examples/three_players.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "elder-breach",
   "metadata": {},
   "outputs": [],
   "source": [
    "#!pip install ewl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "af377edc",
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "parliamentary-story",
   "metadata": {},
   "outputs": [],
   "source": [
    "from ewl import EWL\n",
    "from ewl.ibmq import EWL_IBMQ\n",
    "from ewl.parametrizations import U_theta_alpha_beta\n",
    "\n",
    "import sympy as sp\n",
    "from sympy import Matrix\n",
    "from sympy.physics.quantum.qubit import Qubit\n",
    "\n",
    "from qiskit import IBMQ\n",
    "from qiskit.visualization import plot_histogram\n",
    "\n",
    "sp.init_printing()\n",
    "IBMQ.load_account()\n",
    "\n",
    "i = sp.I\n",
    "pi = sp.pi\n",
    "sqrt2 = sp.sqrt(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "de301678",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\frac{\\sqrt{2} \\left({\\left|000\\right\\rangle } + i {\\left|111\\right\\rangle }\\right)}{2}$"
      ],
      "text/plain": [
       "√2⋅(❘000⟩ + ⅈ⋅❘111⟩)\n",
       "────────────────────\n",
       "         2          "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "psi = (Qubit('000') + i * Qubit('111')) / sqrt2\n",
    "psi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4059e109",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAADUAAAAzCAYAAAA3v0BtAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAC2ElEQVRoBe1a7U3jQBAFdAUg6CB0wEcFQAeEDu4oI/mHKAGoAIUOoAMEHUAHx6WEe8/n0a2dmbG9Cc4QeaTVfu+8tzO73oyyPZlMdrcUmU6nc6U5VBMwqth3gPIV6U8t3YRCb4OZ1XCTx2wblnpH4Qqsn+2536MHHH4B6ZiW2jj50ZYRduEQY2nuI5R7O2/QJUfhN3QfIN2g7QO5KS4pTOZBvEf6RDpGGiH1JtDP836N/JFKSzyvyM+RTGKu+2HiHGmMdIU1H7hwXwKdPB+7yAtC1IsyPYT1W9YtcUlZk3pqH0PPm6LrBW1nIKhe5xwfmdQZ8NHt6yJux35VQpLyrJCw2EvKlWJIUkAogL1b9lu6X2X3lcq+0lY0RbWUdpaEg1iR3y1VQpIqr24C1lxM2uTCWCAWklSJkm/R0QLi/+fNfKtGJsUnGV8xdTlCw1tizXp/p++UHEzx6YXFVtkA0HdY7xP5hayLMl3vEumntGm5+/bjBCzEHaPIx26GNvrzE3Iq/kqhVfiAPUHOi4H5KeraSwNd/6QNKT5X1iIAP4divjs7SeQz1YlIOnggle5G5PJgqcjWSbENlkp3I3J5sFRk66TYNtJSjc8k7gCeK50DiunOLVuG/kOs0TqQ2kgKC2YFFFdAhC/yrECq634glB1QXAGp7ECqSwrAsgOKy5JaZn4TKf6G0oIgEh9gfzgxScH1JMDhge7lV7AHQOszSWGwAOYPNUvaELfmflm7R6qNUolbtBnb2xiPlHaWBJhY0QwoysB15CYpnClxO83FpE0ujHVgN3WapMoZ2QFFU2MPHU2ksgOKPWA3Vbik4ILZAUVTY16HXEhylt1VGt9+mJ0VUHS1tuzEpmYFUhtJlRdG54BiS9zuMOjOCqS67udqDNw5kApsnAq0wVKV7QhckdtvhJtGnj4F3PLWCwy9iJ1UMANsURf343990j8ySqAlNCmA43dsAfdf2JDTgoeVBLwAAAAASUVORK5CYII=\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}1 & 0\\\\0 & 1\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡1  0⎤\n",
       "⎢    ⎥\n",
       "⎣0  1⎦"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "C = Matrix([\n",
    "    [1, 0],\n",
    "    [0, 1],\n",
    "])\n",
    "C"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "adec1475",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}0 & i\\\\i & 0\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡0  ⅈ⎤\n",
       "⎢    ⎥\n",
       "⎣ⅈ  0⎦"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "D = Matrix([\n",
    "    [0, i],\n",
    "    [i, 0],\n",
    "])\n",
    "D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "fe11d8b9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAARoAAAA0CAYAAABVYvdIAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAS2ElEQVR4Ae2d67XcRBZG23fdABiTAWQAOIIxGYAdASaDYfkX/GNBBoYIBpMBEAGGDCCDudwMPHvXrRKSWq+SWq9GZy11vV+nvjp16pS6+9GXX375zqmBvvrqq/uG6ElR1Glbj3H/nFTRlRaGL+8xtC94/nCIhL/VPaifA/DqwFaNTWvgKc5DrSen0w0xv/H8VXu+Oct5mYiXVPPJZaraXy1Mwguep009jxP0irQv8Ctgnse4puytcZSxjn8itWILnrzHI+/T859rYFAcz2x4ov4xWHoNb+vy5PVtZPjHVPrz3MynDXfrfyQxdgXsh7jftTDACXpNetIk7wgLoh9b8rdFf0MdP/F83JbhGuMZbyO2iP+A8X6EW/Ad/1+GeRKvd8cS+r4EnrKxRL8quCP8AuZ+qkZz0MwcgNmq9S9xP29qiniPTE9xi8VA+HFT3r446vBYqsC6il27b7wD0tUMC77iV3i/wd2zkFkET/DoYlhKGs2A+RqfJU6uO8sT/J/WayLOo5p2CRn4LuGwO+G+w7NbQJTGqbbSpYY63rpGKb9G2bLgmbv1H9G9Bv6VWFn1MkYFRyO2SFOA/4qr0H2XRy3gnvCHuHumxfAEry6CpdkFDR1VeHyA+y3PW8M8BfjxK2A+xf3dmccNuzGudgrP3Y0qsXn3QIxDsKu6V1TKWt9dLH+SJ9nGLHMiHHgS/cYprORVwT/TWsi83/OcCfaW/KtGMyaFwfu4jVpfU+fI24ktysjXH3jUDvVbt8cBbTajhDjlO8m6yaDdU1tboUl1FspIjPUvjafJWJpd0MBDJ1mp6G7iYioWCX4H8DtusaAI/8TzeYzTXxBxuYutKLuiR0HZBzjHpZ0sgB9XvhRlCLtjm8dnKFneRVUR7EMLr5BPIZBrj2rFVuy/gku8+QR+Ev4vfttKWvOlMWV9CsC5tKY18DQZSzcwZFZiYpNwcXJdQGV6RqAe52JzsioGaupxsaUFh3c3pDGsIjCbei6fSvHyJWk3J9IUxlmLkPwuLgW4dW2e6K9CIUt7JX8XttrG7BFKQXCi/MUxRZ0egf+FK97noMXxxFgmY2l2QSOn6agTq+qqZuPkJjK+vMCMv+Mx/msDiSiXvdhS2bXc0ljf9PTBsTnmE66C9zPcOl96qmhMtt1dHJ0aez8gMvLtDFsx/n8NVZhXG8eJPLNginrvG9qdHEW9ae2sgadJWFpE0MBhJ9dJdQLKkt4dV+2lTM8NmJcnLL5y4s78jjvtul1ddyf3VkotxqvpH7syZ6Rp//ooI/8es7Zhy3G/Xx4QfNUO5I1T3fBezrZl/5p4moSl20twlYlTILzkSTuIE6wxLEl2J9ZrRie6OBLgd7fVjqCkdgf3rWHLaVcwr3GjF531UN72Uj/whluIos5SHhkp2XcN0gUY8ds/J9l6rFNyPH3n8CfkK7cdCtY/YltFe/X0CWEFubzcpJ3GftE/jwLy/DfChV2KcKCYZwy2nLNXlBdHad4U+pPetqZ8KxZIc9NUW9L9mXDQJmMZDfPGa5wWk9osJTHizdiQfq2Jp0lYmixoYJALUHW/fHPkZAiOcOYmjxMdmI5bEPEKkqb4stZT5M/xULeTqvXfY0gQLLj2VSEi4NSw7KfAKAyx+E/Eq1WkmzIXg8KwcmtEeEgfLetRcBLZFyqw74951HwEZiEsOypPbcsLgbI1cixuLGFe6FxF0MT4UdhyoJR3zBcbN/V1YoF08exLmeKuoNgP493MnMOALTMQ59wqZH/ksXwXrYmnSVi67RpVXxqMEcDlW6JUROD0GkBT5iFunJCcxaYAUaCUF6QTJd0/OEHINE2wAtLJV8sQGF4n1rUCF0AfWbYPPH11nGg7LZghu165vjRO+7EpYkwusF9jp9xsKnwifXZsxT7kYMrj2BAspEUZh1c4jvEp7RabK343PDPYj4qgNbJGa+JpEpZuawPJDabFlo46lteqr0Zw0aOAE0K9Pr2LjbwKFIFcyUu8QidpN6YL5gR2vA9kWzwGPB654wocX1t3TApQhVOlbuKayH60gS7kp563TQVz4qjjUUv+zrZbyiwVHbTK2Ngz3Irxn/BobMEP51asdBL5zOMzZC5P5Pc4JE/HYCH15U3y1Fyx0kdr4slxj6apgkYpPHTRje7kiIIKECnZjB5C1c+U574aXQkJWElbzEsez9Werz1KeYPWd3yy7sc8rUQdbUKitUxGQmp7Ekgy2huclXEHvuPKUxdQfTcfjS3qVHjMRWOxcIn+rImnSVi6ucDozzSCC9Q5tYqkhlduHWqVpjyCvI3cdYNAwlWz8V0PBYMC5gX+JIjayq8dn8YmQLdKCnA3q3ue1N/U101hi/7tGQuJp2PdNDejsDRVo3GxelQ6IyblE56yfeQsz1wRtCto3dU8U59R6pv5SNTIW+kn8e6m0msehYkAK9Rr0tVmLGf9Xbun/EkThHcYUbdlXIBSADeuRu3cSZ60C4XWZ/yI45S/4dIA1zEn/xaxNQULl+DkmniahKWbiaP3GJEWZahK8PC8ItC1ACc2O6i4BrfwOyTl3PTNPqe+/Rv/M+IEUJnM43ezkp3J25G6wDCc0stly3535EZhV87U4Pdopgbl4zjueCo3GQ1lmqIUUgrdXAHVVNcccUGI0j9tH/rTKwa2tVVsDcVCHS+OKS1W/WNoTTxNwtIjfmHPyfW7RX2LppExlPM9BbWaBBIFTbH7NxZaKJJ+ONkCVkr9q9wykUcGuoumxWj4FfGBH7gKUrWXsr3H8fYavGNZjce+kp7qJ9hN5NVA7JV76kNahF6RJiHZXQmp5FXg+25SccvRW2jhDPRNrTHcUOKv2GkIbwpb9KcTC6S7YamVpc3X+fuMx/kzXnuUODBe47fxHsPNH+Kpo3WuYvur4Im2R2GJcuH3aG4Z4CSiok0IlaZB0Dcnr9NgSx7V0dY8pAuKsOCb2uiKs2zsg1pNTh32p+12oqvJeprtCpDNEvzpWlibwlYfFkh3E2gaT1d85djeNVG2zyOm18DTJCxNFjRdjDnSAgd+4FONaLCgAUyVnZ2yCp7ydTDBbqKOd8jhDmv7B10PBxbH0yWwdHM9/N/sSNQoVB9HEZOssPiEx2vVHPLdlHCbk1PoyLt5DqyBp8lYOgTNzLhCUKg2q/IqLLKIMp7htTFpm1FlziHtTukGJ6fckXfDHFgJT5OxdBydlgGVBsFfeHLO4woZb508dp1wDetqU+ok8qhBadDuzdtZ0ZG4VQ4shqdLYenQaBaAEpOlNvI1broB62yVfAoVVWSFhV/A8/jkrnLH00mxrF9w3ZQhtbPTR2IWB5jbRfB0SSwdgiZrisdnZtLUZvzBcK8y+8h3Zsynm54XEWB9ZRVITTcffeWO9B1xYCE8XQxLk9+jmXNuYKY3J74HchwBIqPhhdqOAAjvBRE+NJe/eXPgJfKiyVkDO7QZ3qPZukbzEoY1GlFlmoMoPb7ctXuK42nUekhzIXmk0najgHke4waPm/yWv1Zqxcu1Drg8LubW9TAbdmxrLH5uyx3dmp9BuXOfEfHaLPxdkOJ9E/zHvw+ecaoxwq83+FZzMDI35thpJGNqxMtOh5PVbcYeXoHALdZErQLfwPZH37TvSNr7FEqDLygsBI3Cz9Y1moehnX+6kxcMxS/D3pSYeF5i4zH0XW3F79E0vqVMvEemp7jFuAk/zh0W5T2GCrir0ABzx3+N+ZnLRbAj78biZ5MaDYNRcKi1PMFfMWwSdsH5U5YuFL9zpCT3i4O5L7RRbFPkjtN1rHG3rr9dLI+y7Vfwym+fX80/WTKWVrw4w6R726dNywX5LuGg+eD6vby0w5O0W1oMO3IInmXjZ7CgoXIXdtY/CY6ZNtoRDOE3VfGf/bMlaYLK17DdzfWrAajOHf8++CCEFVZD/s3SfN+bl2e31IcX0hUw5d+zDtoc8dq4tOns+rgl7hmDZoSuo7DrxK+wpNcrLHMi7MukgfAbNxQ7lsnCz2BBQ8Uu6NzznB3KJQWIElNNRebUd5zj3wdhDHxxootjFGG1G8ESQITbR5ZVQO99V2/FS+SRP8taLCjG7Lefj39CnYYdsZWFn8GChsnq+rU6G24kyrkAkiRtzBMjnXwFSzgK4CrYXExDyCOUmtCJcrkLrrd+6vQrBFk/9dBbaTWDV4BdO1LITR/Kx6RnRBbHRdJcTC6qIbw+kc/jpmWspxBY+Fcl+nRJvDi2usYmDxXG/gxHoc3EdnME9ap8KjW+OHZsG35l4WewoCkNLMtLhwRz7yIqV0oZhYbqniqvx6iwI8X48u/CpGLmTefurAWXKuhzabuuWfUVGZTu+GLGNz0FFCJB+8BVAPuLe2XB01O8Mdk2XYhbEjQXwwvjEkd1Ht3F+K9xC4KXs+CmaGAGD31eEzuOaDB+bmYY/yWqVHC4sFzcajaJPsJT0azIo+3IG6e6oTSV2brrWJuOiPV+K0i9lVJj8Xr6EsdY7RfydO/UhheFR/0o+dzBwj93ZAXRnmlN7Mi3wfi57eJynAhVMxf32H8S7GqiLU2h4RW2QqR8FFCC+/0f4xVCYcciPOntWMpbr5OW6sT78E+UpAlUrfq6HqGCKh7LaEw1XuO0/dSuJD3h8WZsSL/Ma7udRF3y5NLC1IWolhQ0pc4OXCjRtqjqJU/STMWWLyD28qCjC214ca60Qzm/aja+ZW5bjlcMGTdaYFsP5Z33ct+d96LOUh4XpeR4NUgXc4m/FX+hRPvHmtixV4Px0yloqMgd1IlxEbrYKip2jFeNL1v1ZZpAKs6/+LOIep04QXJGpAUV9yxhZAT1BbDgVo53hIMmhSsY/ZkGv3NUEGH7YbwAeswTbsrMQJw8uPp/H3SsOQRfxNFieKE95+4MR8SXteScIRR5qcMNRkx4hA2CBTesE1w1VDVyceC60R5kXwLhVyNNN6ud+EtlWlzL3rWkDY6O/bTv4tg1XxGWHRWltuWF66GVbttSYuO/xnQnq2CUcaRbedmCb7Rkh41fhWK/c5jm0eH498GZZ2ureEnDHoEbBYgCpdBeCLvwpfsHJwiZym9Ux3g34X/UP6G2ChoYEaRyZMwz3IrxjLA7k5TUUP3e/vT+aLcZcykCoVNqWif5zOMz5Nhifo9Dd+Q//n0QJsxIi+Ildxw5uCGvAkVtpYIx4hU6Sbsx3c04bdZ4H8i2eAxoHvDEMBZ/vRoNdW/in1BbBQ0dDFIZV7uDA6ocmwirNSitK8wmbhaiHYXHXOQ1scc9x+qZ23O97/JMVrGpq4/ksyprK9GPuf7NMrUr0OemRfEy82AUIFKyMz2Eqp8pT1hH1aQipDCSxuJvTezY78H4uTF3D7kAFSj3PAqcMp1J63LiHvyMKQAC151lb/9EOZXFaT67FsPUNsrld4+XOJhkRqjcgJYHij/lSTyuJYegp4Y94y+NrRc/rRqNbIAJVqTUTYZdhU7yy0iPSmdEudX+pfKsM/0Rjs/JLjQz+q82o3FY+82cmhTVB0CmCTPcS3FenAspABVXo2TvhIcSf38M3pH+LjLady14OclnHnEhPs6ItIB/85Eojsp2nBPxaneSdp4p+JOnWdixUdq3zKL4ubHhDkrSVjuG/nRFZxGPGIlhhsMAyPcK79yLM7R3wQ8t7fUJM1xcQca26nmMTos1Zsl23OUbAdtRk0c7NTAfDfUefSq3Yh1ly0nOqYvmvhw5k/+a8CKL5PvxT6gD8dP7C3uAUKkbbpHwV+w0hH0XQa0mCSANw4VmQPzmif4qLN11yudtxxSM2qS74yj9k1BV+HzG4yI1XruOC9V4DebGa9sxf4injrMrVtICxfbl7+CvOFBml/9kSb93j5c4bWnu3HgUoFJaA5VbJsYsHjwFJGFu2HfBwiaG24k/8rZSLJuFHSuj3GL4oa3wC3u3raOICWTsWiS7EipNY2V8TniY9JZ0tbMmHnTFV1TlpnpTnO3zCEK1mtZ+pPzRVZC9qcWNCdqmGugixDh3j5cyo+K8dV4YkMfjTWse0jvxV26v7rds7EMOdqxmcfz0Cpr64I7wLBz4gVrVqgYJGsBV0SwpJ3DKryMQ7CbqcDdWW7Ptg/bLgSzsOMw18HOzX/5eVc/VKlQxswnQKCw8vnlFmkO+GxVuE3MKHXk3x4HR2HEkS+HnEDQbwA2T7TFMNViBMZjI73lfG8HxT5aDuXZdGcdiRy4siZ90dNJ6ripdEOFkvCriDs+sHNDA/AvPIPtOBIm3Th65TjGsq02gk8ij9qRBsjdvZ0VH4lY4kIUdO83cu0ldHD/UW5EjtBHCSaNR/fqr9CRLOlEHLcEBJkjBPujfLCNInDOFhV/O8/jkzYbX3J0Uy/ol2KsyzHYO+soTmcvB2JEVEQNz4cdb6jNZ8ujt28lfhbjyaVx2eIBAbUPDbqthmDQnsr5znIjv/aoCeQSYO5ngPOiKOMCc9mLH4ZJvcfz8HzyQI0wlOQd6AAAAAElFTkSuQmCC\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}e^{i \\alpha_{1}} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} & i e^{i \\beta_{1}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)}\\\\i e^{- i \\beta_{1}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} & e^{- i \\alpha_{1}} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)}\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡  ⅈ⋅α₁    ⎛θ₁⎞       ⅈ⋅β₁    ⎛θ₁⎞⎤\n",
       "⎢ ℯ    ⋅cos⎜──⎟    ⅈ⋅ℯ    ⋅sin⎜──⎟⎥\n",
       "⎢          ⎝2 ⎠               ⎝2 ⎠⎥\n",
       "⎢                                 ⎥\n",
       "⎢   -ⅈ⋅β₁    ⎛θ₁⎞   -ⅈ⋅α₁    ⎛θ₁⎞ ⎥\n",
       "⎢ⅈ⋅ℯ     ⋅sin⎜──⎟  ℯ     ⋅cos⎜──⎟ ⎥\n",
       "⎣            ⎝2 ⎠            ⎝2 ⎠ ⎦"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "theta1, alpha1, beta1 = sp.symbols('theta1 alpha1 beta1', real=True)\n",
    "alice = U_theta_alpha_beta(theta=theta1, alpha=alpha1, beta=beta1)\n",
    "alice"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "7ec0b58f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAARoAAAA0CAYAAABVYvdIAAAACXBIWXMAAA7EAAAOxAGVKw4bAAATYElEQVR4Ae2d25HcthKGR1sbgLybgZ2BLUdw5Ax0iUByBnbpSXpz2RnoOIIjKQPbEWitDOwMvNoMdP4Pg6YBEgQJcngbsaswuDVujR+NBsiZuffy5cv7hwS9evXqLpE8Kkl10taV/L9HVXSmhSWXLzW0H+X+YoiK/4K/U7cEJKsdWzUxLYEnPw+1nhwOF0r5U+5jzf3c4DxNwgtV8+g0VW2vFk3Cc7mHqZ77CXqtvB8VRsE89Wkp9tY0laGOz5FasSWZfCmH7M39cA4C8uOZDE+qfwiW3kq2dX3y9tIL/DtV+vvUwlcb7NafJWnsKNhv5P+3RQBM0FvlmyV5qzggetfC35b8s+r4Te67NoZzTNd4k9hS+tca7wP5ldwV/khczmS9OZGo73PgqRhL6leEO8WfS7iPsWh2mlgCEjZm/Qv536eaUjpHpofyq8Wg+FWKtytNdXAsRWGdxa7dNd4e+ViGlVwVRnnfyN+ykpkFT5LRybBkFk2P+RrO4ieXneVbhR/Xa1IaRzXuJRDgteJud5J/X26zgAjGibWSM0MZb92iRF6D7rIkM3brv7x/DvILRBkHNUYURxJbykOBv5eP0r2Wwwq4U/wb+Vum2fAkWZ0ES5MrGnUU5fG1/F/kPhGXq8CvMArmsfwPzLx8txvL556Cc3fSJIZ3C6RxAHZM98ikrPWdxfK3eOxujDIHxU0m5CNH0r+SQ0Z1xaTkiFBsv8o1FHvEtZKIxoMy+Ep+0upLdVO8WWypDHJ7I4d1SJi6OQ5wZzNIiat8lqhbDNx7ctdWWVLZQgWZvv658TQaS5cFYxzKyiSjFdlNWEyhkmEAH5TmFpRv4Df53/s0wo4UH7LYrPiSPoqyC3CAk3syB375yCUsg2L5gkHIZ3Fx2XaPeIYoz6KKFHuGf+kslEDpfVQrtvxgUFzgDefkqfj/FKYtFMEUmGIumaOprKYl8DQaS5MrGk2mLR4mlwUU0hNF6jsu/LbwQmtmyGIL21oqzGVYzppx/TI5+U4ilxCoYRjZsHCypPo4IqDAqStUWtlyS2Wqr1hqRWQyk5/CVltd18pAEUAnx5T68rvcF3Kdc3TsQvHn7HhiLHKjsHRRPMwBBdRJJpbdA8uG87QR6XUT9lZppP9kTN4vXmy18rNHg7HedDSOVceYD/JRxs/kV3IJw8rjeFVXzkpKEu325U1WsPZEySaJLZ/+T6L/4JA7DmgSTKntu2P1p/1UvbZ2lsDTKCzNomgkbiaXxcQEsPsYoSXZoUN6SgReObf4fLxaeIqXLDaKL0WMOzoutnQEy42nUoyLR9PvUnxKRwlh8nfdz1hx7r8eWORM/TZsMe7ISpLcuAfiiZOTn/ytYWpJPI3C0uUpwKcJQyG8kLMdhAlmQZhmZ2KfKs5Es5iM2G25R0BTM+m8NUw57hXgJS1adEq3xYaSyhL1iIH2rB/wv1d6VWfAgyChxmWreOgfk0w91AkxnnBHPKbGn98qGrYd5/qY6kE+WeUhHsbhZKrwD3J93hpGRsgS19kP353ZPPqlxjgKIPM/FW8c8TzPEGwxZ69VHhwxdtpC6TfkprQSTLViQfWwaWIt4XOEctakfMpwMU86l9PMJXeWEBgBk41+udz4Y0k8jcLSaEUjAbEAmajwyRGCBRzujkU8TLQTuvyKlI4iSaWHVk/I33uxqW4mldt/jiFOscinr5zLARwWFv0EGNVFrMIHpWNV2JMyAIoyjO5ZFE/2kfIBUfY2iA8Kqi3GQV9RMNSB3PoA09pGFgBlbYQVh/J086LORYrGpw/CFgNVecacHbd4SjCVxYLqYl54KZP5qsj3g3Q2sys5hy0YlMa8omTfyVE+R0viaRSWLnOj6sqTYABw+JTIigCc6omRJY7x1VbpYkOBoFAq60VxJgq6O3pOyaQmGAXJ5GNlAAweJ9atAhZAF1G2CzxddRzUdpfl1FaHjZN+rIo0JhbYe98pNptITsqfHFtqoxRTHMf6YMEWpR9e5THGh2q32lwVZsODgTUTKVoSa7QknkZhaZSikRBssdlRB7lcy2ERZI8CMJaQ6uu92MSLQgHI0a6vdJSOWTfkA2YDu4JHEp9NPscjdlyAw2vrjAkFinKK6j6WbHzSjzbQOWbV86lRqjBBdbQ96s62XdjMqdmdVekrfSK/fvk/GFuSB3P7oavD4uuNKeoSP8ehoViw7txYoOaDlS5aEk+jsDRW0aCF+y66LiGeMh8FAv1z9JKfxnOXzD0mAlgIQL6Q41yNqc1RiidoXccn6r6SayXV0aYkWssUZFjbo0BS0F5vVo3byV0+MmUB1XfzwdhSnZ1KpndHm4xDsdCsqTxlSTyNwtJF+VgbJRoWQYNj/gQzw6OnDrVuGA8gbyN2XaeQ5GPZ8AIYigEF81xhU0Rt5ZdOt7EB0LUSCpzN6k7O+mt9XRW21L8tY8FkOtS3uRmEpbEWDYv1OtVzTcojufB+JMU2SZraBbTsapypG2R9g0+ZXPJG/VQ6uyn0Vg5lAsCqo5LysWYoR/253RP52AQp2I9UN2VYgJADt3wutUsnedQu5Fqf8MOPE/m6hwbyGbOF14itMVg4hSSXxNMoLF2MHD3HCFuUrirAI/dakdwCHNlsr+JcuLnfIQm51Tf6bH37j8JPlAaAQoKH72bZPRNPR+oKg7jlh2XDMDtyUtmFTIkwRzMsKBzjuJWLnmQkyqSSUFIo3VIFlaprijSnRNU/7j4I2ysGtLVWbPXFQh0vjMkWK+EhtCSeRmHpnn5hj8nlu0VdiyYpGJXjPQWsGgMJiqba/ZOFZkpUP5hsAAtZ/6KnTOJBgOyithiJ8/6Fk4d8FCnWS3jfw3g7L7x9WS6Pi15JVzkuiHnkbn2wRcgjUlOSYsmTeFH4vJtUPeXIl5g/V33DanRPKBWO7mkUXxW21J8sFpTPhoVVZpsv8/dMjvkjnfsocEY6l9+kcwyH36Wrjta58u0vgie1PQhLKud+j+ZSAxxFqmgVSiU1CPWNycte2IoHc7SVR/mAwi34VBu5NMr6PmDVlNRBf9qeTuSarOfRLgBZLUk+uYW1Kmx1YUH5bAKp8eTSo2N7bqJoXw5ML4GnUVgarWhygtnznATe6BOLqLeiEZiinV1lUTzh42BF86Q67ouDHZb2dzofCcyOp1Ng6eJ85L/akWBRYD4OIk0yyuKRHI9VS4h3U9zTnJJCO+/qJbAEnkZjaVc0E+NKigKzGZMXZVFEKsMZnjsm7mYwmUuIeyd7glNSbuddsQQWwtNoLO1Hp3lAxYXgH3Il53GUDE+dOHYd5BPH504pS+LBguJCu5M3W9GeuVYJzIanU2Fpt2hmgJImC2vkJ/n2BCzbqvhQKpjIKAu+gMfxiV3lVi5LvixfcF3VRWq203tmkQQ0t7Pg6ZRY2hVN0RQPZ9akYc3wg+E8yuwi3pmBD9/ccw+wrrIopNSTj65ye/6GJDATnk6GpdHv0Uw5NxImT054D2Q/AnhBSxZYOwDAvRek+G65/CubHS9eFilvCeyoTfcezdotmhcSWPISFaExiMDxctfmyY8nafUoj4XEkYq7GxTMU5/We9zip/y5UiteznXA4bg0t6yHybBDW0Pxcxl2dG1hDYqdu0FK586C3wWp3jdReP/3wYakkgl8vYG3mt0lc5Jjo4kaUxIvGx1OUbc1dvcKhPxqTdQq4A1sfvSN+x2I+z6UUu8HFBQSDcLP2i2a49Can+zklUAVRmA3gRCbJVaeor5jrfA9muRbykrnyPRQfjVuxa9Kh6XyHEMB3FlYgKXjP0d+zeUs2EF2Q/GzSotGg0FxYLU0/tlSeSw4fmOVhcJ3jtDkfHGw9IU2FVsVsePkjjXs1vW3i5FR8f2VZMW3z8/mnyw1lla8MMPK52kfd1osyGvFneUjn+/l2Q6vrM3SbNhBQpJZMX56KxpVzsIu+ifBIdOmdgCD+01VhRv/bKk8QMVr2OzmhLEAMOf2fx88LiQUceMH1pVWJ5Tar3KbfkLVhRflo2DC37N21pzSuePiTmfTxy1wrzFwjZA7CrNO+AqLvV5BmYPivEyKTz7rri92KFaEn0tK9CQWdOl5rmfVERsKBI2JpYJw6jvO/u+DEozkwkSHxygWUMm/WVIWBb31Xb0VL15G/CyrW1AaL8S3n/d/Qh2HHeRYhJ/eikaTlfu1OhpOksph3psmTfL4RCYfxeKOAvJRbCymPsQRCo0MlS64Y6nMp/rCVwiKfuohU10qi0eAuR3JlTHZ+AqeyA+Pi2GYnamuoH2xo6e6OG6yAKknVFgR39wR9emUeGFsdYsNfCEffoYjtGZOjpuZZDc7dhiXZFeEn96KZqjQ1CHA3LmIwvpVBqWBOYfJyzHKTDzSw9+FsWLwGmiKFpxV0OWrD9mF21W+LZ/x+bybNh6fzs7srA/5KGB+ca+6nwnDykOx1xeYrybyaBO+NSmak+FF4wIvlYwUhm7lSP+JSECT4Cao/+RBzfmS2GE8vfFzcfLRn6ZCFAcLi8WNZWP0QIHIshIPd0c8cXIXpfJDYPVdcFb/Ej5jTR0R631BkfJUijHxeDp5jFU6Soj3bOoXx/X6iHN/gUy3Tm14QWlhvYT0lIjkw46MwnGk8NZwQ7+XxA7t98bPJdxt5CcC04zFPfSfBNuqz6WzSHiEjRIJj11ocL7/QzpKCKCwSBtvxyrNFpyzhsTXSuKlXibN6oSX9vnWNEDlVh+fI5SzFHwZLlNJ53KafnKvBH0r9148jX653PgDXtrNkupCJlnlIR76gJJhEfX5N0tkg5XkLKVsB06USVuq6oWcWaZgy/V5RBNteGGuuIdiflEkvGVOW4wXDJEWKWyll+CGsSDzcP6Y96pO2vI8LEqI8XJMq+ZS4Vb8uRLtH0tih171xk9W0agidlAmhkXIYotMbJ/OxIS3+ggNINlRRsEyUr1MHCBpkPIYXFZ5iKf3ghOvA4L86HinuLOk5ANGFA7fOapIcfpAOgC6knNPymBQGjI4+38fZKwlJLmAo9nwovaYuwaOlB5aydUQlF6CGzYYMMER1ikW+W6dyGfzwyIHB6wb7oPoiyOFsUjtyWoWf1amxafsbUte72T1hXHQ18n+CbVV0SAINfze95bJqgRFmvIRdHiDTzKEsElfhAYIjaPD/u+DE8/WWvFiwx6AGxQICqWyXhRn4UN3R88pmeg3qn06m/Bn9U+orYpGgnBa2Qvmifz65Rk7E2RmKOFruc4f7YaxlDShKL6sJUOd4gsv9TqbET/HIXaFIf9EafXfWKDmG/BqyVG0c1dS/6b6N8vRu2E0knxkVrzku9LMLcGNeJkz8BgdjZWO0jHrhnw2Y9usFTyS+LB2iDyVz4lhKP6WxA79742fVkWjwd9Rk3zuHRhQdGxSHMsFbR0JW2mTkNr5MEnFx0pRThz3GCvmM+d63uVJmtjKPyUh56tcherHVP9mae32Bkyunx15s+Kloy9js1EgkN0zHWPxp/G4dRRnVTGUETQUf0tih373xs8F3B3EAkSh3MmhcEJqaOswcwthjckBQj47y9b+iXKsiG0+c4thbBth+c3jxQ/GrhGiJ6DhQBU2HpNxLdtFOTVsGX82tk78tFo0iEFCoCK0rl3sonQsjCA5KjVI5Rb7l8pGZ7oTGB+TXVlm6j/WDJfD3N9MaUmpegdImzDineTnhbmAHFDlcynZOeGuxL8fvXekf4sMDp0LXg7IWQ5cgI8GKc/hHz5lgqPwHuegdKw7iHueMfhDpkXYoVG1T5lZ8XNBwxkybcs9BmF7REcRjhgmMOJuAOJ7reDUi9O1d8IPnq7VJ4x49QjSt1XnIdkWq2cp9tjlk4DN1MTRDgsMx0U9R5/oqVimbJjFnLJo7sLEicLnhBdEhNz3f0LtiZ/OX9gTCNG67imSwtE9jeK8i4BVYwqIi+HKMlD66kn9RVmy64TnbcbkLrWVz46D9jelivJ5JsciJZ17HRYq6VyYk87dDvwuXXU0HrEqz5FvH/n2/oqDymzynyzV783jxU+bzR0bDwoUsjUQPWXSmMEDpwBT5sR5F8xtYvKz+BNvK/myRdihMpWbDT9qy/3C3mXrKHyGGHOLZFNKJTVWjY8Jd5Peko91lpJBLj0ylVP1WhrtywFCrJrWfhi/91FkN7W0IVHaxAKdhTTOzeMlFJSft+wDA/FwvGnlUX4Wf2F79TBlfR9KsEM1s+OnU9HUB7fHJ5HAG9WKVdVL0QhckWWpcgAnfB1B0TypDnZjrDXa3mm7EijCDsNcAj8X25XvWfUcqwITs5gEGpQFxzcekZYQ70a5p4klhXbe1UlgMHYYyVz42RXNCnCjyeYYhhmMwuhN4ue8zx0BX4WwO4C+5bk3sCeIfcvsfCuTwFDsMIw58WNHJ27PMaUrUrwUuFXZPTBIAlww/yHX637Hg4SnThy5Dj6Oz51AlsSD9cSFZCdvtqI9cy0SKMIOndbcs0mdHD+qN9IjasPFzaLB/PoYOLtJV9JOc0hAE4Ri7/Vvlh4kzBnKgi/ncXzCOuExd5Z8Wb4Ee1YXs9lBn3mm5rI3dhCFx8BU+OEpdUOX3Pv0afTXaM58GucdnkCAtcHFbuvFsPKYyPrOcVB651cVxAPA2MkA505nJAHNaSd2GK74ZsfP/wE2P4zno5mXegAAAABJRU5ErkJggg==\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}e^{i \\alpha_{2}} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} & i e^{i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)}\\\\i e^{- i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} & e^{- i \\alpha_{2}} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡  ⅈ⋅α₂    ⎛θ₂⎞       ⅈ⋅β₂    ⎛θ₂⎞⎤\n",
       "⎢ ℯ    ⋅cos⎜──⎟    ⅈ⋅ℯ    ⋅sin⎜──⎟⎥\n",
       "⎢          ⎝2 ⎠               ⎝2 ⎠⎥\n",
       "⎢                                 ⎥\n",
       "⎢   -ⅈ⋅β₂    ⎛θ₂⎞   -ⅈ⋅α₂    ⎛θ₂⎞ ⎥\n",
       "⎢ⅈ⋅ℯ     ⋅sin⎜──⎟  ℯ     ⋅cos⎜──⎟ ⎥\n",
       "⎣            ⎝2 ⎠            ⎝2 ⎠ ⎦"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "theta2, alpha2, beta2 = sp.symbols('theta2 alpha2 beta2', real=True)\n",
    "bob = U_theta_alpha_beta(theta=theta2, alpha=alpha2, beta=beta2)\n",
    "bob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "286b729e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}e^{i \\alpha_{3}} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)} & i e^{i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)}\\\\i e^{- i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} & e^{- i \\alpha_{3}} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡  ⅈ⋅α₃    ⎛θ₃⎞       ⅈ⋅β₃    ⎛θ₃⎞⎤\n",
       "⎢ ℯ    ⋅cos⎜──⎟    ⅈ⋅ℯ    ⋅sin⎜──⎟⎥\n",
       "⎢          ⎝2 ⎠               ⎝2 ⎠⎥\n",
       "⎢                                 ⎥\n",
       "⎢   -ⅈ⋅β₃    ⎛θ₃⎞   -ⅈ⋅α₃    ⎛θ₃⎞ ⎥\n",
       "⎢ⅈ⋅ℯ     ⋅sin⎜──⎟  ℯ     ⋅cos⎜──⎟ ⎥\n",
       "⎣            ⎝2 ⎠            ⎝2 ⎠ ⎦"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "theta3, alpha3, beta3 = sp.symbols('theta3 alpha3 beta3', real=True)\n",
    "charlie = U_theta_alpha_beta(theta=theta3, alpha=alpha3, beta=beta3)\n",
    "charlie"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "2087cd60",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<ewl.EWL at 0x150167310>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl = EWL(psi=psi, C=C, D=D, players=[alice, bob, charlie])\n",
    "ewl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "681ac230",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}\\frac{\\sqrt{2}}{2} & 0 & 0 & 0 & 0 & 0 & 0 & \\frac{\\sqrt{2}}{2}\\\\0 & \\frac{\\sqrt{2} i}{2} & 0 & 0 & 0 & 0 & - \\frac{\\sqrt{2} i}{2} & 0\\\\0 & 0 & \\frac{\\sqrt{2} i}{2} & 0 & 0 & - \\frac{\\sqrt{2} i}{2} & 0 & 0\\\\0 & 0 & 0 & - \\frac{\\sqrt{2}}{2} & - \\frac{\\sqrt{2}}{2} & 0 & 0 & 0\\\\0 & 0 & 0 & - \\frac{\\sqrt{2} i}{2} & \\frac{\\sqrt{2} i}{2} & 0 & 0 & 0\\\\0 & 0 & - \\frac{\\sqrt{2}}{2} & 0 & 0 & - \\frac{\\sqrt{2}}{2} & 0 & 0\\\\0 & - \\frac{\\sqrt{2}}{2} & 0 & 0 & 0 & 0 & - \\frac{\\sqrt{2}}{2} & 0\\\\\\frac{\\sqrt{2} i}{2} & 0 & 0 & 0 & 0 & 0 & 0 & - \\frac{\\sqrt{2} i}{2}\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡ √2                                               √2  ⎤\n",
       "⎢ ──    0     0      0      0      0       0       ──  ⎥\n",
       "⎢ 2                                                2   ⎥\n",
       "⎢                                                      ⎥\n",
       "⎢      √2⋅ⅈ                              -√2⋅ⅈ         ⎥\n",
       "⎢ 0    ────   0      0      0      0     ──────    0   ⎥\n",
       "⎢       2                                  2           ⎥\n",
       "⎢                                                      ⎥\n",
       "⎢            √2⋅ⅈ                -√2⋅ⅈ                 ⎥\n",
       "⎢ 0     0    ────    0      0    ──────    0       0   ⎥\n",
       "⎢             2                    2                   ⎥\n",
       "⎢                                                      ⎥\n",
       "⎢                   -√2    -√2                         ⎥\n",
       "⎢ 0     0     0     ────   ────    0       0       0   ⎥\n",
       "⎢                    2      2                          ⎥\n",
       "⎢                                                      ⎥\n",
       "⎢                  -√2⋅ⅈ   √2⋅ⅈ                        ⎥\n",
       "⎢ 0     0     0    ──────  ────    0       0       0   ⎥\n",
       "⎢                    2      2                          ⎥\n",
       "⎢                                                      ⎥\n",
       "⎢            -√2                  -√2                  ⎥\n",
       "⎢ 0     0    ────    0      0     ────     0       0   ⎥\n",
       "⎢             2                    2                   ⎥\n",
       "⎢                                                      ⎥\n",
       "⎢      -√2                                -√2          ⎥\n",
       "⎢ 0    ────   0      0      0      0      ────     0   ⎥\n",
       "⎢       2                                  2           ⎥\n",
       "⎢                                                      ⎥\n",
       "⎢√2⋅ⅈ                                            -√2⋅ⅈ ⎥\n",
       "⎢────   0     0      0      0      0       0     ──────⎥\n",
       "⎣ 2                                                2   ⎦"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl.J"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "d9db9a74",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}\\frac{\\sqrt{2}}{2} & 0 & 0 & 0 & 0 & 0 & 0 & - \\frac{\\sqrt{2} i}{2}\\\\0 & - \\frac{\\sqrt{2} i}{2} & 0 & 0 & 0 & 0 & - \\frac{\\sqrt{2}}{2} & 0\\\\0 & 0 & - \\frac{\\sqrt{2} i}{2} & 0 & 0 & - \\frac{\\sqrt{2}}{2} & 0 & 0\\\\0 & 0 & 0 & - \\frac{\\sqrt{2}}{2} & \\frac{\\sqrt{2} i}{2} & 0 & 0 & 0\\\\0 & 0 & 0 & - \\frac{\\sqrt{2}}{2} & - \\frac{\\sqrt{2} i}{2} & 0 & 0 & 0\\\\0 & 0 & \\frac{\\sqrt{2} i}{2} & 0 & 0 & - \\frac{\\sqrt{2}}{2} & 0 & 0\\\\0 & \\frac{\\sqrt{2} i}{2} & 0 & 0 & 0 & 0 & - \\frac{\\sqrt{2}}{2} & 0\\\\\\frac{\\sqrt{2}}{2} & 0 & 0 & 0 & 0 & 0 & 0 & \\frac{\\sqrt{2} i}{2}\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡√2                                            -√2⋅ⅈ ⎤\n",
       "⎢──    0       0      0      0      0     0    ──────⎥\n",
       "⎢2                                               2   ⎥\n",
       "⎢                                                    ⎥\n",
       "⎢    -√2⋅ⅈ                               -√2         ⎥\n",
       "⎢0   ──────    0      0      0      0    ────    0   ⎥\n",
       "⎢      2                                  2          ⎥\n",
       "⎢                                                    ⎥\n",
       "⎢            -√2⋅ⅈ                 -√2               ⎥\n",
       "⎢0     0     ──────   0      0     ────   0      0   ⎥\n",
       "⎢              2                    2                ⎥\n",
       "⎢                                                    ⎥\n",
       "⎢                    -√2    √2⋅ⅈ                     ⎥\n",
       "⎢0     0       0     ────   ────    0     0      0   ⎥\n",
       "⎢                     2      2                       ⎥\n",
       "⎢                                                    ⎥\n",
       "⎢                    -√2   -√2⋅ⅈ                     ⎥\n",
       "⎢0     0       0     ────  ──────   0     0      0   ⎥\n",
       "⎢                     2      2                       ⎥\n",
       "⎢                                                    ⎥\n",
       "⎢             √2⋅ⅈ                 -√2               ⎥\n",
       "⎢0     0      ────    0      0     ────   0      0   ⎥\n",
       "⎢              2                    2                ⎥\n",
       "⎢                                                    ⎥\n",
       "⎢     √2⋅ⅈ                               -√2         ⎥\n",
       "⎢0    ────     0      0      0      0    ────    0   ⎥\n",
       "⎢      2                                  2          ⎥\n",
       "⎢                                                    ⎥\n",
       "⎢√2                                             √2⋅ⅈ ⎥\n",
       "⎢──    0       0      0      0      0     0     ──── ⎥\n",
       "⎣2                                               2   ⎦"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl.J_H"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "4801f139",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}\\frac{\\sqrt{2} \\left(\\frac{\\sqrt{2} e^{i \\alpha_{1}} e^{i \\alpha_{2}} e^{i \\alpha_{3}} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} - \\frac{\\sqrt{2} e^{- i \\beta_{1}} e^{- i \\beta_{2}} e^{- i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2} + \\frac{\\sqrt{2} i \\left(- \\frac{\\sqrt{2} i e^{i \\beta_{1}} e^{i \\beta_{2}} e^{i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} - \\frac{\\sqrt{2} i e^{- i \\alpha_{1}} e^{- i \\alpha_{2}} e^{- i \\alpha_{3}} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2}\\\\\\frac{\\sqrt{2} \\left(\\frac{\\sqrt{2} e^{i \\alpha_{1}} e^{i \\alpha_{2}} e^{- i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}}{2} + \\frac{\\sqrt{2} e^{i \\alpha_{3}} e^{- i \\beta_{1}} e^{- i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2} + \\frac{\\sqrt{2} i \\left(\\frac{\\sqrt{2} i e^{- i \\alpha_{3}} e^{i \\beta_{1}} e^{i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} - \\frac{\\sqrt{2} i e^{- i \\alpha_{1}} e^{- i \\alpha_{2}} e^{i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}}{2}\\right)}{2}\\\\\\frac{\\sqrt{2} \\left(\\frac{\\sqrt{2} e^{i \\alpha_{1}} e^{i \\alpha_{3}} e^{- i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} + \\frac{\\sqrt{2} e^{i \\alpha_{2}} e^{- i \\beta_{1}} e^{- i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}}{2}\\right)}{2} + \\frac{\\sqrt{2} i \\left(\\frac{\\sqrt{2} i e^{- i \\alpha_{2}} e^{i \\beta_{1}} e^{i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}}{2} - \\frac{\\sqrt{2} i e^{- i \\alpha_{1}} e^{- i \\alpha_{3}} e^{i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2}\\\\\\frac{\\sqrt{2} \\left(\\frac{\\sqrt{2} e^{i \\alpha_{1}} e^{- i \\beta_{2}} e^{- i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)}}{2} - \\frac{\\sqrt{2} e^{i \\alpha_{2}} e^{i \\alpha_{3}} e^{- i \\beta_{1}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2} + \\frac{\\sqrt{2} i \\left(- \\frac{\\sqrt{2} i e^{- i \\alpha_{2}} e^{- i \\alpha_{3}} e^{i \\beta_{1}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} - \\frac{\\sqrt{2} i e^{- i \\alpha_{1}} e^{i \\beta_{2}} e^{i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)}}{2}\\right)}{2}\\\\\\frac{\\sqrt{2} \\left(\\frac{\\sqrt{2} e^{i \\alpha_{1}} e^{- i \\beta_{2}} e^{- i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)}}{2} + \\frac{\\sqrt{2} e^{i \\alpha_{2}} e^{i \\alpha_{3}} e^{- i \\beta_{1}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2} + \\frac{\\sqrt{2} i \\left(- \\frac{\\sqrt{2} i e^{- i \\alpha_{2}} e^{- i \\alpha_{3}} e^{i \\beta_{1}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} + \\frac{\\sqrt{2} i e^{- i \\alpha_{1}} e^{i \\beta_{2}} e^{i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)}}{2}\\right)}{2}\\\\\\frac{\\sqrt{2} \\left(- \\frac{\\sqrt{2} e^{i \\alpha_{1}} e^{i \\alpha_{3}} e^{- i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} + \\frac{\\sqrt{2} e^{i \\alpha_{2}} e^{- i \\beta_{1}} e^{- i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}}{2}\\right)}{2} + \\frac{\\sqrt{2} i \\left(- \\frac{\\sqrt{2} i e^{- i \\alpha_{2}} e^{i \\beta_{1}} e^{i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}}{2} - \\frac{\\sqrt{2} i e^{- i \\alpha_{1}} e^{- i \\alpha_{3}} e^{i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2}\\\\\\frac{\\sqrt{2} \\left(- \\frac{\\sqrt{2} e^{i \\alpha_{1}} e^{i \\alpha_{2}} e^{- i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}}{2} + \\frac{\\sqrt{2} e^{i \\alpha_{3}} e^{- i \\beta_{1}} e^{- i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2} + \\frac{\\sqrt{2} i \\left(- \\frac{\\sqrt{2} i e^{- i \\alpha_{3}} e^{i \\beta_{1}} e^{i \\beta_{2}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} - \\frac{\\sqrt{2} i e^{- i \\alpha_{1}} e^{- i \\alpha_{2}} e^{i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}}{2}\\right)}{2}\\\\\\frac{\\sqrt{2} \\left(\\frac{\\sqrt{2} e^{i \\alpha_{1}} e^{i \\alpha_{2}} e^{i \\alpha_{3}} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} + \\frac{\\sqrt{2} e^{- i \\beta_{1}} e^{- i \\beta_{2}} e^{- i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2} + \\frac{\\sqrt{2} i \\left(- \\frac{\\sqrt{2} i e^{i \\beta_{1}} e^{i \\beta_{2}} e^{i \\beta_{3}} \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2} + \\frac{\\sqrt{2} i e^{- i \\alpha_{1}} e^{- i \\alpha_{2}} e^{- i \\alpha_{3}} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}}{2}\\right)}{2}\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡    ⎛    ⅈ⋅α₁  ⅈ⋅α₂  ⅈ⋅α₃    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞       -ⅈ⋅β₁  -ⅈ⋅β₂  -ⅈ⋅β₃    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞⎞   \n",
       "⎢    ⎜√2⋅ℯ    ⋅ℯ    ⋅ℯ    ⋅cos⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟   √2⋅ℯ     ⋅ℯ     ⋅ℯ     ⋅sin⎜──⎟⋅sin⎜──⎟⋅sin⎜──⎟⎟   \n",
       "⎢    ⎜                        ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                              ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠⎟   \n",
       "⎢ √2⋅⎜──────────────────────────────────────────── - ───────────────────────────────────────────────⎟   \n",
       "⎢    ⎝                     2                                                2                       ⎠   \n",
       "⎢ ─────────────────────────────────────────────────────────────────────────────────────────────────── + \n",
       "⎢                                                  2                                                    \n",
       "⎢                                                                                                       \n",
       "⎢     ⎛    ⅈ⋅α₁  ⅈ⋅α₂  -ⅈ⋅β₃    ⎛θ₃⎞    ⎛θ₁⎞    ⎛θ₂⎞       ⅈ⋅α₃  -ⅈ⋅β₁  -ⅈ⋅β₂    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞⎞  \n",
       "⎢     ⎜√2⋅ℯ    ⋅ℯ    ⋅ℯ     ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟   √2⋅ℯ    ⋅ℯ     ⋅ℯ     ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟⎟  \n",
       "⎢     ⎜                         ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                             ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠⎟  \n",
       "⎢  √2⋅⎜───────────────────────────────────────────── + ──────────────────────────────────────────────⎟  \n",
       "⎢     ⎝                      2                                               2                       ⎠  \n",
       "⎢  ─────────────────────────────────────────────────────────────────────────────────────────────────── +\n",
       "⎢                                                   2                                                   \n",
       "⎢                                                                                                       \n",
       "⎢     ⎛    ⅈ⋅α₁  ⅈ⋅α₃  -ⅈ⋅β₂    ⎛θ₂⎞    ⎛θ₁⎞    ⎛θ₃⎞       ⅈ⋅α₂  -ⅈ⋅β₁  -ⅈ⋅β₃    ⎛θ₁⎞    ⎛θ₃⎞    ⎛θ₂⎞⎞  \n",
       "⎢     ⎜√2⋅ℯ    ⋅ℯ    ⋅ℯ     ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟   √2⋅ℯ    ⋅ℯ     ⋅ℯ     ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟⎟  \n",
       "⎢     ⎜                         ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                             ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠⎟  \n",
       "⎢  √2⋅⎜───────────────────────────────────────────── + ──────────────────────────────────────────────⎟  \n",
       "⎢     ⎝                      2                                               2                       ⎠  \n",
       "⎢  ─────────────────────────────────────────────────────────────────────────────────────────────────── +\n",
       "⎢                                                   2                                                   \n",
       "⎢                                                                                                       \n",
       "⎢    ⎛    ⅈ⋅α₁  -ⅈ⋅β₂  -ⅈ⋅β₃    ⎛θ₂⎞    ⎛θ₃⎞    ⎛θ₁⎞       ⅈ⋅α₂  ⅈ⋅α₃  -ⅈ⋅β₁    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞⎞   \n",
       "⎢    ⎜√2⋅ℯ    ⋅ℯ     ⋅ℯ     ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟   √2⋅ℯ    ⋅ℯ    ⋅ℯ     ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟⎟   \n",
       "⎢    ⎜                          ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                            ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠⎟   \n",
       "⎢ √2⋅⎜────────────────────────────────────────────── - ─────────────────────────────────────────────⎟   \n",
       "⎢    ⎝                      2                                                2                      ⎠   \n",
       "⎢ ─────────────────────────────────────────────────────────────────────────────────────────────────── + \n",
       "⎢                                                  2                                                    \n",
       "⎢                                                                                                       \n",
       "⎢    ⎛    ⅈ⋅α₁  -ⅈ⋅β₂  -ⅈ⋅β₃    ⎛θ₂⎞    ⎛θ₃⎞    ⎛θ₁⎞       ⅈ⋅α₂  ⅈ⋅α₃  -ⅈ⋅β₁    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞⎞   \n",
       "⎢    ⎜√2⋅ℯ    ⋅ℯ     ⋅ℯ     ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟   √2⋅ℯ    ⋅ℯ    ⋅ℯ     ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟⎟   \n",
       "⎢    ⎜                          ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                            ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠⎟   \n",
       "⎢ √2⋅⎜────────────────────────────────────────────── + ─────────────────────────────────────────────⎟   \n",
       "⎢    ⎝                      2                                                2                      ⎠   \n",
       "⎢ ─────────────────────────────────────────────────────────────────────────────────────────────────── + \n",
       "⎢                                                  2                                                    \n",
       "⎢                                                                                                       \n",
       "⎢   ⎛      ⅈ⋅α₁  ⅈ⋅α₃  -ⅈ⋅β₂    ⎛θ₂⎞    ⎛θ₁⎞    ⎛θ₃⎞       ⅈ⋅α₂  -ⅈ⋅β₁  -ⅈ⋅β₃    ⎛θ₁⎞    ⎛θ₃⎞    ⎛θ₂⎞⎞  \n",
       "⎢   ⎜  √2⋅ℯ    ⋅ℯ    ⋅ℯ     ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟   √2⋅ℯ    ⋅ℯ     ⋅ℯ     ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟⎟  \n",
       "⎢   ⎜                           ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                             ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠⎟  \n",
       "⎢√2⋅⎜- ───────────────────────────────────────────── + ──────────────────────────────────────────────⎟  \n",
       "⎢   ⎝                        2                                               2                       ⎠  \n",
       "⎢───────────────────────────────────────────────────────────────────────────────────────────────────── +\n",
       "⎢                                                  2                                                    \n",
       "⎢                                                                                                       \n",
       "⎢   ⎛      ⅈ⋅α₁  ⅈ⋅α₂  -ⅈ⋅β₃    ⎛θ₃⎞    ⎛θ₁⎞    ⎛θ₂⎞       ⅈ⋅α₃  -ⅈ⋅β₁  -ⅈ⋅β₂    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞⎞  \n",
       "⎢   ⎜  √2⋅ℯ    ⋅ℯ    ⋅ℯ     ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟   √2⋅ℯ    ⋅ℯ     ⋅ℯ     ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟⎟  \n",
       "⎢   ⎜                           ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                             ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠⎟  \n",
       "⎢√2⋅⎜- ───────────────────────────────────────────── + ──────────────────────────────────────────────⎟  \n",
       "⎢   ⎝                        2                                               2                       ⎠  \n",
       "⎢───────────────────────────────────────────────────────────────────────────────────────────────────── +\n",
       "⎢                                                  2                                                    \n",
       "⎢                                                                                                       \n",
       "⎢    ⎛    ⅈ⋅α₁  ⅈ⋅α₂  ⅈ⋅α₃    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞       -ⅈ⋅β₁  -ⅈ⋅β₂  -ⅈ⋅β₃    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞⎞   \n",
       "⎢    ⎜√2⋅ℯ    ⋅ℯ    ⋅ℯ    ⋅cos⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟   √2⋅ℯ     ⋅ℯ     ⋅ℯ     ⋅sin⎜──⎟⋅sin⎜──⎟⋅sin⎜──⎟⎟   \n",
       "⎢    ⎜                        ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                              ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠⎟   \n",
       "⎢ √2⋅⎜──────────────────────────────────────────── + ───────────────────────────────────────────────⎟   \n",
       "⎢    ⎝                     2                                                2                       ⎠   \n",
       "⎢ ─────────────────────────────────────────────────────────────────────────────────────────────────── + \n",
       "⎣                                                  2                                                    \n",
       "\n",
       "     ⎛        ⅈ⋅β₁  ⅈ⋅β₂  ⅈ⋅β₃    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞         -ⅈ⋅α₁  -ⅈ⋅α₂  -ⅈ⋅α₃    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ\n",
       "     ⎜  √2⋅ⅈ⋅ℯ    ⋅ℯ    ⋅ℯ    ⋅sin⎜──⎟⋅sin⎜──⎟⋅sin⎜──⎟   √2⋅ⅈ⋅ℯ     ⋅ℯ     ⋅ℯ     ⋅cos⎜──⎟⋅cos⎜──⎟⋅cos⎜─\n",
       "     ⎜                            ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                                ⎝2 ⎠    ⎝2 ⎠    ⎝2\n",
       "√2⋅ⅈ⋅⎜- ────────────────────────────────────────────── - ───────────────────────────────────────────────\n",
       "     ⎝                        2                                                  2                      \n",
       "────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
       "                                                     2                                                  \n",
       "                                                                                                        \n",
       "      ⎛      -ⅈ⋅α₃  ⅈ⋅β₁  ⅈ⋅β₂    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞         -ⅈ⋅α₁  -ⅈ⋅α₂  ⅈ⋅β₃    ⎛θ₃⎞    ⎛θ₁⎞    ⎛θ₂\n",
       "      ⎜√2⋅ⅈ⋅ℯ     ⋅ℯ    ⋅ℯ    ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟   √2⋅ⅈ⋅ℯ     ⋅ℯ     ⋅ℯ    ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──\n",
       "      ⎜                           ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                               ⎝2 ⎠    ⎝2 ⎠    ⎝2 \n",
       " √2⋅ⅈ⋅⎜─────────────────────────────────────────────── - ───────────────────────────────────────────────\n",
       "      ⎝                       2                                                 2                       \n",
       " ───────────────────────────────────────────────────────────────────────────────────────────────────────\n",
       "                                                     2                                                  \n",
       "                                                                                                        \n",
       "      ⎛      -ⅈ⋅α₂  ⅈ⋅β₁  ⅈ⋅β₃    ⎛θ₁⎞    ⎛θ₃⎞    ⎛θ₂⎞         -ⅈ⋅α₁  -ⅈ⋅α₃  ⅈ⋅β₂    ⎛θ₂⎞    ⎛θ₁⎞    ⎛θ₃\n",
       "      ⎜√2⋅ⅈ⋅ℯ     ⋅ℯ    ⋅ℯ    ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟   √2⋅ⅈ⋅ℯ     ⋅ℯ     ⋅ℯ    ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──\n",
       "      ⎜                           ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                               ⎝2 ⎠    ⎝2 ⎠    ⎝2 \n",
       " √2⋅ⅈ⋅⎜─────────────────────────────────────────────── - ───────────────────────────────────────────────\n",
       "      ⎝                       2                                                 2                       \n",
       " ───────────────────────────────────────────────────────────────────────────────────────────────────────\n",
       "                                                     2                                                  \n",
       "                                                                                                        \n",
       "     ⎛        -ⅈ⋅α₂  -ⅈ⋅α₃  ⅈ⋅β₁    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞         -ⅈ⋅α₁  ⅈ⋅β₂  ⅈ⋅β₃    ⎛θ₂⎞    ⎛θ₃⎞    ⎛θ\n",
       "     ⎜  √2⋅ⅈ⋅ℯ     ⋅ℯ     ⋅ℯ    ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟   √2⋅ⅈ⋅ℯ     ⋅ℯ    ⋅ℯ    ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜─\n",
       "     ⎜                              ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                              ⎝2 ⎠    ⎝2 ⎠    ⎝2\n",
       "√2⋅ⅈ⋅⎜- ──────────────────────────────────────────────── - ─────────────────────────────────────────────\n",
       "     ⎝                         2                                                  2                     \n",
       "────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
       "                                                     2                                                  \n",
       "                                                                                                        \n",
       "     ⎛        -ⅈ⋅α₂  -ⅈ⋅α₃  ⅈ⋅β₁    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞         -ⅈ⋅α₁  ⅈ⋅β₂  ⅈ⋅β₃    ⎛θ₂⎞    ⎛θ₃⎞    ⎛θ\n",
       "     ⎜  √2⋅ⅈ⋅ℯ     ⋅ℯ     ⋅ℯ    ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟   √2⋅ⅈ⋅ℯ     ⋅ℯ    ⋅ℯ    ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜─\n",
       "     ⎜                              ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                              ⎝2 ⎠    ⎝2 ⎠    ⎝2\n",
       "√2⋅ⅈ⋅⎜- ──────────────────────────────────────────────── + ─────────────────────────────────────────────\n",
       "     ⎝                         2                                                  2                     \n",
       "────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
       "                                                     2                                                  \n",
       "                                                                                                        \n",
       "      ⎛        -ⅈ⋅α₂  ⅈ⋅β₁  ⅈ⋅β₃    ⎛θ₁⎞    ⎛θ₃⎞    ⎛θ₂⎞         -ⅈ⋅α₁  -ⅈ⋅α₃  ⅈ⋅β₂    ⎛θ₂⎞    ⎛θ₁⎞    ⎛\n",
       "      ⎜  √2⋅ⅈ⋅ℯ     ⋅ℯ    ⋅ℯ    ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟   √2⋅ⅈ⋅ℯ     ⋅ℯ     ⋅ℯ    ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜\n",
       "      ⎜                             ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                               ⎝2 ⎠    ⎝2 ⎠    ⎝\n",
       " √2⋅ⅈ⋅⎜- ─────────────────────────────────────────────── - ─────────────────────────────────────────────\n",
       "      ⎝                         2                                                 2                     \n",
       " ───────────────────────────────────────────────────────────────────────────────────────────────────────\n",
       "                                                      2                                                 \n",
       "                                                                                                        \n",
       "      ⎛        -ⅈ⋅α₃  ⅈ⋅β₁  ⅈ⋅β₂    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞         -ⅈ⋅α₁  -ⅈ⋅α₂  ⅈ⋅β₃    ⎛θ₃⎞    ⎛θ₁⎞    ⎛\n",
       "      ⎜  √2⋅ⅈ⋅ℯ     ⋅ℯ    ⋅ℯ    ⋅sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟   √2⋅ⅈ⋅ℯ     ⋅ℯ     ⋅ℯ    ⋅sin⎜──⎟⋅cos⎜──⎟⋅cos⎜\n",
       "      ⎜                             ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                               ⎝2 ⎠    ⎝2 ⎠    ⎝\n",
       " √2⋅ⅈ⋅⎜- ─────────────────────────────────────────────── - ─────────────────────────────────────────────\n",
       "      ⎝                         2                                                 2                     \n",
       " ───────────────────────────────────────────────────────────────────────────────────────────────────────\n",
       "                                                      2                                                 \n",
       "                                                                                                        \n",
       "     ⎛        ⅈ⋅β₁  ⅈ⋅β₂  ⅈ⋅β₃    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞         -ⅈ⋅α₁  -ⅈ⋅α₂  -ⅈ⋅α₃    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ\n",
       "     ⎜  √2⋅ⅈ⋅ℯ    ⋅ℯ    ⋅ℯ    ⋅sin⎜──⎟⋅sin⎜──⎟⋅sin⎜──⎟   √2⋅ⅈ⋅ℯ     ⋅ℯ     ⋅ℯ     ⋅cos⎜──⎟⋅cos⎜──⎟⋅cos⎜─\n",
       "     ⎜                            ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                                ⎝2 ⎠    ⎝2 ⎠    ⎝2\n",
       "√2⋅ⅈ⋅⎜- ────────────────────────────────────────────── + ───────────────────────────────────────────────\n",
       "     ⎝                        2                                                  2                      \n",
       "────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
       "                                                     2                                                  \n",
       "\n",
       "₃⎞⎞ ⎤\n",
       "─⎟⎟ ⎥\n",
       " ⎠⎟ ⎥\n",
       "──⎟ ⎥\n",
       "  ⎠ ⎥\n",
       "─── ⎥\n",
       "    ⎥\n",
       "    ⎥\n",
       "⎞⎞  ⎥\n",
       "⎟⎟  ⎥\n",
       "⎠⎟  ⎥\n",
       "─⎟  ⎥\n",
       " ⎠  ⎥\n",
       "──  ⎥\n",
       "    ⎥\n",
       "    ⎥\n",
       "⎞⎞  ⎥\n",
       "⎟⎟  ⎥\n",
       "⎠⎟  ⎥\n",
       "─⎟  ⎥\n",
       " ⎠  ⎥\n",
       "──  ⎥\n",
       "    ⎥\n",
       "    ⎥\n",
       "₁⎞⎞ ⎥\n",
       "─⎟⎟ ⎥\n",
       " ⎠⎟ ⎥\n",
       "──⎟ ⎥\n",
       "  ⎠ ⎥\n",
       "─── ⎥\n",
       "    ⎥\n",
       "    ⎥\n",
       "₁⎞⎞ ⎥\n",
       "─⎟⎟ ⎥\n",
       " ⎠⎟ ⎥\n",
       "──⎟ ⎥\n",
       "  ⎠ ⎥\n",
       "─── ⎥\n",
       "    ⎥\n",
       "    ⎥\n",
       "θ₃⎞⎞⎥\n",
       "──⎟⎟⎥\n",
       "2 ⎠⎟⎥\n",
       "───⎟⎥\n",
       "   ⎠⎥\n",
       "────⎥\n",
       "    ⎥\n",
       "    ⎥\n",
       "θ₂⎞⎞⎥\n",
       "──⎟⎟⎥\n",
       "2 ⎠⎟⎥\n",
       "───⎟⎥\n",
       "   ⎠⎥\n",
       "────⎥\n",
       "    ⎥\n",
       "    ⎥\n",
       "₃⎞⎞ ⎥\n",
       "─⎟⎟ ⎥\n",
       " ⎠⎟ ⎥\n",
       "──⎟ ⎥\n",
       "  ⎠ ⎥\n",
       "─── ⎥\n",
       "    ⎦"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl.amplitudes(simplify=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "600fbca1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}i \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\sin{\\left(\\beta_{1} + \\beta_{2} + \\beta_{3} \\right)} + \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\alpha_{1} + \\alpha_{2} + \\alpha_{3} \\right)}\\\\- i \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(- \\alpha_{3} + \\beta_{1} + \\beta_{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)} + \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\alpha_{1} + \\alpha_{2} - \\beta_{3} \\right)}\\\\- i \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\sin{\\left(- \\alpha_{2} + \\beta_{1} + \\beta_{3} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} + \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\alpha_{1} + \\alpha_{3} - \\beta_{2} \\right)}\\\\- i \\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\alpha_{2} + \\alpha_{3} - \\beta_{1} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)} + \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(- \\alpha_{1} + \\beta_{2} + \\beta_{3} \\right)}\\\\\\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\alpha_{2} + \\alpha_{3} - \\beta_{1} \\right)} - i \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\sin{\\left(- \\alpha_{1} + \\beta_{2} + \\beta_{3} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)}\\\\\\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(- \\alpha_{2} + \\beta_{1} + \\beta_{3} \\right)} - i \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\alpha_{1} + \\alpha_{3} - \\beta_{2} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}\\\\\\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(- \\alpha_{3} + \\beta_{1} + \\beta_{2} \\right)} - i \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\sin{\\left(\\alpha_{1} + \\alpha_{2} - \\beta_{3} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)}\\\\\\sin{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos{\\left(\\beta_{1} + \\beta_{2} + \\beta_{3} \\right)} + i \\sin{\\left(\\alpha_{1} + \\alpha_{2} + \\alpha_{3} \\right)} \\cos{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos{\\left(\\frac{\\theta_{3}}{2} \\right)}\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡      ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞                        ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞                    ⎤\n",
       "⎢ ⅈ⋅sin⎜──⎟⋅sin⎜──⎟⋅sin⎜──⎟⋅sin(β₁ + β₂ + β₃) + cos⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟⋅cos(α₁ + α₂ + α₃)  ⎥\n",
       "⎢      ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                        ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                    ⎥\n",
       "⎢                                                                                          ⎥\n",
       "⎢       ⎛θ₁⎞    ⎛θ₂⎞                       ⎛θ₃⎞      ⎛θ₃⎞    ⎛θ₁⎞    ⎛θ₂⎞                  ⎥\n",
       "⎢- ⅈ⋅sin⎜──⎟⋅sin⎜──⎟⋅sin(-α₃ + β₁ + β₂)⋅cos⎜──⎟ + sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟⋅cos(α₁ + α₂ - β₃)⎥\n",
       "⎢       ⎝2 ⎠    ⎝2 ⎠                       ⎝2 ⎠      ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                  ⎥\n",
       "⎢                                                                                          ⎥\n",
       "⎢       ⎛θ₁⎞    ⎛θ₃⎞                       ⎛θ₂⎞      ⎛θ₂⎞    ⎛θ₁⎞    ⎛θ₃⎞                  ⎥\n",
       "⎢- ⅈ⋅sin⎜──⎟⋅sin⎜──⎟⋅sin(-α₂ + β₁ + β₃)⋅cos⎜──⎟ + sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟⋅cos(α₁ + α₃ - β₂)⎥\n",
       "⎢       ⎝2 ⎠    ⎝2 ⎠                       ⎝2 ⎠      ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                  ⎥\n",
       "⎢                                                                                          ⎥\n",
       "⎢       ⎛θ₁⎞                      ⎛θ₂⎞    ⎛θ₃⎞      ⎛θ₂⎞    ⎛θ₃⎞    ⎛θ₁⎞                   ⎥\n",
       "⎢- ⅈ⋅sin⎜──⎟⋅sin(α₂ + α₃ - β₁)⋅cos⎜──⎟⋅cos⎜──⎟ + sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟⋅cos(-α₁ + β₂ + β₃)⎥\n",
       "⎢       ⎝2 ⎠                      ⎝2 ⎠    ⎝2 ⎠      ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                   ⎥\n",
       "⎢                                                                                          ⎥\n",
       "⎢    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞                          ⎛θ₂⎞    ⎛θ₃⎞                       ⎛θ₁⎞ ⎥\n",
       "⎢ sin⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟⋅cos(α₂ + α₃ - β₁) - ⅈ⋅sin⎜──⎟⋅sin⎜──⎟⋅sin(-α₁ + β₂ + β₃)⋅cos⎜──⎟ ⎥\n",
       "⎢    ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                          ⎝2 ⎠    ⎝2 ⎠                       ⎝2 ⎠ ⎥\n",
       "⎢                                                                                          ⎥\n",
       "⎢    ⎛θ₁⎞    ⎛θ₃⎞    ⎛θ₂⎞                           ⎛θ₂⎞                      ⎛θ₁⎞    ⎛θ₃⎞ ⎥\n",
       "⎢ sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟⋅cos(-α₂ + β₁ + β₃) - ⅈ⋅sin⎜──⎟⋅sin(α₁ + α₃ - β₂)⋅cos⎜──⎟⋅cos⎜──⎟ ⎥\n",
       "⎢    ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                           ⎝2 ⎠                      ⎝2 ⎠    ⎝2 ⎠ ⎥\n",
       "⎢                                                                                          ⎥\n",
       "⎢    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞                           ⎛θ₃⎞                      ⎛θ₁⎞    ⎛θ₂⎞ ⎥\n",
       "⎢ sin⎜──⎟⋅sin⎜──⎟⋅cos⎜──⎟⋅cos(-α₃ + β₁ + β₂) - ⅈ⋅sin⎜──⎟⋅sin(α₁ + α₂ - β₃)⋅cos⎜──⎟⋅cos⎜──⎟ ⎥\n",
       "⎢    ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                           ⎝2 ⎠                      ⎝2 ⎠    ⎝2 ⎠ ⎥\n",
       "⎢                                                                                          ⎥\n",
       "⎢    ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞                                            ⎛θ₁⎞    ⎛θ₂⎞    ⎛θ₃⎞  ⎥\n",
       "⎢ sin⎜──⎟⋅sin⎜──⎟⋅sin⎜──⎟⋅cos(β₁ + β₂ + β₃) + ⅈ⋅sin(α₁ + α₂ + α₃)⋅cos⎜──⎟⋅cos⎜──⎟⋅cos⎜──⎟  ⎥\n",
       "⎣    ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠                                            ⎝2 ⎠    ⎝2 ⎠    ⎝2 ⎠  ⎦"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl.amplitudes()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "5fb2ee16",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\left[\\begin{matrix}\\sin^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\sin^{2}{\\left(\\beta_{1} + \\beta_{2} + \\beta_{3} \\right)} + \\cos^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos^{2}{\\left(\\alpha_{1} + \\alpha_{2} + \\alpha_{3} \\right)}\\\\\\sin^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin^{2}{\\left(- \\alpha_{3} + \\beta_{1} + \\beta_{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} + \\sin^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos^{2}{\\left(\\alpha_{1} + \\alpha_{2} - \\beta_{3} \\right)}\\\\\\sin^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\sin^{2}{\\left(- \\alpha_{2} + \\beta_{1} + \\beta_{3} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} + \\sin^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos^{2}{\\left(\\alpha_{1} + \\alpha_{3} - \\beta_{2} \\right)}\\\\\\sin^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin^{2}{\\left(\\alpha_{2} + \\alpha_{3} - \\beta_{1} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} + \\sin^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos^{2}{\\left(- \\alpha_{1} + \\beta_{2} + \\beta_{3} \\right)}\\\\\\sin^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos^{2}{\\left(\\alpha_{2} + \\alpha_{3} - \\beta_{1} \\right)} + \\sin^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\sin^{2}{\\left(- \\alpha_{1} + \\beta_{2} + \\beta_{3} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)}\\\\\\sin^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos^{2}{\\left(- \\alpha_{2} + \\beta_{1} + \\beta_{3} \\right)} + \\sin^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin^{2}{\\left(\\alpha_{1} + \\alpha_{3} - \\beta_{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)}\\\\\\sin^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos^{2}{\\left(- \\alpha_{3} + \\beta_{1} + \\beta_{2} \\right)} + \\sin^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\sin^{2}{\\left(\\alpha_{1} + \\alpha_{2} - \\beta_{3} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)}\\\\\\sin^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\sin^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)} \\cos^{2}{\\left(\\beta_{1} + \\beta_{2} + \\beta_{3} \\right)} + \\sin^{2}{\\left(\\alpha_{1} + \\alpha_{2} + \\alpha_{3} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{1}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{2}}{2} \\right)} \\cos^{2}{\\left(\\frac{\\theta_{3}}{2} \\right)}\\end{matrix}\\right]$"
      ],
      "text/plain": [
       "⎡   2⎛θ₁⎞    2⎛θ₂⎞    2⎛θ₃⎞    2                    2⎛θ₁⎞    2⎛θ₂⎞    2⎛θ₃⎞    2               ⎤\n",
       "⎢sin ⎜──⎟⋅sin ⎜──⎟⋅sin ⎜──⎟⋅sin (β₁ + β₂ + β₃) + cos ⎜──⎟⋅cos ⎜──⎟⋅cos ⎜──⎟⋅cos (α₁ + α₂ + α₃) ⎥\n",
       "⎢    ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠                          ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠                    ⎥\n",
       "⎢                                                                                              ⎥\n",
       "⎢   2⎛θ₁⎞    2⎛θ₂⎞    2                   2⎛θ₃⎞      2⎛θ₃⎞    2⎛θ₁⎞    2⎛θ₂⎞    2              ⎥\n",
       "⎢sin ⎜──⎟⋅sin ⎜──⎟⋅sin (-α₃ + β₁ + β₂)⋅cos ⎜──⎟ + sin ⎜──⎟⋅cos ⎜──⎟⋅cos ⎜──⎟⋅cos (α₁ + α₂ - β₃)⎥\n",
       "⎢    ⎝2 ⎠     ⎝2 ⎠                         ⎝2 ⎠       ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠                   ⎥\n",
       "⎢                                                                                              ⎥\n",
       "⎢   2⎛θ₁⎞    2⎛θ₃⎞    2                   2⎛θ₂⎞      2⎛θ₂⎞    2⎛θ₁⎞    2⎛θ₃⎞    2              ⎥\n",
       "⎢sin ⎜──⎟⋅sin ⎜──⎟⋅sin (-α₂ + β₁ + β₃)⋅cos ⎜──⎟ + sin ⎜──⎟⋅cos ⎜──⎟⋅cos ⎜──⎟⋅cos (α₁ + α₃ - β₂)⎥\n",
       "⎢    ⎝2 ⎠     ⎝2 ⎠                         ⎝2 ⎠       ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠                   ⎥\n",
       "⎢                                                                                              ⎥\n",
       "⎢   2⎛θ₁⎞    2                  2⎛θ₂⎞    2⎛θ₃⎞      2⎛θ₂⎞    2⎛θ₃⎞    2⎛θ₁⎞    2               ⎥\n",
       "⎢sin ⎜──⎟⋅sin (α₂ + α₃ - β₁)⋅cos ⎜──⎟⋅cos ⎜──⎟ + sin ⎜──⎟⋅sin ⎜──⎟⋅cos ⎜──⎟⋅cos (-α₁ + β₂ + β₃)⎥\n",
       "⎢    ⎝2 ⎠                        ⎝2 ⎠     ⎝2 ⎠       ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠                    ⎥\n",
       "⎢                                                                                              ⎥\n",
       "⎢   2⎛θ₁⎞    2⎛θ₂⎞    2⎛θ₃⎞    2                    2⎛θ₂⎞    2⎛θ₃⎞    2                   2⎛θ₁⎞⎥\n",
       "⎢sin ⎜──⎟⋅cos ⎜──⎟⋅cos ⎜──⎟⋅cos (α₂ + α₃ - β₁) + sin ⎜──⎟⋅sin ⎜──⎟⋅sin (-α₁ + β₂ + β₃)⋅cos ⎜──⎟⎥\n",
       "⎢    ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠                          ⎝2 ⎠     ⎝2 ⎠                         ⎝2 ⎠⎥\n",
       "⎢                                                                                              ⎥\n",
       "⎢   2⎛θ₁⎞    2⎛θ₃⎞    2⎛θ₂⎞    2                     2⎛θ₂⎞    2                  2⎛θ₁⎞    2⎛θ₃⎞⎥\n",
       "⎢sin ⎜──⎟⋅sin ⎜──⎟⋅cos ⎜──⎟⋅cos (-α₂ + β₁ + β₃) + sin ⎜──⎟⋅sin (α₁ + α₃ - β₂)⋅cos ⎜──⎟⋅cos ⎜──⎟⎥\n",
       "⎢    ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠                           ⎝2 ⎠                        ⎝2 ⎠     ⎝2 ⎠⎥\n",
       "⎢                                                                                              ⎥\n",
       "⎢   2⎛θ₁⎞    2⎛θ₂⎞    2⎛θ₃⎞    2                     2⎛θ₃⎞    2                  2⎛θ₁⎞    2⎛θ₂⎞⎥\n",
       "⎢sin ⎜──⎟⋅sin ⎜──⎟⋅cos ⎜──⎟⋅cos (-α₃ + β₁ + β₂) + sin ⎜──⎟⋅sin (α₁ + α₂ - β₃)⋅cos ⎜──⎟⋅cos ⎜──⎟⎥\n",
       "⎢    ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠                           ⎝2 ⎠                        ⎝2 ⎠     ⎝2 ⎠⎥\n",
       "⎢                                                                                              ⎥\n",
       "⎢   2⎛θ₁⎞    2⎛θ₂⎞    2⎛θ₃⎞    2                    2                  2⎛θ₁⎞    2⎛θ₂⎞    2⎛θ₃⎞ ⎥\n",
       "⎢sin ⎜──⎟⋅sin ⎜──⎟⋅sin ⎜──⎟⋅cos (β₁ + β₂ + β₃) + sin (α₁ + α₂ + α₃)⋅cos ⎜──⎟⋅cos ⎜──⎟⋅cos ⎜──⎟ ⎥\n",
       "⎣    ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠                                             ⎝2 ⎠     ⎝2 ⎠     ⎝2 ⎠ ⎦"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl.probs()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "952c3912",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\left\\{\\alpha_{1}, \\alpha_{2}, \\alpha_{3}, \\beta_{1}, \\beta_{2}, \\beta_{3}, \\theta_{1}, \\theta_{2}, \\theta_{3}\\right\\}$"
      ],
      "text/plain": [
       "{α₁, α₂, α₃, β₁, β₂, β₃, θ₁, θ₂, θ₃}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl.params"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "3ea3a25c",
   "metadata": {},
   "outputs": [],
   "source": [
    "ewl_fixed = ewl.fix(theta1=pi / 2, alpha1=pi / 2, beta1=0,\n",
    "                    theta2=pi / 2, alpha2=pi / 2, beta2=pi / 4,\n",
    "                    theta3=0, alpha3=0, beta3=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "95d822b9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/latex": [
       "$\\displaystyle \\left\\{\\right\\}$"
      ],
      "text/plain": [
       "set()"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl_fixed.params"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "3e59343b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<ewl.ibmq.EWL_IBMQ at 0x1506ad190>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl_ibmq = EWL_IBMQ(ewl_fixed)\n",
    "ewl_ibmq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "138394ea",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 658.679x264.88 with 1 Axes>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl_ibmq.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "63d1be89",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1684.19x6706.28 with 1 Axes>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ewl_ibmq.draw_transpiled(backend_name='ibmq_quito', optimization_level=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "7708ce2b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'000': 0.25, '010': 0.125, '011': 0.125, '100': 0.125, '101': 0.125, '110': 0.25}\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "probs = ewl_ibmq.simulate_probs()\n",
    "print(probs)\n",
    "plot_histogram(probs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "7a67bb99",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'101': 133, '110': 289, '100': 114, '000': 240, '010': 138, '011': 110}\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "counts_qasm_simulator = ewl_ibmq.simulate_counts()\n",
    "print(counts_qasm_simulator)\n",
    "plot_histogram(counts_qasm_simulator)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "059b61db",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Job Status: job has successfully run\n",
      "{'000': 533, '001': 455, '010': 403, '011': 470, '100': 520, '101': 470, '110': 617, '111': 532}\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "counts_quantum_device = ewl_ibmq.run()\n",
    "print(counts_quantum_device)\n",
    "plot_histogram(counts_quantum_device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "c9dc0157",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_histogram(data=[counts_qasm_simulator, counts_quantum_device],\n",
    "               legend=['qasm simulator', 'quantum device'])"
   ]
  }
 ],
 "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": "3.8.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}