calc.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "source": [
    "arr = np.arange(0,4)\n",
    "arr1 = np.vstack([arr.copy(), arr.copy()])\n",
    "plt.figure(dpi=1200)\n",
    "fig = plt.pcolor(arr1,cmap = 'hot')\n",
    "cb = plt.colorbar(fig)\n",
    "plt.savefig('hotcb.svg')"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 7200x4800 with 2 Axes>"
      ],
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