upd

update

Author: Vasuji

3b. Meshgrid-OptimizationExample.ipynb

@@ -503,16 +503,6 @@
     "plt.show()"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from IPython.display import YouTubeVideo\n",
-    "YouTubeVideo('wvJAgrUBF4w', width=500, height=400)"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},

3c. Meshgrid-SimulationExample.ipynb

@@ -426,6 +426,119 @@
     "num(4)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Random Matrices"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- Random hermitian matrix"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 59,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "Quantum object: dims = [[4], [4]], shape = (4, 4), type = oper, isherm = True\\begin{equation*}\\left(\\begin{array}{*{11}c}-0.501 & (-0.172+0.146j) & 0.0 & (-0.060+0.697j)\\\\(-0.172-0.146j) & 0.169 & (-0.305+0.588j) & (0.044+0.641j)\\\\0.0 & (-0.305-0.588j) & 0.0 & (-0.458-0.087j)\\\\(-0.060-0.697j) & (0.044-0.641j) & (-0.458+0.087j) & 0.756\\\\\\end{array}\\right)\\end{equation*}"
+      ],
+      "text/plain": [
+       "Quantum object: dims = [[4], [4]], shape = (4, 4), type = oper, isherm = True\n",
+       "Qobj data =\n",
+       "[[-0.50113582+0.j         -0.17222998+0.14571042j  0.        +0.j\n",
+       "  -0.06039662+0.6965142j ]\n",
+       " [-0.17222998-0.14571042j  0.1689534 +0.j         -0.30474969+0.58835929j\n",
+       "   0.04412378+0.64077284j]\n",
+       " [ 0.        +0.j         -0.30474969-0.58835929j  0.        +0.j\n",
+       "  -0.45812567-0.08748371j]\n",
+       " [-0.06039662-0.6965142j   0.04412378-0.64077284j -0.45812567+0.08748371j\n",
+       "   0.75578241+0.j        ]]"
+      ]
+     },
+     "execution_count": 59,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "rand_herm(4)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- Random Unitary Matrix"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "Quantum object: dims = [[4], [4]], shape = (4, 4), type = oper, isherm = False\\begin{equation*}\\left(\\begin{array}{*{11}c}(0.332-0.610j) & (-0.248+0.007j) & (-0.332-0.267j) & (0.468-0.235j)\\\\(-0.062-0.085j) & (0.838-0.353j) & (-0.312-0.253j) & (3.589\\times10^{-05}-0.034j)\\\\(-0.032-0.481j) & (0.145-0.293j) & (0.790+0.106j) & (0.020-0.156j)\\\\(-0.427+0.302j) & (0.069+0.006j) & (0.109+0.097j) & (0.834-0.066j)\\\\\\end{array}\\right)\\end{equation*}"
+      ],
+      "text/plain": [
+       "Quantum object: dims = [[4], [4]], shape = (4, 4), type = oper, isherm = False\n",
+       "Qobj data =\n",
+       "[[ 3.32426091e-01-0.61008781j -2.48216764e-01+0.00742287j\n",
+       "  -3.32218003e-01-0.26721645j  4.67803649e-01-0.23453233j]\n",
+       " [-6.18056368e-02-0.08520346j  8.37959790e-01-0.35291461j\n",
+       "  -3.11514724e-01-0.25291069j  3.58896057e-05-0.03449434j]\n",
+       " [-3.17360027e-02-0.48099205j  1.44640852e-01-0.29316018j\n",
+       "   7.90378747e-01+0.10591817j  2.00616601e-02-0.15638388j]\n",
+       " [-4.27155409e-01+0.30229774j  6.86551818e-02+0.00553252j\n",
+       "   1.09189564e-01+0.0968594j   8.34155661e-01-0.06550129j]]"
+      ]
+     },
+     "execution_count": 56,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "rand_unitary(4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": null,