{
	"cell_id": 55098764045313374,
	"cells": [
		{
			"cell_id": 11153443340774785722,
			"cell_origin": "client",
			"cell_type": "latex",
			"cells": [
				{
					"cell_id": 3683726891078164525,
					"cell_origin": "client",
					"cell_type": "latex_view",
					"source": "\\section*{Numerical evaluation of expressions}\n\nCadabra is primarily a symbolic computer algebra system, in the sense that \nit focuses on symbolic expressions, not the numerical value they take when\nall symbols in them are replaced with values. However, Cadabra does have\nfunctionality to evaluate expressions numerically as well, using either\na call through SymPy, or using its own internal expression \nevaluator. We will here focus on the latter, as it is by far the fastest.\n\nLet us start with a simple example to understand the basics. The following\ncode creates a Cadabra expression containing just $\\cos(x)$, and then\nnumerically evaluates that expression for 100 values of $x$ in the range\n$[0, 2\\pi]$. "
				}
			],
			"hidden": true,
			"source": "\\section*{Numerical evaluation of expressions}\n\nCadabra is primarily a symbolic computer algebra system, in the sense that \nit focuses on symbolic expressions, not the numerical value they take when\nall symbols in them are replaced with values. However, Cadabra does have\nfunctionality to evaluate expressions numerically as well, using either\na call through SymPy, or using its own internal expression \nevaluator. We will here focus on the latter, as it is by far the fastest.\n\nLet us start with a simple example to understand the basics. The following\ncode creates a Cadabra expression containing just $\\cos(x)$, and then\nnumerically evaluates that expression for 100 values of $x$ in the range\n$[0, 2\\pi]$. "
		},
		{
			"cell_id": 1786627167757323955,
			"cell_origin": "client",
			"cell_type": "input",
			"source": "import numpy as np\nimport matplotlib.pyplot as plt"
		},
		{
			"cell_id": 6954937305566758514,
			"cell_origin": "client",
			"cell_type": "input",
			"cells": [
				{
					"cell_id": 4741812562128145003,
					"cell_origin": "server",
					"cell_type": "latex_view",
					"cells": [
						{
							"cell_id": 12045112310584209257,
							"cell_origin": "server",
							"cell_type": "input_form",
							"source": "2\\cos(2x)"
						}
					],
					"source": "\\begin{dmath*}{}2\\cos\\left(2x\\right)\\end{dmath*}"
				},
				{
					"cell_id": 13914624647478734747,
					"cell_origin": "server",
					"cell_type": "verbatim",
					"source": "\\begin{verbatim}<cadabra2.NTensor object at 0xffff79053a30>\\end{verbatim}"
				}
			],
			"source": "ex := 2\\cos(2 x);\nxv  = np.linspace(0, np.pi*2, 100)\nexv = nevaluate(ex, {$x$: xv} );"
		},
		{
			"cell_id": 17813844956869416932,
			"cell_origin": "client",
			"cell_type": "latex",
			"cells": [
				{
					"cell_id": 18054204918676316375,
					"cell_origin": "client",
					"cell_type": "latex_view",
					"source": "The \\algo{nevaluate} function returns an \\verb|NTensor|, which is Cadabra's\nobject to store numerical values of tensors. It can be converted to a numpy\narray by wrapping it in `np.array`, after which you can plot it:"
				}
			],
			"hidden": true,
			"source": "The \\algo{nevaluate} function returns an \\verb|NTensor|, which is Cadabra's\nobject to store numerical values of tensors. It can be converted to a numpy\narray by wrapping it in `np.array`, after which you can plot it:"
		},
		{
			"cell_id": 5634273073315875314,
			"cell_origin": "client",
			"cell_type": "input",
			"cells": [
				{
					"cell_id": 928419000352005591,
					"cell_origin": "server",
					"cell_type": "image_svg",
					"source": "<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="460.8pt" height="345.6pt" viewBox="0 0 460.8 345.6" xmlns="http://www.w3.org/2000/svg" version="1.1">
 <metadata>
  <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
   <cc:Work>
    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
    <dc:date>2024-06-15T19:21:42.536471</dc:date>
    <dc:format>image/svg+xml</dc:format>
    <dc:creator>
     <cc:Agent>
      <dc:title>Matplotlib v3.7.1, https://matplotlib.org/</dc:title>
     </cc:Agent>
    </dc:creator>
   </cc:Work>
  </rdf:RDF>
 </metadata>
 <defs>
  <style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style>
 </defs>
 <g id="figure_1">
  <g id="patch_1">
   <path d="M 0 345.6 
L 460.8 345.6 
L 460.8 0 
L 0 0 
z
" style="fill: #ffffff"/>
  </g>
  <g id="axes_1">
   <g id="patch_2">
    <path d="M 57.6 307.584 
L 414.72 307.584 
L 414.72 41.472 
L 57.6 41.472 
z
" style="fill: #ffffff"/>
   </g>
   <g id="matplotlib.axis_1">
    <g id="xtick_1">
     <g id="line2d_1">
      <defs>
       <path id="m60efd6f7a2" d="M 0 0 
L 0 3.5 
" style="stroke: #000000; stroke-width: 0.8"/>
      </defs>
      <g>
       <use xlink:href="#m60efd6f7a2" x="73.832727" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_1">
      <!-- 0 -->
      <g transform="translate(70.651477 322.182437) scale(0.1 -0.1)">
       <defs>
        <path id="DejaVuSans-30" d="M 2034 4250 
Q 1547 4250 1301 3770 
Q 1056 3291 1056 2328 
Q 1056 1369 1301 889 
Q 1547 409 2034 409 
Q 2525 409 2770 889 
Q 3016 1369 3016 2328 
Q 3016 3291 2770 3770 
Q 2525 4250 2034 4250 
z
M 2034 4750 
Q 2819 4750 3233 4129 
Q 3647 3509 3647 2328 
Q 3647 1150 3233 529 
Q 2819 -91 2034 -91 
Q 1250 -91 836 529 
Q 422 1150 422 2328 
Q 422 3509 836 4129 
Q 1250 4750 2034 4750 
z
" transform="scale(0.015625)"/>
       </defs>
       <use xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_2">
     <g id="line2d_2">
      <g>
       <use xlink:href="#m60efd6f7a2" x="125.503103" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_2">
      <!-- 1 -->
      <g transform="translate(122.321853 322.182437) scale(0.1 -0.1)">
       <defs>
        <path id="DejaVuSans-31" d="M 794 531 
L 1825 531 
L 1825 4091 
L 703 3866 
L 703 4441 
L 1819 4666 
L 2450 4666 
L 2450 531 
L 3481 531 
L 3481 0 
L 794 0 
L 794 531 
z
" transform="scale(0.015625)"/>
       </defs>
       <use xlink:href="#DejaVuSans-31"/>
      </g>
     </g>
    </g>
    <g id="xtick_3">
     <g id="line2d_3">
      <g>
       <use xlink:href="#m60efd6f7a2" x="177.173479" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_3">
      <!-- 2 -->
      <g transform="translate(173.992229 322.182437) scale(0.1 -0.1)">
       <defs>
        <path id="DejaVuSans-32" d="M 1228 531 
L 3431 531 
L 3431 0 
L 469 0 
L 469 531 
Q 828 903 1448 1529 
Q 2069 2156 2228 2338 
Q 2531 2678 2651 2914 
Q 2772 3150 2772 3378 
Q 2772 3750 2511 3984 
Q 2250 4219 1831 4219 
Q 1534 4219 1204 4116 
Q 875 4013 500 3803 
L 500 4441 
Q 881 4594 1212 4672 
Q 1544 4750 1819 4750 
Q 2544 4750 2975 4387 
Q 3406 4025 3406 3419 
Q 3406 3131 3298 2873 
Q 3191 2616 2906 2266 
Q 2828 2175 2409 1742 
Q 1991 1309 1228 531 
z
" transform="scale(0.015625)"/>
       </defs>
       <use xlink:href="#DejaVuSans-32"/>
      </g>
     </g>
    </g>
    <g id="xtick_4">
     <g id="line2d_4">
      <g>
       <use xlink:href="#m60efd6f7a2" x="228.843854" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_4">
      <!-- 3 -->
      <g transform="translate(225.662604 322.182437) scale(0.1 -0.1)">
       <defs>
        <path id="DejaVuSans-33" d="M 2597 2516 
Q 3050 2419 3304 2112 
Q 3559 1806 3559 1356 
Q 3559 666 3084 287 
Q 2609 -91 1734 -91 
Q 1441 -91 1130 -33 
Q 819 25 488 141 
L 488 750 
Q 750 597 1062 519 
Q 1375 441 1716 441 
Q 2309 441 2620 675 
Q 2931 909 2931 1356 
Q 2931 1769 2642 2001 
Q 2353 2234 1838 2234 
L 1294 2234 
L 1294 2753 
L 1863 2753 
Q 2328 2753 2575 2939 
Q 2822 3125 2822 3475 
Q 2822 3834 2567 4026 
Q 2313 4219 1838 4219 
Q 1578 4219 1281 4162 
Q 984 4106 628 3988 
L 628 4550 
Q 988 4650 1302 4700 
Q 1616 4750 1894 4750 
Q 2613 4750 3031 4423 
Q 3450 4097 3450 3541 
Q 3450 3153 3228 2886 
Q 3006 2619 2597 2516 
z
" transform="scale(0.015625)"/>
       </defs>
       <use xlink:href="#DejaVuSans-33"/>
      </g>
     </g>
    </g>
    <g id="xtick_5">
     <g id="line2d_5">
      <g>
       <use xlink:href="#m60efd6f7a2" x="280.51423" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_5">
      <!-- 4 -->
      <g transform="translate(277.33298 322.182437) scale(0.1 -0.1)">
       <defs>
        <path id="DejaVuSans-34" d="M 2419 4116 
L 825 1625 
L 2419 1625 
L 2419 4116 
z
M 2253 4666 
L 3047 4666 
L 3047 1625 
L 3713 1625 
L 3713 1100 
L 3047 1100 
L 3047 0 
L 2419 0 
L 2419 1100 
L 313 1100 
L 313 1709 
L 2253 4666 
z
" transform="scale(0.015625)"/>
       </defs>
       <use xlink:href="#DejaVuSans-34"/>
      </g>
     </g>
    </g>
    <g id="xtick_6">
     <g id="line2d_6">
      <g>
       <use xlink:href="#m60efd6f7a2" x="332.184606" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_6">
      <!-- 5 -->
      <g transform="translate(329.003356 322.182437) scale(0.1 -0.1)">
       <defs>
        <path id="DejaVuSans-35" d="M 691 4666 
L 3169 4666 
L 3169 4134 
L 1269 4134 
L 1269 2991 
Q 1406 3038 1543 3061 
Q 1681 3084 1819 3084 
Q 2600 3084 3056 2656 
Q 3513 2228 3513 1497 
Q 3513 744 3044 326 
Q 2575 -91 1722 -91 
Q 1428 -91 1123 -41 
Q 819 9 494 109 
L 494 744 
Q 775 591 1075 516 
Q 1375 441 1709 441 
Q 2250 441 2565 725 
Q 2881 1009 2881 1497 
Q 2881 1984 2565 2268 
Q 2250 2553 1709 2553 
Q 1456 2553 1204 2497 
Q 953 2441 691 2322 
L 691 4666 
z
" transform="scale(0.015625)"/>
       </defs>
       <use xlink:href="#DejaVuSans-35"/>
      </g>
     </g>
    </g>
    <g id="xtick_7">
     <g id="line2d_7">
      <g>
       <use xlink:href="#m60efd6f7a2" x="383.854982" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_7">
      <!-- 6 -->
      <g transform="translate(380.673732 322.182437) scale(0.1 -0.1)">
       <defs>
        <path id="DejaVuSans-36" d="M 2113 2584 
Q 1688 2584 1439 2293 
Q 1191 2003 1191 1497 
Q 1191 994 1439 701 
Q 1688 409 2113 409 
Q 2538 409 2786 701 
Q 3034 994 3034 1497 
Q 3034 2003 2786 2293 
Q 2538 2584 2113 2584 
z
M 3366 4563 
L 3366 3988 
Q 3128 4100 2886 4159 
Q 2644 4219 2406 4219 
Q 1781 4219 1451 3797 
Q 1122 3375 1075 2522 
Q 1259 2794 1537 2939 
Q 1816 3084 2150 3084 
Q 2853 3084 3261 2657 
Q 3669 2231 3669 1497 
Q 3669 778 3244 343 
Q 2819 -91 2113 -91 
Q 1303 -91 875 529 
Q 447 1150 447 2328 
Q 447 3434 972 4092 
Q 1497 4750 2381 4750 
Q 2619 4750 2861 4703 
Q 3103 4656 3366 4563 
z
" transform="scale(0.015625)"/>
       </defs>
       <use xlink:href="#DejaVuSans-36"/>
      </g>
     </g>
    </g>
   </g>
   <g id="matplotlib.axis_2">
    <g id="ytick_1">
     <g id="line2d_8">
      <defs>
       <path id="m56d5e7e86f" d="M 0 0 
L -3.5 0 
" style="stroke: #000000; stroke-width: 0.8"/>
      </defs>
      <g>
       <use xlink:href="#m56d5e7e86f" x="57.6" y="295.548914" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_8">
      <!-- −2.0 -->
      <g transform="translate(26.317187 299.348132) scale(0.1 -0.1)">
       <defs>
        <path id="DejaVuSans-2212" d="M 678 2272 
L 4684 2272 
L 4684 1741 
L 678 1741 
L 678 2272 
z
" transform="scale(0.015625)"/>
        <path id="DejaVuSans-2e" d="M 684 794 
L 1344 794 
L 1344 0 
L 684 0 
L 684 794 
z
" transform="scale(0.015625)"/>
       </defs>
       <use xlink:href="#DejaVuSans-2212"/>
       <use xlink:href="#DejaVuSans-32" x="83.789062"/>
       <use xlink:href="#DejaVuSans-2e" x="147.412109"/>
       <use xlink:href="#DejaVuSans-30" x="179.199219"/>
      </g>
     </g>
    </g>
    <g id="ytick_2">
     <g id="line2d_9">
      <g>
       <use xlink:href="#m56d5e7e86f" x="57.6" y="265.301299" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_9">
      <!-- −1.5 -->
      <g transform="translate(26.317187 269.100518) scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-2212"/>
       <use xlink:href="#DejaVuSans-31" x="83.789062"/>
       <use xlink:href="#DejaVuSans-2e" x="147.412109"/>
       <use xlink:href="#DejaVuSans-35" x="179.199219"/>
      </g>
     </g>
    </g>
    <g id="ytick_3">
     <g id="line2d_10">
      <g>
       <use xlink:href="#m56d5e7e86f" x="57.6" y="235.053685" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_10">
      <!-- −1.0 -->
      <g transform="translate(26.317187 238.852904) scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-2212"/>
       <use xlink:href="#DejaVuSans-31" x="83.789062"/>
       <use xlink:href="#DejaVuSans-2e" x="147.412109"/>
       <use xlink:href="#DejaVuSans-30" x="179.199219"/>
      </g>
     </g>
    </g>
    <g id="ytick_4">
     <g id="line2d_11">
      <g>
       <use xlink:href="#m56d5e7e86f" x="57.6" y="204.806071" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_11">
      <!-- −0.5 -->
      <g transform="translate(26.317187 208.60529) scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-2212"/>
       <use xlink:href="#DejaVuSans-30" x="83.789062"/>
       <use xlink:href="#DejaVuSans-2e" x="147.412109"/>
       <use xlink:href="#DejaVuSans-35" x="179.199219"/>
      </g>
     </g>
    </g>
    <g id="ytick_5">
     <g id="line2d_12">
      <g>
       <use xlink:href="#m56d5e7e86f" x="57.6" y="174.558457" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_12">
      <!-- 0.0 -->
      <g transform="translate(34.696875 178.357676) scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-30"/>
       <use xlink:href="#DejaVuSans-2e" x="63.623047"/>
       <use xlink:href="#DejaVuSans-30" x="95.410156"/>
      </g>
     </g>
    </g>
    <g id="ytick_6">
     <g id="line2d_13">
      <g>
       <use xlink:href="#m56d5e7e86f" x="57.6" y="144.310843" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_13">
      <!-- 0.5 -->
      <g transform="translate(34.696875 148.110061) scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-30"/>
       <use xlink:href="#DejaVuSans-2e" x="63.623047"/>
       <use xlink:href="#DejaVuSans-35" x="95.410156"/>
      </g>
     </g>
    </g>
    <g id="ytick_7">
     <g id="line2d_14">
      <g>
       <use xlink:href="#m56d5e7e86f" x="57.6" y="114.063228" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_14">
      <!-- 1.0 -->
      <g transform="translate(34.696875 117.862447) scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-31"/>
       <use xlink:href="#DejaVuSans-2e" x="63.623047"/>
       <use xlink:href="#DejaVuSans-30" x="95.410156"/>
      </g>
     </g>
    </g>
    <g id="ytick_8">
     <g id="line2d_15">
      <g>
       <use xlink:href="#m56d5e7e86f" x="57.6" y="83.815614" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_15">
      <!-- 1.5 -->
      <g transform="translate(34.696875 87.614833) scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-31"/>
       <use xlink:href="#DejaVuSans-2e" x="63.623047"/>
       <use xlink:href="#DejaVuSans-35" x="95.410156"/>
      </g>
     </g>
    </g>
    <g id="ytick_9">
     <g id="line2d_16">
      <g>
       <use xlink:href="#m56d5e7e86f" x="57.6" y="53.568" style="stroke: #000000; stroke-width: 0.8"/>
      </g>
     </g>
     <g id="text_16">
      <!-- 2.0 -->
      <g transform="translate(34.696875 57.367219) scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-32"/>
       <use xlink:href="#DejaVuSans-2e" x="63.623047"/>
       <use xlink:href="#DejaVuSans-30" x="95.410156"/>
      </g>
     </g>
    </g>
   </g>
   <g id="line2d_17">
    <path d="M 73.832727 53.568 
L 77.112066 54.541391 
L 80.391405 57.445901 
L 83.670744 62.234797 
L 86.950083 68.831021 
L 90.229421 77.12844 
L 93.50876 86.993545 
L 96.788099 98.267602 
L 100.067438 110.769207 
L 103.346777 124.297205 
L 106.626116 138.633925 
L 109.905455 153.548684 
L 113.184793 168.801499 
L 116.464132 184.146945 
L 119.743471 199.338109 
L 123.02281 214.130559 
L 126.302149 228.286279 
L 129.581488 241.577498 
L 132.860826 253.790356 
L 136.140165 264.728343 
L 139.419504 274.215463 
L 142.698843 282.099064 
L 145.978182 288.252296 
L 149.257521 292.576152 
L 152.53686 295.001059 
L 155.816198 295.488 
L 159.095537 294.029139 
L 162.374876 290.64795 
L 165.654215 285.398838 
L 168.933554 278.366262 
L 172.212893 269.66338 
L 175.492231 259.430224 
L 178.77157 247.831449 
L 182.050909 235.053685 
L 185.330248 221.30253 
L 188.609587 206.799245 
L 191.888926 191.777194 
L 195.168264 176.478087 
L 198.447603 161.148092 
L 201.726942 146.033875 
L 205.006281 131.37863 
L 208.28562 117.418164 
L 211.564959 104.377106 
L 214.844298 92.465293 
L 218.123636 81.87439 
L 221.402975 72.774808 
L 224.682314 65.312962 
L 227.961653 59.608918 
L 231.240992 55.754455 
L 234.520331 53.811593 
L 237.799669 53.811593 
L 241.079008 55.754455 
L 244.358347 59.608918 
L 247.637686 65.312962 
L 250.917025 72.774808 
L 254.196364 81.87439 
L 257.475702 92.465293 
L 260.755041 104.377106 
L 264.03438 117.418164 
L 267.313719 131.37863 
L 270.593058 146.033875 
L 273.872397 161.148092 
L 277.151736 176.478087 
L 280.431074 191.777194 
L 283.710413 206.799245 
L 286.989752 221.30253 
L 290.269091 235.053685 
L 293.54843 247.831449 
L 296.827769 259.430224 
L 300.107107 269.66338 
L 303.386446 278.366262 
L 306.665785 285.398838 
L 309.945124 290.64795 
L 313.224463 294.029139 
L 316.503802 295.488 
L 319.78314 295.001059 
L 323.062479 292.576152 
L 326.341818 288.252296 
L 329.621157 282.099064 
L 332.900496 274.215463 
L 336.179835 264.728343 
L 339.459174 253.790356 
L 342.738512 241.577498 
L 346.017851 228.286279 
L 349.29719 214.130559 
L 352.576529 199.338109 
L 355.855868 184.146945 
L 359.135207 168.801499 
L 362.414545 153.548684 
L 365.693884 138.633925 
L 368.973223 124.297205 
L 372.252562 110.769207 
L 375.531901 98.267602 
L 378.81124 86.993545 
L 382.090579 77.12844 
L 385.369917 68.831021 
L 388.649256 62.234797 
L 391.928595 57.445901 
L 395.207934 54.541391 
L 398.487273 53.568 
" clip-path="url(#p9925c833fd)" style="fill: none; stroke: #1f77b4; stroke-width: 1.5; stroke-linecap: square"/>
   </g>
   <g id="patch_3">
    <path d="M 57.6 307.584 
L 57.6 41.472 
" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
   </g>
   <g id="patch_4">
    <path d="M 414.72 307.584 
L 414.72 41.472 
" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
   </g>
   <g id="patch_5">
    <path d="M 57.6 307.584 
L 414.72 307.584 
" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
   </g>
   <g id="patch_6">
    <path d="M 57.6 41.472 
L 414.72 41.472 
" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
   </g>
  </g>
 </g>
 <defs>
  <clipPath id="p9925c833fd">
   <rect x="57.6" y="41.472" width="357.12" height="266.112"/>
  </clipPath>
 </defs>
</svg>
"
				}
			],
			"source": "plt.plot( xv, np.array(exv) );"
		},
		{
			"cell_id": 8775842585223173737,
			"cell_origin": "client",
			"cell_type": "latex",
			"cells": [
				{
					"cell_id": 10488429707702954358,
					"cell_origin": "client",
					"cell_type": "latex_view",
					"source": "To understand \\algo{nevaluate}, take a close look at the arguments. The first argument\nis the expression we want to evaluate. The second argument is a dictionary, in wich\nwe list the symbols appearing in the expression (here just $x$) and the values that\neach such symbol takes (here it's the values in the array \\verb|xv|)."
				}
			],
			"hidden": true,
			"source": "To understand \\algo{nevaluate}, take a close look at the arguments. The first argument\nis the expression we want to evaluate. The second argument is a dictionary, in wich\nwe list the symbols appearing in the expression (here just $x$) and the values that\neach such symbol takes (here it's the values in the array \\verb|xv|)."
		},
		{
			"cell_id": 9144309306588434351,
			"cell_origin": "client",
			"cell_type": "latex",
			"cells": [
				{
					"cell_id": 11117129739894336245,
					"cell_origin": "client",
					"cell_type": "latex_view",
					"source": "\\subsection*{More complicated examples}\n\nThe example above evaluated a function of a single variable over a range of values\nof that variable. We can also use this to evaluate functions of multiple variables.\nThe example below shows this."
				}
			],
			"hidden": true,
			"source": "\\subsection*{More complicated examples}\n\nThe example above evaluated a function of a single variable over a range of values\nof that variable. We can also use this to evaluate functions of multiple variables.\nThe example below shows this."
		},
		{
			"cell_id": 12217825775307860772,
			"cell_origin": "client",
			"cell_type": "input",
			"cells": [
				{
					"cell_id": 17372471785279723826,
					"cell_origin": "server",
					"cell_type": "latex_view",
					"cells": [
						{
							"cell_id": 11706414723386243608,
							"cell_origin": "server",
							"cell_type": "input_form",
							"source": "\\cos(x) \\sin(y)"
						}
					],
					"source": "\\begin{dmath*}{}\\cos{x} \\sin{y}\\end{dmath*}"
				}
			],
			"source": "ex:= \\cos(x) \\sin(y);\nxv = np.linspace(0, np.pi, 100)\nyv = np.linspace(0, np.pi, 100)\nz = np.array( nevaluate(ex, {$x$: xv, $y$: yv} ) )"
		},
		{
			"cell_id": 1982156798941009245,
			"cell_origin": "client",
			"cell_type": "latex",
			"cells": [
				{
					"cell_id": 1782089119232902477,
					"cell_origin": "client",
					"cell_type": "latex_view",
					"source": "The \\verb|z| variable is now a two-dimensional array, the first axis of which is the\n$x$-axis and the second the $y$-axis (more on this order below). We can plot such a\ndata set by creating a meshgrid from the $x$ and $y$ values, and then feeding the lot\ninto \\verb|plot_surface|:"
				}
			],
			"hidden": true,
			"source": "The \\verb|z| variable is now a two-dimensional array, the first axis of which is the\n$x$-axis and the second the $y$-axis (more on this order below). We can plot such a\ndata set by creating a meshgrid from the $x$ and $y$ values, and then feeding the lot\ninto \\verb|plot_surface|:"
		},
		{
			"cell_id": 16848152364733261862,
			"cell_origin": "client",
			"cell_type": "input",
			"cells": [
				{
					"cell_id": 16625852451007699030,
					"cell_origin": "server",
					"cell_type": "image_png",
					"source": "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"
				}
			],
			"source": "XV, YV=np.meshgrid(xv, yv)\nplt.figure(figsize=(20, 10))\nax = plt.axes(projection='3d')\nplt.figure().subplots_adjust(top=1, bottom=0, left=0, right=1, wspace=0)\nax.plot_surface(XV, YV, z, rstride=1, cstride=1, cmap='terrain', edgecolor=None);                   "
		},
		{
			"cell_id": 13200753290457032630,
			"cell_origin": "client",
			"cell_type": "latex",
			"cells": [
				{
					"cell_id": 5101273659635728255,
					"cell_origin": "client",
					"cell_type": "latex_view",
					"source": "The order in which the axis of the result of \\algo{nevaluate} should be interpreted\nis determined by the order in which you list them in the values dictionary. \nCompare the following:"
				}
			],
			"hidden": true,
			"source": "The order in which the axis of the result of \\algo{nevaluate} should be interpreted\nis determined by the order in which you list them in the values dictionary. \nCompare the following:"
		},
		{
			"cell_id": 17971765439671340505,
			"cell_origin": "client",
			"cell_type": "input",
			"source": "z1 = np.array( nevaluate(ex, {$x$: xv, $y$: yv} ))\nz2 = np.array( nevaluate(ex, {$y$: yv, $x$: xv} ))"
		},
		{
			"cell_id": 12456077622196445642,
			"cell_origin": "client",
			"cell_type": "input",
			"cells": [
				{
					"cell_id": 16614149837444711937,
					"cell_origin": "server",
					"cell_type": "verbatim",
					"source": "\\begin{verbatim}0.5633046988744114\\end{verbatim}"
				},
				{
					"cell_id": 6254526967367730991,
					"cell_origin": "server",
					"cell_type": "verbatim",
					"source": "\\begin{verbatim}0.2512712531759243\\end{verbatim}"
				}
			],
			"source": "z1[10,20];\nz2[10,20];"
		},
		{
			"cell_id": 730370848732475554,
			"cell_origin": "client",
			"cell_type": "latex",
			"cells": [
				{
					"cell_id": 2572738521568116665,
					"cell_origin": "client",
					"cell_type": "latex_view",
					"source": "\\subsection*{Supported elementary functions}\n\nAt present the \\verb|nevaluate| function supports expressions with the following building blocks:\nmultiplication/division, addition/subtraction, trigonometric functions, hyperbolic trigonometric functions,\nlogarithms, exponential, square root."
				}
			],
			"hidden": true,
			"source": "\\subsection*{Supported elementary functions}\n\nAt present the \\verb|nevaluate| function supports expressions with the following building blocks:\nmultiplication/division, addition/subtraction, trigonometric functions, hyperbolic trigonometric functions,\nlogarithms, exponential, square root."
		},
		{
			"cell_id": 11584173555601999890,
			"cell_origin": "client",
			"cell_type": "input",
			"source": ""
		}
	],
	"description": "Cadabra JSON notebook format",
	"version": 1.0
}