjUfdPQsysGrgQ2HyyZZnZGjPbYmZbmpsTW1MnVx1pGYxwjYFkl4sWlXHtuXNZ98IOmg5N7v2eB6eV6urj1Br3ALK7u5l5InnNrAT4J+BL7n7cLiSjleXu64B1ADU1NQk9Z67atT/GKTOKmF6oOQKTxX/75FJ+9M4+fuXe5yhI4Erw6y+Yx1//2nkpqNnYvNd4iAPDbFW69YPoq0Etg9Qa6zfFPjOrcvcGM6sCmkZ7gJlNIQoE33X374+nLBndSKuVSvZaXF7Mtz53MS/vGH3/6uffa+alMe5znQofHDzMqm+8gJ/gJ138HhySfGMNBk8Bq4F7wu2TJ8ps0QL4DwHb3P1vxlOWJGZXSyefOKsi3dWQCXbFssqErjfoG3iH/7elPgU1GpttDe24w1/ecA6nVRz/o6VseiHzSnX1cSolMrX0UeAyoNzM6oG7ib64HzezW4HdwI0h71xgCzATGDCzLwHLgfOAzwFvmdkboeg/dfenRypLxq6ju4/mQ90aPM5h5SVFdHT30dXbf8zGRpmitqkDgE9fMI+ZU7WtZSYYNRi4+00j3HXFMHkbgQXD5H0RGLaT091bhitLTszd+dT9L1IX/lMdcx9R21vdRLlrcBmH5kPdLMzA7pbafR1UzixSIMggGl3MUvUHDrO1oZ0rl53CksoZx90/bUo+n1iqbqJcNbhsdkusJyODQV3TIZaccvznVtJHwSBLbW2IZlzc/okzuHBRWZprI5lmMBjsP9Sd5pocz92pbergxpqF6a6KxFEwSJNd+2PsDBeGAcybNY2z5ib+S+ndhkOYcVKPkdxRPiMEg47MCwYftHXR2dPPkkotN5FJFAzSwN35T996iea4X21FBXm88d+vTnip420N7VTPKdZ1BDKsOcXRmEEmBoPafYcA1E2UYXJjCcQMU9fUQfOhbr505RL++bZL+fNfXU533wC/qD+YcBnbGttZVqX/TDK8qVPymVFUwP6O4y/qSrfBSQ9naD/tjKJgkAYv74yWevrMhfO5cFEZN1wYLdP02u7EFmvt6O5jd0sny+bOTFodJfuVzyjKyJZBXVMHc4oLmV2sjWsyiYJBGryys5W5M6ceucKydHohZ5xSknAweK8xamYvrVIwkJGVlxRmZDCobepQqyADKRikmLvzys4WViyeTXRhduTiRWX8/P0DDAyMvuTStjCTSN1EciLlJUUZ103k7tTuO6TB4wykYJBi77d2sq+9mxWLZx+TfvGpZRzs7GXH/tgIjzxqW0M7M6YWMF+X68sJzCkppCXDWgbNh7pp7+rT4HEGUjBIsc07ovGClacNCQbV0bUCr+0eunXE8bY1tLNs7sxjWhYiQ5WXFHGgs5fe/oF0V+WIwWUolqibKOMoGKTY5p2tzC4uPG5Lv9PKiymbPmXUcYOBAee9xkPqIpJRDV541hrLnK6iwWmlGjPIPAoGKfbKrhZWVM8+7le9mXHxqWVsGSUY7DnQSaynn2UaPJZRDAaD5gy6Crm2qYOZUwuoCBfFSeZQMEihDw4eZk/rYS4Z0kU06KJTy9jRHDvhL7mjg8cKBnJig4vVtWRQy6CuqYMllTPUxZmBFAxS6JVwfcHQweNBF4c1hl5/f+TWwdaGQ+QZnDnM4nQi8TJxfaK6pg6NF2QoBYMU2ryzlRlTC1g6wsVi5y8spSDPTthV9G5DO9XlxQkvWyG5K9PWJ2rp6KYl1qPxggw1ajAws/Vm1mRmb8elzTazjWZWG27LQvpSM3vJzLrN7M4h5awys/fMrM7M1salLzazzSH9MTObtJclbt4ZjRfkj7B/7dQp+Zw9f9YJB5GjZSjURSSjKy7MZ+qUvIwJBlqGIrMlssrZw8A3gUfi0tYCm9z9nvDFvha4C2gFvgjcEF+AmeUDfwdcBdQDr5rZU+6+FbgX+Jq7f8/M/h64FXhgPC8qU9Qf6OTF2v0A9PQPsKM5xm+MsmzvxYvK+O7m3fT2DzAl/9hYfairlz2th/nNDy1KWp1l8jAzykuKaEnhhWex7j4eeH47h3v7j7tvMBgMt/+GpF8iO529YGbVQ5KvJ9oKE2AD8Dxwl7s3AU1m9qkh+VcAde6+A8DMvgdcb2bbgMuB34or68+ZJMHgvmff41/e+ODIuRl87MwTbzhTU13G+p/u5L5n3zvS5zuosb0LgKVatloSNKekiOYUtgz+fds+vvlcHdML88kbZpD4/AWzmDdrasrqI4kb6/rHle7eEI4bgdF26J4P7Ik7rwcuAeYAB929Ly59/hjrlHEOdPayrGom6z9fA0S7j5VOP3Ev2IrFsykuzOdbL+wY9v7iwnzOX1g60VWVSaqipJC9B7tS9nxv1bdRVJDHL+6++riWrWS2cS+G7+5uZqMvqDMBzGwNsAZg0aLM7yqJdfdROm0KVbMSXzaivKSI1//71fSMcNVoYX4ehQX6TyaJKS8p4hf1bSl7vjf3trF83kwFgiw01n+xfWZWBRBum0bJvxeI7yxfENJagFIzKxiSPix3X+fuNe5eU1GR+fv7xnr6KS46+XhbWJBHSVHBsH8KBHIyykuKaI31JLQA4nj1Dzjv7G3jvPmzkv5cMvHG+s3yFLA6HK8Gnhwl/6vAkjBzqBD4TeApd3fgOeCzJ1FW1oh191FcpCmgkj5zSgrpH3AOHu5N+nPt3N9BrKefcxeUJv25ZOIlMrX0UeAl4CwzqzezW4F7gKvMrBa4MpxjZnPNrB64A/izkH9mGBP4r8CzwDbgcXd/JzzFXcAdZlZHNIbw0MS+xPSJgoG2pZT0OXLhWQoGkd8M3VHnLVDLIBslMpvophHuumKYvI1EXT3DlfM08PQw6TuIZhtNOh3dfZQoGEgaxV+FnOyr1t+sb2PalPzjFmGU7KAO6CTp6x+gu2+AYm1YL2lUMSOavbY/BesTvbW3jXPmzxzxokrJbAoGSRLriS660ZiBpNOc4tSsT9TXP8A7H7RxnsYLspaCQZLEuqNLJzRmIOk0a9oUCvIs6WMGdc0ddPUOaLwgiykYJImCgWSCvDxjTklh0oPB4ODxuZpWmrUUDJJksJuoRN1EkmapWJ/orfo2ZhQVUD2nOKnPI8mjYJAkgy2D6RpAljQrLylKfstgbxvnzJ9FngaPs5aCQZJ0hGCgqaWSblE3UfJaBj19A2xraNd4QZZTMEgSjRlIpqgIK5dGF/xPvF/uO0RP3wDnKhhkNQWDJNHUUskU5SVF9PQNHGmtTrS39oYrj+eXJqV8SQ39bE2SmLqJJEOUhwvPLvvq80np04919zFr2hQWzk58dV7JPPqmSpJYdx9m0R4GIul02ZmncMtHqunqHX5Z9ImwYnEZNsxmNpI9FAySpKO7j+LCAv0HkbQrKy7k7l89O93VkAynMYMk6ezu13iBiGQNBYMk6ejR8tUikj0UDJIkFrqJRESygYJBkmiXMxHJJgkFAzNbb2ZNZvZ2XNpsM9toZrXhtiykm5ndb2Z1ZvammV0U95j/bWbvmNm2kMdC+sVm9lZ4zJH0bBbr7te0UhHJGom2DB4GVg1JWwtscvclwKZwDnANsCT8rQEeADCzS4GPAOcB5wAfAj4eHvMA8IW4xw19rqwT05iBiGSRhIKBu78AtA5Jvh7YEI43ADfEpT/ikZeBUjOrAhyYChQCRcAUYF+4b6a7v+zR9fKPxJWVtWLdfVqkTkSyxnjGDCrdvSEcNwKV4Xg+sCcuXz0w391fAp4DGsLfs+6+LeSvH5p/uCc0szVmtsXMtjQ3N4+j6skX7X+sMQMRyQ4TMoAcftGfcBUsMzsDWAYsIPqyv9zMPnqSz7PO3WvcvaaiomLM9U22/gGnq3dA3UQikjXGEwwGu3gIt00hfS+wMC7fgpD2GeBld+9w9w7gh8CHw30LhsmftWI9WpdIRLLLeILBU8DqcLwaeDIu/eYwq2gl0Ba6k94HPm5mBWY2hWjweFu4r93MVoZZRDfHlZWVtLGNiGSbhL6tzOxR4DKg3MzqgbuBe4DHzexWYDdwY8j+NHAtUAd0AreE9CeAy4G3iLqUnnH3fw333UY0Y2kaUYvhh+N5Uel2dC8DjRmISHZIKBi4+00j3HXFMHkduH2Y9H7gP49Q/hai6aaTQqx7cP9jtQxEJDvoCuQk0C5nIpJtFAySYHBHKa1NJCLZQsEgCQZnE2nMQESyhYJBEmjMQESyjYJBEmjMQESyjYJBEgwGA+1/LCLZQsEgCWI9/RQX5pOXl/UrcYtIjlAwSIJoYxt1EYlI9lAwSIJoxVIFAxHJHgoGSaCWgYhkGwWDJIj19DO9UIPHIpI9FAySIKZuIhHJMgoGSaBuIhHJNgoGSdDR3a9gICJZRcEgCTp7+ijWmIGIZJFRg4GZrTezJjN7Oy5ttpltNLPacFsW0s3M7jezOjN708wuinvMIjP7kZltM7OtZlYd0heb2ebwmMfMrDAJrzNlBgaczh61DEQkuyTSMngYWDUkbS2wyd2XAJvCOcA1wJLwtwZ4IO4xjwBfdfdlwAqO7pl8L/A1dz8DOADcevIvI3No/2MRyUajBgN3fwFoHZJ8PbAhHG8AbohLf8QjLwOlZlZlZsuBAnffGMrscPfOsOfx5URbYg4tKysNrliqloGIZJOxjhlUho3sARqBynA8H9gTl68+pJ0JHDSz75vZ62b2VTPLB+YAB929b0j+rKW9DEQkG417ADnseeyjZCsAPgrcCXwIOA34/Mk+l5mtMbMtZralubn5ZB+eEjHtciYiWWiswWCfmVUBhNvB/v+9wMK4fAtCWj3whrvvCK2AfwEuAlqIupIKhuQflruvc/cad6+pqKgYY9WTq0N7GYhIFhprMHgKWB2OVwNPxqXfHGYVrQTaQnfSq0Rf+oPf4JcDW0Or4jngs8OUlZW0y5mIZKNEppY+CrwEnGVm9WZ2K3APcJWZ1QJXhnOAp4EdQB3wD8BtAO7eT9RFtMnM3gIs3A9wF3CHmdURjSE8NEGvLS06w5jBdI0ZiEgWGfXnq7vfNMJdVwyT14HbRyhnI3DeMOk7iKaaTgqD3URqGYhINtEVyBNM+x+LSDZSMJhgHWHMYLr2PxaRLKJgMME6u/uYrv2PRSTLKBhMsFiPlq8WkeyjYDDBOrr7NXgsIllHwWCCRRvbaLxARLKLgsEEi3X3MV1LUYhIllEwmGCxHu1/LCLZR8FggsW05aWIZCEFgwnW0d1HicYMRCTLKBhMsM7uPi1fLSJZR99aCejrH+ChF3fS3tU7at5YTz/T1U0kIllG31oJeLFuP3/9w3fJzzNGu664qCCP5VUzU1IvEZGJomCQgJ9tb6EwP49f3H010wo1HiAik4/GDBLw07r9XLioVIFARCYtBYNRtMZ62NrQzkfOKE93VUREkiahYGBm682syczejkubbWYbzaw23JaFdDOz+82szszeNLOLhpQ1M+yY9s24tIvN7K3wmPvNLGOW/HxpewvuKBiIyKSWaMvgYWDVkLS1wCZ3XwJsCucA1wBLwt8a4IEhj/sL4IUhaQ8AX4h73NDnSpufbt9PSVEB5y+Yle6qiIgkTULBwN1fAFqHJF8PbAjHG4Ab4tIf8cjLQKmZVUHUAgAqgR8NFhLum+nuL4dtMx+JKyvtfla3n0sWz6YgXz1qIjJ5jecbrtLdG8JxI9GXPMB8YE9cvnpgvpnlAf8HuHNIOfNDnmPyD/eEZrbGzLaY2Zbm5uZxVD0xew8eZldLJ5eqi0hEJrkJ+bkbftH7KNluA5529/pR8p3oeda5e42711RUVIy1mIT9tG4/AB85Y07Sn0tEJJ3Gc53BPjOrcveG0NXTFNL3Agvj8i0IaR8GPmpmtwElQKGZdQDfCHmG5k+7n9Xtp7ykkLMqZ6S7KiIiSTWelsFTwOpwvBp4Mi795jCraCXQ5u4N7v7b7r7I3auJuooecfe1oaup3cxWhllEN8eVlTbuzk+3t3Dp6eVk0OQmEZGkSKhlYGaPApcB5WZWD9wN3AM8bma3AruBG0P2p4FrgTqgE7glgae4jWjG0jTgh+EvrWqbOmg+1K0uIhHJCQkFA3e/aYS7rhgmrwO3j1Lew0Rf/oPnW4BzEqlLMj34kx1s/aAdgD0HOgG49HQNHovI5Ke1iQJ3595n3mXalHxmTZ8CwKqz57Jw9vQ010xEJPkUDIJD3X309jt/8sklfOFjp6W7OiIiKaUrqYIDsR4AyooL01wTEZHUUzAIWkMwmKNgICI5SMEgONCploGI5C4Fg6ClIwoGs6crGIhI7lEwCI62DKakuSYiIqmnYBC0xnopzM+jRJvZi0gOUjAIDsR6KCueoqUnRCQnKRgELbEeyjReICI5SsEgONDZw2zNJBKRHKVgEByIKRiISO5SMAha1TIQkRymYAD09Q9wsLNXYwYikrMUDICDh3sB1DIQkZw1ajAws/Vm1mRmb8elzTazjWZWG27LQrqZ2f1mVmdmb5rZRSH9AjN7yczeCem/EVfWYjPbHB7zmJml/BtZi9SJSK5LpGXwMLBqSNpaYJO7LwE2hXOAa4Al4W8N8EBI7wRudvezQ1lfN7PScN+9wNfc/QzgAHDrmF7JOGiROhHJdaMGA3d/AWgdknw9sCEcbwBuiEt/xCMvA6VmVuXuv3T32lDeB0ATUBH2PL4ceGKYslJmMBhozEBEctVYxwwqw0b2AI1AZTieD+yJy1cf0o4wsxVAIbAdmAMcdPe+kfIPeewaM9tiZluam5vHWPXjtYZ1iTRmICK5atwDyGHPY08kr5lVAf8I3OLuA2N4rnXuXuPuNRUVFSf78BEdHTPQInUikpvGGgz2hS/2wS/4ppC+F1gYl29BSMPMZgL/BnwldCEBtBB1JRUMzZ9KrbFeSooKKCrIT/VTi4hkhLEGg6eA1eF4NfBkXPrNYVbRSqDN3RvCDKF/JhpPGBwfGGxVPAd8dpiyUuZAZ49aBSKS0xKZWvoo8BJwlpnVm9mtwD3AVWZWC1wZzgGeBnYAdcA/ALeF9BuBjwGfN7M3wt8F4b67gDvMrI5oDOGhCXllJ6El1qNNbUQkp426eL+73zTCXVcMk9eB24dJ/w7wnRHK3wGsGK0eyXQg1sOcEgUDEcldugKZaGqpZhKJSC5TMCAsX61uIhHJYTkfDLp6++ns6ddSFCKS03I+GAxefaxuIhHJZQoGWopCRETB4EBYikKziUQkl+V8MFDLQEREwUBjBiIiKBhwINaDGcyapuUoRCR35XwwaO3soWx6Ifl5lu6qiIikTc4HgwOxXsqmq1UgIrkt54NBS6xb4wUikvNyPhhELQMFAxHJbTkfDFo7tWKpiEhOBwN350CsRy0DEcl5OR0M2rv66BtwjRmISM5LKBiY2XozazKzt+PSZpvZRjOrDbdlId3M7H4zqzOzN83sorjHrA75a81sdVz6xWb2VnjM/WaWknmeB3T1sYgIkHjL4GFg1ZC0tcAmd18CbArnANcAS8LfGuABiIIHcDdwCdHOZncPBpCQ5wtxjxv6XEnRGtYlmq0xAxHJcaNuewng7i+YWfWQ5OuBy8LxBuB5ov2Mryfa+N6Bl82s1MyqQt6N7t4KYGYbgVVm9jww091fDumPADcAPxzrizqRr/zzW7yysxWAzp5+QC0DEZGEgsEIKt29IRw3ApXheD6wJy5ffUg7UXr9MOnHMbM1RK0NFi1aNKZKzyudxpLKkiPnHzuznGVVM8ZUlojIZDGeYHCEu7uZ+USUNcrzrAPWAdTU1Izp+W7/xBkTWicRkclgPLOJ9oXuH8JtU0jfCyyMy7cgpJ0ofcEw6SIikiLjCQZPAYMzglYDT8al3xxmFa0E2kJ30rPA1WZWFgaOrwaeDfe1m9nKMIvo5riyREQkBRLqJjKzR4kGgMvNrJ5oVtA9wONmdiuwG7gxZH8auBaoAzqBWwDcvdXM/gJ4NeT7n4ODycBtRDOWphENHCdl8FhERIZn0aSf7FNTU+NbtmxJdzVERLKKmb3m7jVD03P6CmQREYkoGIiIiIKBiIgoGIiICFk8gGxmzUSzmMaiHNg/gdXJdno/jtJ7cSy9H8eaDO/Hqe5eMTQxa4PBeJjZluFG03OV3o+j9F4cS+/HsSbz+6FuIhERUTAQEZHcDQbr0l2BDKP34yi9F8fS+3GsSft+5OSYgYiIHCtXWwYiIhJHwUBERHIvGJjZKjN7z8zqzGzt6I+YPMxsoZk9Z2ZbzewdM/vDkD7bzDaaWW24LRutrMnEzPLN7HUz+0E4X2xmm8Nn5DEzy4l9UcMWtU+Y2btmts3MPpzLnw0z+6Pw/+RtM3vUzKZO5s9GTgUDM8sH/g64BlgO3GRmy9Nbq5TqA/7Y3ZcDK4Hbw+tfC2xy9yXApnCeS/4Q2BZ3fi/wNXc/AzgA3JqWWqXeN4Bn3H0pcD7Re5KTnw0zmw98Eahx93OAfOA3mcSfjZwKBsAKoM7dd7h7D/A94Po01yll3L3B3X8ejg8R/WefT/QebAjZNgA3pKWCaWBmC4BPAQ+GcwMuB54IWXLi/TCzWcDHgIcA3L3H3Q+Sw58Nov1epplZATAdaGASfzZyLRjMB/bEndeHtJxjZtXAhcBmoDLsOAfQCFSmq15p8HXgT4CBcD4HOOjufeE8Vz4ji4Fm4Nuhy+xBMysmRz8b7r4XuA94nygItAGvMYk/G7kWDAQwsxLgn4AvuXt7/H0ezTXOifnGZnYd0OTur6W7LhmgALgIeMDdLwRiDOkSyrHPRhlRq2gxMA8oBlaltVJJlmvBYC+wMO58QUjLGWY2hSgQfNfdvx+S95lZVbi/CmhKV/1S7CPAp81sF1GX4eVE/ealoWsAcuczUg/Uu/vmcP4EUXDI1c/GlcBOd292917g+0Sfl0n72ci1YPAqsCTMCCgkGhB6Ks11SpnQH/4QsM3d/yburqeA1eF4NfBkquuWDu7+ZXdf4O7VRJ+FH7v7bwPPAZ8N2XLi/XD3RmCPmZ0Vkq4AtpKjnw2i7qGVZjY9/L8ZfD8m7Wcj565ANrNrifqJ84H17v5X6a1R6pjZrwA/Ad7iaB/5nxKNGzwOLCJaFvxGd29NSyXTxMwuA+509+vM7DSilsJs4HXgd9y9O43VSwkzu4BoIL0Q2AHcQvSDMSc/G2b2P4DfIJqF9zrwe0RjBJPys5FzwUBERI6Xa91EIiIyDAUDERFRMBAREQUDERFBwUBERFAwEBERFAxERAT4/8dEzCNataW9AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(equity)"
   ]
  }
 ],
 "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": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}