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| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "code", |
| 5 | + "execution_count": 1, |
| 6 | + "id": "6fbe566f", |
| 7 | + "metadata": {}, |
| 8 | + "outputs": [], |
| 9 | + "source": [ |
| 10 | + "import numpy as np\n", |
| 11 | + "import pandas as pd" |
| 12 | + ] |
| 13 | + }, |
| 14 | + { |
| 15 | + "cell_type": "markdown", |
| 16 | + "id": "a0d6b1f1", |
| 17 | + "metadata": {}, |
| 18 | + "source": [ |
| 19 | + "### Matrix Multiplication" |
| 20 | + ] |
| 21 | + }, |
| 22 | + { |
| 23 | + "cell_type": "code", |
| 24 | + "execution_count": 14, |
| 25 | + "id": "77a499e1", |
| 26 | + "metadata": {}, |
| 27 | + "outputs": [ |
| 28 | + { |
| 29 | + "name": "stdout", |
| 30 | + "output_type": "stream", |
| 31 | + "text": [ |
| 32 | + "First matrix:\n", |
| 33 | + " [[4 3 3]\n", |
| 34 | + " [2 4 2]\n", |
| 35 | + " [0 1 4]]\n", |
| 36 | + "\n", |
| 37 | + "Second matrix:\n", |
| 38 | + " [[4 8 1]\n", |
| 39 | + " [0 2 3]\n", |
| 40 | + " [6 6 2]]\n", |
| 41 | + "\n", |
| 42 | + "Product of the two matrix\n", |
| 43 | + "[[34 56 19]\n", |
| 44 | + " [20 36 18]\n", |
| 45 | + " [24 26 11]]\n" |
| 46 | + ] |
| 47 | + } |
| 48 | + ], |
| 49 | + "source": [ |
| 50 | + "def matgen3d():\n", |
| 51 | + " \"\"\"\n", |
| 52 | + " Function to generate a random integer 3x3 matrix\n", |
| 53 | + " Min value: 1, Max value: 9\n", |
| 54 | + " \"\"\"\n", |
| 55 | + " return np.random.randint(low=0, high=10, size=(3,3))\n", |
| 56 | + "\n", |
| 57 | + "mat1 = matgen3d()\n", |
| 58 | + "mat2 = matgen3d()\n", |
| 59 | + "\n", |
| 60 | + "print(\"First matrix:\\n\", mat1)\n", |
| 61 | + "print()\n", |
| 62 | + "print(\"Second matrix:\\n\", mat2)\n", |
| 63 | + "print()\n", |
| 64 | + "print(\"Product of the two matrix\")\n", |
| 65 | + "print(np.matmul(mat1, mat2))" |
| 66 | + ] |
| 67 | + }, |
| 68 | + { |
| 69 | + "cell_type": "code", |
| 70 | + "execution_count": null, |
| 71 | + "id": "2b277c10", |
| 72 | + "metadata": {}, |
| 73 | + "outputs": [], |
| 74 | + "source": [] |
| 75 | + } |
| 76 | + ], |
| 77 | + "metadata": { |
| 78 | + "kernelspec": { |
| 79 | + "display_name": "Python 3", |
| 80 | + "language": "python", |
| 81 | + "name": "python3" |
| 82 | + }, |
| 83 | + "language_info": { |
| 84 | + "codemirror_mode": { |
| 85 | + "name": "ipython", |
| 86 | + "version": 3 |
| 87 | + }, |
| 88 | + "file_extension": ".py", |
| 89 | + "mimetype": "text/x-python", |
| 90 | + "name": "python", |
| 91 | + "nbconvert_exporter": "python", |
| 92 | + "pygments_lexer": "ipython3", |
| 93 | + "version": "3.8.5" |
| 94 | + } |
| 95 | + }, |
| 96 | + "nbformat": 4, |
| 97 | + "nbformat_minor": 5 |
| 98 | +} |
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