{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "ChEn-3170: Computational Methods in Chemical Engineering Spring 2024 UMass Lowell; Prof. V. F. de Almeida **03Feb24**\n", "\n", "# 04. Array Operations\n", "$ \n", " \\newcommand{\\Amtrx}{\\boldsymbol{\\mathsf{A}}}\n", " \\newcommand{\\Bmtrx}{\\boldsymbol{\\mathsf{B}}}\n", " \\newcommand{\\Cmtrx}{\\boldsymbol{\\mathsf{C}}}\n", " \\newcommand{\\Dmtrx}{\\boldsymbol{\\mathsf{D}}}\n", " \\newcommand{\\Mmtrx}{\\boldsymbol{\\mathsf{M}}}\n", " \\newcommand{\\Imtrx}{\\boldsymbol{\\mathsf{I}}}\n", " \\newcommand{\\Pmtrx}{\\boldsymbol{\\mathsf{P}}}\n", " \\newcommand{\\Qmtrx}{\\boldsymbol{\\mathsf{Q}}}\n", " \\newcommand{\\Lmtrx}{\\boldsymbol{\\mathsf{L}}}\n", " \\newcommand{\\Umtrx}{\\boldsymbol{\\mathsf{U}}}\n", " \\newcommand{\\xvec}{\\boldsymbol{\\mathsf{x}}}\n", " \\newcommand{\\avec}{\\boldsymbol{\\mathsf{a}}}\n", " \\newcommand{\\bvec}{\\boldsymbol{\\mathsf{b}}}\n", " \\newcommand{\\vvec}{\\boldsymbol{\\mathsf{v}}}\n", " \\newcommand{\\cvec}{\\boldsymbol{\\mathsf{c}}}\n", " \\newcommand{\\rvec}{\\boldsymbol{\\mathsf{r}}}\n", " \\newcommand{\\norm}[1]{\\bigl\\lVert{#1}\\bigr\\rVert}\n", " \\DeclareMathOperator{\\rank}{rank}\n", "$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "## Table of Contents\n", " * [Objectives](#obj)\n", " * [Formatting Output](#format)\n", " + `Numpy` `set_printoptions()` method\n", " * [Vectors](#vectors)\n", " + [Element-by-element addition/subtraction](#vecaddsub)\n", " + [Element-by-element product/division](#vecproddiv)\n", " + [Self product](#vecselfprod)\n", " + [Inner product (dot product)](#vecinnerprod)\n", " + [Vector Magnitude (or Norm)](#vecnorm)\n", " + [Scaling (element-by-element multiplication/division by scalar)](#vecscale)\n", " + [Element-by-element mathematical operations](#vecops)\n", " + [Element-by-element search](#vecsearch)\n", " + [Zip vectors](#veczip)\n", " * [Matrices](#matrices)\n", " + [Element-by-element addition/subtraction](#mataddsub)\n", " + [Element-by-element product/division](#matproddiv)\n", " + [Scaling (element-by-element multiplication/division by scalar)](#matscale)\n", " + [Element-by-element mathematical operations](#matops)\n", " + [Transposition](#mattransp)\n", " - `Numpy` `set_printoptions()` method\n", " + [Element-by-element search](#matsearch)\n", "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [Objectives](#toc)\n", "\n", " + Cover basic array operations in 1-D (vectors) and 2-D (matrices) needed throughout the course." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "'''Python packages are accessed with an import directive as such:'''\n", "\n", "import numpy as np # import the package and create the alias: np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [Formatting Output](#toc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Scientific notation" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pi = 3.14159e+00\n" ] } ], "source": [ "import math\n", "\n", "pi = math.pi\n", "\n", "print('pi = %15.5e'%pi) # formatting numeric output: scientific notation" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pi = 3.14159\n" ] } ], "source": [ "print('pi = %10.5f'%pi) # formatting numeric output: float" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pi = 3.14159e+00 and e = 2.718\n" ] } ], "source": [ "print('pi = %10.5e and e = %8.3f'%(pi, math.e)) # formatting numeric output: sci. notation and float" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* `Numpy` arrays" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[8.4138e-02 3.9647e-01 4.6171e-01 9.4997e-01 2.8638e-01 8.7224e-02 ... 4.0240e-01 4.0094e-01\n", " 8.5229e-01 8.8223e-01 7.5218e-01 4.0944e-01]\n", " [1.4907e-01 4.3748e-01 7.9740e-01 3.0196e-01 7.5468e-01 8.1755e-01 ... 8.5433e-02 9.0723e-01\n", " 7.3662e-01 2.6948e-01 8.9656e-01 4.8746e-01]\n", " [7.7662e-01 7.9629e-01 8.4358e-01 5.0597e-01 1.4333e-01 5.6789e-01 ... 2.3390e-01 2.6261e-01\n", " 4.4524e-01 4.7857e-01 8.0243e-01 9.4277e-01]\n", " [6.7695e-01 9.7351e-01 6.1864e-01 5.6811e-02 4.6991e-01 8.9605e-01 ... 8.3869e-01 5.1893e-01\n", " 7.0219e-01 6.7778e-01 6.9872e-01 3.0444e-01]\n", " [6.3906e-01 4.4086e-01 2.3749e-01 9.3303e-01 8.8561e-01 4.4480e-01 ... 6.9081e-01 5.6960e-01\n", " 7.5011e-01 5.2257e-01 1.0237e-01 4.7495e-01]\n", " [4.6809e-02 6.9367e-02 1.7840e-01 1.0421e-01 7.6502e-01 5.6952e-01 ... 6.7518e-01 7.6232e-01\n", " 2.8356e-01 4.5567e-01 6.2981e-01 9.7600e-01]\n", " [5.0889e-01 7.8494e-02 8.9570e-01 1.7171e-01 9.8414e-01 1.3523e-01 ... 8.1665e-01 9.4393e-02\n", " 3.4677e-01 6.0295e-01 8.8307e-01 4.5862e-04]\n", " [9.2530e-01 5.5120e-01 6.3884e-01 3.1400e-01 4.6168e-01 3.4693e-01 ... 5.5343e-01 1.1361e-01\n", " 7.4256e-01 1.4876e-01 1.1083e-02 8.3941e-01]\n", " [6.9449e-01 3.5907e-02 8.1853e-01 6.4938e-01 6.3062e-01 3.9009e-01 ... 7.6055e-01 4.3796e-02\n", " 9.0506e-01 9.6696e-01 6.3922e-01 6.3121e-01]\n", " [9.4677e-01 2.7162e-01 5.5534e-01 4.7331e-01 5.6053e-01 1.4532e-01 ... 1.0760e-01 8.6322e-01\n", " 3.2204e-01 4.5782e-01 1.1872e-01 1.0333e-01]]\n" ] } ], "source": [ "'''Use set print options in Numpy'''\n", "\n", "np.set_printoptions(precision=4, threshold=800, edgeitems=6, linewidth=105)\n", "\n", "mtrx = np.random.random((10,100))\n", "\n", "print(mtrx)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#help(np.set_printoptions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [Vectors](#toc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**In all of engineering calculations use double-precision floating point numeric**" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "float64\n" ] } ], "source": [ "'''Set double precision at creation time'''\n", "\n", "x_vec = np.empty(10, dtype=np.float64)\n", "\n", "print(type(x_vec))\n", "print(x_vec.dtype)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "float64\n" ] } ], "source": [ "'''Set double precision after creation'''\n", "\n", "x_vec = x_vec.astype(float)\n", "print(type(x_vec))\n", "print(x_vec.dtype)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "float32\n" ] } ], "source": [ "'''Set single precision after creation; not to be used'''\n", "\n", "x_vec = x_vec.astype(np.float32)\n", "print(type(x_vec))\n", "print(x_vec.dtype)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Element-by-element addition/subtraction](#toc)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vec1 = [0.5453 0.4583 0.2304 0.7032 0.37 ]\n", "vec2 = [0.506 0.9526 0.5948 0.4733 0.0357]\n", "addition = [1.0513 1.4109 0.8251 1.1765 0.4058]\n", "difference = [ 0.0393 -0.4943 -0.3644 0.2299 0.3343]\n" ] } ], "source": [ "'''Element-by-element addition or subtraction'''\n", "\n", "vec1 = np.array(np.random.random(5))\n", "print('vec1 =',vec1)\n", "\n", "vec2 = np.array(np.random.random(5))\n", "print('vec2 =',vec2)\n", "\n", "result = vec1 + vec2 # element-by-element sum\n", "print('addition =',result)\n", "\n", "result = vec1 - vec2 # element-by-element subtraction\n", "print('difference =',result)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Element-by-element product/division](#toc)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vec1 = [0.2579 0.1909 0.0031 0.342 0.1954]\n", "vec2 = [0.2264 0.3046 0.066 0.573 0.6918]\n", "product = [0.0584 0.0581 0.0002 0.196 0.1352]\n", "division = [1.1393 0.6266 0.0466 0.5968 0.2824]\n" ] } ], "source": [ "'''Element-by-element product or division'''\n", "\n", "vec1 = np.array(np.random.random(5))\n", "print('vec1 =',vec1)\n", "\n", "vec2 = np.array(np.random.random(5))\n", "print('vec2 =',vec2)\n", "\n", "result = vec1 * vec2 # element-by-element product\n", "print('product =',result)\n", "\n", "result = vec1 / vec2 # element-by-element division\n", "print('division =',result)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Self product](#toc)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vec1 = [0.2579 0.1909 0.0031 0.342 0.1954]\n", "vec1 product = 1.0105005747408923e-05\n" ] } ], "source": [ "'''Product of all elements of a vector'''\n", "\n", "vec1_prod = np.prod(vec1)\n", "\n", "print('vec1 =', vec1)\n", "print('vec1 product =', vec1_prod)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Inner product (dot product)](#toc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The result of the inner product of two vectors: $\\vvec_1 \\cdot \\vvec_2$ is a scalar." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vec1 = [0.3084 0.995 0.775 0.5653 0.4646]\n", "vec2 = [0.2284 0.3363 0.3029 0.1459 0.4418]\n", "dot product = 0.9275588056094912\n" ] } ], "source": [ "'''Vector inner product or dot product'''\n", "\n", "vec1 = np.array(np.random.random(5))\n", "print('vec1 =',vec1)\n", "\n", "vec2 = np.array(np.random.random(5))\n", "print('vec2 =',vec2)\n", "\n", "result = np.dot(vec1, vec2) # inner or dot product\n", "print('dot product =',result)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vec1 . vec2 = 0.9275588056094912\n" ] } ], "source": [ "'''More on vector inner product or dot product'''\n", "'''Another way to compute the inner product'''\n", "\n", "ele_by_ele_product_vec = vec1 * vec2\n", "\n", "inner_product = ele_by_ele_product_vec.sum()\n", "\n", "print('vec1 . vec2 = ', inner_product)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Vector Magnitude (or Norm)](#toc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The magnitude of a vector, $\\norm{\\vvec}$, is related to its inner product: $\\vvec \\cdot \\vvec = \\norm{\\vvec}^2$ which is a scalar." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "v = [0.343 0.1219 0.255 0.9625 0.8877]\n", "||v|| = 1.3827065468627124\n", "np.linalg.norm ||v|| = 1.3827065468627124\n" ] } ], "source": [ "'''Norm of a vector or its magnitude'''\n", "\n", "vec = np.array(np.random.random(5))\n", "vec_norm = np.sqrt(np.dot(vec,vec))\n", "print('v = ', vec)\n", "print('||v|| = ', vec_norm)\n", "print('np.linalg.norm ||v|| = ', np.linalg.norm(vec))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Scaling (element-by-element multiplication/division by a scalar)](#toc)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vec = [0.0205 0.2177 0.3561 0.5198 0.9982]\n", "scaled = [0.0071 0.0751 0.1229 0.1793 0.3444]\n", "vec = [0.0071 0.0751 0.1229 0.1793 0.3444]\n" ] } ], "source": [ "'''Scaling of a vector'''\n", "\n", "vec = np.array(np.random.random(5))\n", "print('vec =',vec)\n", "\n", "factor = 0.345\n", "scaled = factor * vec # scaling of vec element-by-element product\n", "print('scaled =', scaled) # assigned to new variable `scaled`\n", "\n", "vec *= factor # in-place scaling\n", "print('vec =',vec)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Element-by-element mathematical operations](#toc)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vec = [0.6139 0.7863 0.434 0.8923 0.863 ]\n", "log(vec) = [-0.4879 -0.2404 -0.8346 -0.114 -0.1473]\n", "exp(vec) = [0.6139 0.7863 0.434 0.8923 0.863 ]\n", "sin(vec) = [0.5761 0.7078 0.4205 0.7785 0.7598]\n", "vec^3 = [0.2314 0.4862 0.0818 0.7104 0.6428]\n", "mean(vec) = 0.7179130660462255\n", "std(vec) = 0.17178674000332048\n" ] } ], "source": [ "'''Mathematical Operations on a Vector'''\n", "\n", "vec = np.array(np.random.random(5))\n", "print('vec =',vec)\n", "\n", "log_vec = np.log(vec) # natural log element-by-element\n", "print('log(vec) =',log_vec)\n", "\n", "exp_vec = np.exp(log_vec) # exponential\n", "print('exp(vec) =',exp_vec)\n", "\n", "sin_vec = np.sin(vec) # sine\n", "print('sin(vec) =',sin_vec)\n", "\n", "vec_cubed = vec**3 # powers\n", "print('vec^3 =',vec_cubed)\n", "\n", "vec_mean = vec.mean() # arithmetic mean\n", "print('mean(vec) =',vec_mean)\n", "\n", "vec_std = vec.std() # standard deviation\n", "print('std(vec) =',vec_std)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Element-by-element search](#toc)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vec = [0.6139 0.7863 0.434 0.8923 0.863 ]\n", "indices = [0 1 2 3 4]\n" ] } ], "source": [ "'''Searching a vector for entries matching a test'''\n", "\n", "# what are the indices of the values in \"vec\" that satisfy: vec[] >= 0.3\n", "(idx_ids, ) = np.where(vec >= 0.3) \n", "\n", "print('vec =', vec)\n", "print('indices = ', idx_ids)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vec = [0.6139 0.7863 0.434 0.8923 0.863 ]\n", "indices = []\n" ] } ], "source": [ "'''Searching a vector for entries matching a test'''\n", "\n", "# what are the indices of the values in \"vec\" that satisfy: vec[] == 0.3\n", "(idx_ids, ) = np.where(vec == 0.3) \n", "\n", "print('vec =', vec)\n", "print('indices = ', idx_ids)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Zip vectors](#toc)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[(0.3083937089424802, 0.22841714407520286), (0.9949698101315914, 0.3363147949745209), (0.7749536526133711, 0.30294856337531473), (0.5652559409417851, 0.14588439346608584), (0.4645754380083772, 0.4418232111080259)]\n" ] } ], "source": [ "'''Zip creates a list of tuples on the fly'''\n", "\n", "print(list(zip(vec1, vec2)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [Matrices](#toc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**In all of engineering calculations use double-precision floating point numeric**" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "float64\n" ] } ], "source": [ "'''Set double precision at creation time'''\n", "\n", "mtrx = np.empty((5,5), dtype=np.float64)\n", "\n", "print(type(mtrx))\n", "print(mtrx.dtype)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "float64\n" ] } ], "source": [ "'''Set double precision after creation'''\n", "\n", "mtrx = mtrx.astype(float)\n", "\n", "print(type(mtrx))\n", "print(mtrx.dtype)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Element-by-element addition/subtraction](#toc)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mat1 =\n", " [[0.9423 0.4184 0.9301]\n", " [0.1865 0.1441 0.3504]\n", " [0.5401 0.9425 0.8513]]\n", "mat2 =\n", " [[0.6776 0.2725 0.6021]\n", " [0.884 0.1885 0.1843]\n", " [0.2853 0.787 0.0605]]\n", "addition =\n", " [[1.6199 0.6909 1.5321]\n", " [1.0705 0.3327 0.5346]\n", " [0.8254 1.7296 0.9118]]\n", "difference =\n", " [[ 0.2646 0.1458 0.328 ]\n", " [-0.6975 -0.0444 0.1661]\n", " [ 0.2548 0.1555 0.7908]]\n" ] } ], "source": [ "'''Element-by-element addition or subtraction'''\n", "\n", "mat1 = np.random.random((3,3))\n", "print('mat1 =\\n', mat1)\n", "\n", "mat2 = np.random.random((3,3))\n", "print('mat2 =\\n', mat2)\n", "\n", "result = mat1 + mat2 # element-by-element sum\n", "print('addition =\\n', result)\n", "\n", "result = mat1 - mat2 # element-by-element subtraction\n", "print('difference =\\n', result)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Element-by-element product/division](#toc)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mat1 =\n", " [[0.8177 0.1258 0.3875]\n", " [0.6726 0.7571 0.0418]\n", " [0.2121 0.9535 0.462 ]]\n", "mat2 =\n", " [[0.3448 0.7567 0.7727]\n", " [0.4003 0.7337 0.2174]\n", " [0.5446 0.386 0.8489]]\n", "product =\n", " [[0.282 0.0952 0.2994]\n", " [0.2693 0.5555 0.0091]\n", " [0.1155 0.368 0.3922]]\n", "division =\n", " [[2.3716 0.1663 0.5015]\n", " [1.6802 1.0318 0.1921]\n", " [0.3894 2.4705 0.5442]]\n" ] } ], "source": [ "'''Element-by-element product or division'''\n", "\n", "mat1 = np.random.random((3,3))\n", "print('mat1 =\\n', mat1)\n", "\n", "mat2 = np.random.random((3,3))\n", "print('mat2 =\\n', mat2)\n", "\n", "result = mat1 * mat2 # element-by-element product\n", "print('product =\\n', result)\n", "\n", "result = mat1 / mat2 # element-by-element division (cross your fingers)\n", "print('division =\\n', result)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "block shape = (300, 400, 3)\n" ] } ], "source": [ "'''Produce Noise on a Matrix Image (brick data)'''\n", "\n", "from matplotlib import pyplot as plt # import the pyplot function of the matplotlib package\n", "#%matplotlib inline\n", "plt.rcParams['figure.figsize'] = [20, 4] # extend the figure size on screen output\n", "\n", "# Read image from the images/ directory in the chen-3170 repo\n", "block = plt.imread('images/glacier.png', format='png')\n", "#block = plt.imread('https://raw.githubusercontent.com/dpploy/chen-3170/master/notebooks/images/cp21.8-T.png', format='png')\n", "\n", "\n", "plt.figure(1)\n", "plt.imshow(block)\n", "plt.title('Matrix Reloaded', fontsize=14)\n", "plt.show()\n", "print('block shape =', block.shape) # inspect the array shape" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "'''Use Matrix Element-by-Element Multiplication'''\n", "\n", "mtrx_shape = block.shape[0:2] # use the shape to automate noise_mtrx generation\n", "\n", "noise_mtrx = np.random.random(mtrx_shape) # generate random matrix\n", "\n", "mtrx_noise = block[:,:,2] * noise_mtrx # apply noise to the blue channel\n", "\n", "plt.figure(2)\n", "plt.imshow(mtrx_noise, cmap='gray')\n", "plt.title('Noisy Matrix',fontsize=14)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(300, 400)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mtrx_noise.shape" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mat1 =\n", " [[0.9643 0.5686 0.6097]\n", " [0.1848 0.1046 0.026 ]\n", " [0.0069 0.0106 0.7162]]\n", "scaled =\n", " [[3.0953 1.8252 1.9571]\n", " [0.5932 0.3357 0.0836]\n", " [0.022 0.0341 2.2989]]\n" ] } ], "source": [ "'''Matrix Scaling (matrix product or division by a scalar)'''\n", "\n", "mat1 = np.random.random((3,3))\n", "print('mat1 =\\n',mat1)\n", "\n", "factor = 3.21\n", "result = factor * mat1 # scaling of mat1 element-by-element; product with factor\n", "print('scaled =\\n',result)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Scaling (element-by-element multiplication/division by a scalar)](#toc)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "'''Matrix Scaling of an Image'''\n", "\n", "color_channel = np.copy(block[:,:,0]) # copy the red channel\n", "\n", "color_channel /= color_channel.max() # scale to gray, 0-255 values\n", "color_channel *= 255\n", "gray_channel = color_channel.astype(np.uint8) # truncate all float data type to unsigned int 8\n", "\n", "plt.figure(3)\n", "plt.imshow(gray_channel, cmap='gray')\n", "#plt.imshow(gray_channel)\n", "\n", "plt.title('Matrix Gray Scaling',fontsize=14)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Element-by-element mathematical operations](#toc)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "mean(mtrx) = 0.38594216\n", "std(mtrx) = 0.37984067\n" ] } ], "source": [ "'''Other Mathematical Operations on a Matrix'''\n", "\n", "mtrx = np.copy(block[:,:,0]) # copy the red channel\n", "\n", "plt.figure(4)\n", "plt.imshow(mtrx, cmap='gray') # show channel as a flat image with default colormap\n", "plt.title('Original', fontsize=14)\n", "plt.show()\n", "\n", "mtrx_mean = mtrx.mean() # arithmetic mean\n", "print('mean(mtrx) =', mtrx_mean)\n", "\n", "mtrx_std = mtrx.std() # standard deviation\n", "print('std(mtrx) =', mtrx_std)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "mean(mtrx) = -2.6418166\n", "std(mtrx) = 2.5803103\n" ] } ], "source": [ "'''Other Mathematical Operations on a Matrix'''\n", "\n", "log_mtrx = np.log(mtrx + .001) # natural log element-by-element\n", "\n", "plt.figure(5)\n", "plt.imshow(log_mtrx, cmap='gray')\n", "plt.title('Log Transform', fontsize=14)\n", "plt.show()\n", "\n", "mtrx_mean = log_mtrx.mean() # arithmetic mean\n", "print('mean(mtrx) =', mtrx_mean)\n", "\n", "mtrx_std = log_mtrx.std() # standard deviation\n", "print('std(mtrx) =', mtrx_std)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "mean(mtrx) = 0.38694212\n", "std(mtrx) = 0.37984067\n" ] } ], "source": [ "'''Other Mathematical Operations on a Matrix'''\n", "\n", "exp_mtrx = np.exp(log_mtrx) # exponential\n", "\n", "plt.figure(6)\n", "plt.imshow(exp_mtrx, cmap='gray')\n", "plt.title('Exp of Log Transform', fontsize=14)\n", "plt.show()\n", "\n", "mtrx_mean = exp_mtrx.mean() # arithmetic mean\n", "print('mean(mtrx) =', mtrx_mean)\n", "\n", "mtrx_std = exp_mtrx.std() # standard deviation\n", "print('std(mtrx) =', mtrx_std)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "mean(mtrx) = 0.86122394\n", "std(mtrx) = 0.1534877\n" ] } ], "source": [ "'''Other Mathematical Operations on a Matrix'''\n", "\n", "sin_mtrx = np.sin(mtrx + np.pi/2) # sine\n", "\n", "plt.figure(7)\n", "plt.imshow(sin_mtrx)\n", "plt.title('Sine Transform', fontsize=14)\n", "plt.show()\n", "\n", "mtrx_mean = sin_mtrx.mean() # arithmetic mean\n", "print('mean(mtrx) =', mtrx_mean)\n", "\n", "mtrx_std = sin_mtrx.std() # standard deviation\n", "print('std(mtrx) =', mtrx_std)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "mean(mtrx) = 0.2348578\n", "std(mtrx) = 0.28249925\n" ] } ], "source": [ "'''Other Mathematical Operations on a Matrix'''\n", "\n", "mtrx_cubed = mtrx**3 # powers\n", "\n", "plt.figure(8)\n", "plt.imshow(mtrx_cubed, cmap='gray')\n", "plt.title('Cube Transform', fontsize=14)\n", "plt.show()\n", "\n", "mtrx_mean = mtrx_cubed.mean() # arithmetic mean\n", "print('mean(mtrx) =', mtrx_mean)\n", "\n", "mtrx_std = mtrx_cubed.std() # standard deviation\n", "print('std(mtrx) =', mtrx_std)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Transposition](#toc)" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mtrx =\n", " [[0.741 0.772 0.778 0.153 0.986 0.249 0.908]\n", " [0.079 0.596 0.263 0.201 0.448 0.361 0.885]\n", " [0.636 0.236 0.825 0.408 0.424 0.899 0.616]\n", " [0.851 0.251 0.732 0.151 0.694 0.183 0.594]\n", " [0.728 0.082 0.81 0.719 0.853 0.57 0.087]]\n", "mtrx^T =\n", " [[0.741 0.079 0.636 0.851 0.728]\n", " [0.772 0.596 0.236 0.251 0.082]\n", " [0.778 0.263 0.825 0.732 0.81 ]\n", " [0.153 0.201 0.408 0.151 0.719]\n", " [0.986 0.448 0.424 0.694 0.853]\n", " [0.249 0.361 0.899 0.183 0.57 ]\n", " [0.908 0.885 0.616 0.594 0.087]]\n" ] } ], "source": [ "'''Matrix Transposition'''\n", "'''clockwise rotation followed by horizontal right to left flip'''\n", "\n", "mtrx = np.random.random((5,7))\n", "\n", "np.set_printoptions(precision=3,threshold=20,edgeitems=12,linewidth=100) # one way to control printing of numpy arrays\n", "\n", "print('mtrx =\\n',mtrx)\n", "\n", "mtrx_T = mtrx.transpose() # transpose of a mtrx: M[i,j] -> M[j,i]\n", "\n", "print('mtrx^T =\\n', mtrx_T)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "'''Matrix Transposition'''\n", "'''Example of adding a transformed matrix to another transform transposed'''\n", "\n", "'''note: to add a matrix to its transpose, a matrix must be square'''\n", "\n", "n_rows = block.shape[0]\n", "n_columns = n_rows\n", "\n", "mtrx = np.copy(block[:n_rows,:n_columns,0]) # select a square block; red channel\n", "\n", "sin_mtrx = np.sin(mtrx + np.pi/2) # sine\n", "\n", "sin_mtrx /= sin_mtrx.max()\n", "plt.figure(9)\n", "plt.imshow(sin_mtrx)\n", "plt.title('Sine Transform', fontsize=14)\n", "plt.show()\n", "\n", "mtrx_cubed = mtrx**3 # powers\n", "\n", "plt.figure(10)\n", "plt.imshow(mtrx_cubed)\n", "plt.title('Cube Transform', fontsize=14)\n", "plt.show()\n", "\n", "plt.figure(11)\n", "plt.imshow(sin_mtrx + mtrx_cubed.transpose()) # sine + cubed transposed\n", "plt.title('Sine + Cube Transpose Transform', fontsize=14)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### [Element-by-element search](#toc)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "matrix =\n", " [[0.329 0.329 0.329 0.329 0.329 ... 0.384 0.384 0.384 0.384 0.384]\n", " [0.329 0.329 0.329 0.329 0.329 ... 0.388 0.388 0.388 0.388 0.388]\n", " [0.345 0.345 0.345 0.345 0.345 ... 0.392 0.392 0.392 0.392 0.392]\n", " [0.357 0.357 0.357 0.357 0.357 ... 0.4 0.4 0.4 0.4 0.4 ]\n", " [0.361 0.361 0.361 0.361 0.361 ... 0.408 0.408 0.408 0.408 0.408]\n", " ...\n", " [0.004 0.004 0.004 0.004 0.004 ... 0.004 0.004 0.004 0.004 0.004]\n", " [0.004 0.004 0.004 0.004 0.004 ... 0.012 0. 0. 0. 0. ]\n", " [0.004 0.004 0.004 0.004 0.004 ... 0.012 0. 0. 0. 0. ]\n", " [0.004 0.004 0.004 0.004 0.004 ... 0.012 0. 0. 0. 0. ]\n", " [0.004 0.004 0.004 0.004 0.004 ... 0.012 0. 0. 0. 0. ]]\n", "ith indices = [ 0 0 0 0 0 ... 252 252 252 252 252]\n", "jth indices = [ 0 1 2 3 4 ... 171 172 173 174 175]\n" ] } ], "source": [ "'''Searching a matrix for entries matching a test'''\n", "\n", "# what are the indices of the values in \"mtrx\" that satisfy: mtrx >= 0.3\n", "(idx_ids, jdx_ids) = np.where(mtrx >= 0.3) \n", "\n", "np.set_printoptions(precision=3, threshold=20, edgeitems=5, linewidth=100) \n", "\n", "print('matrix =\\n', mtrx)\n", "print('ith indices = ',idx_ids)\n", "print('jth indices = ',jdx_ids)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.3019608" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "'''Verify the searched elements'''\n", "\n", "mtrx[idx_ids, jdx_ids].min()" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.329, 0.329, 0.329, 0.329, 0.329, ..., 0.831, 0.737, 0.667, 0.58 , 0.459], dtype=float32)" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mtrx[idx_ids, jdx_ids]" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(54533,)" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mtrx[idx_ids, jdx_ids].shape" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dtype('float32')" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mtrx[idx_ids, jdx_ids].dtype" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.8" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 4 }