fix: correct qsvc notebook again

mspronesti · Apr 13, 2022 · 55903b8 · 55903b8
1 parent f4d3c83
commit 55903b8
Showing 1 changed file with 17 additions and 26 deletions.
diff --git a/examples/qsvc.ipynb b/examples/qsvc.ipynb
@@ -38,29 +38,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 8,
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Collecting matplotlib\r\n",
-      "  Using cached matplotlib-3.5.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl (11.2 MB)\r\n",
-      "Collecting kiwisolver>=1.0.1\r\n",
-      "  Using cached kiwisolver-1.4.2-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (1.6 MB)\r\n",
-      "Requirement already satisfied: numpy>=1.17 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (1.21.5)\r\n",
-      "Collecting cycler>=0.10\r\n",
-      "  Using cached cycler-0.11.0-py3-none-any.whl (6.4 kB)\r\n",
-      "Collecting pillow>=6.2.0\r\n",
-      "  Using cached Pillow-9.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.3 MB)\r\n",
-      "Collecting fonttools>=4.22.0\r\n",
-      "  Using cached fonttools-4.32.0-py3-none-any.whl (900 kB)\r\n",
-      "Requirement already satisfied: packaging>=20.0 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (21.3)\r\n",
+      "Requirement already satisfied: matplotlib in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (3.5.1)\r\n",
+      "Requirement already satisfied: cycler>=0.10 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (0.11.0)\r\n",
       "Requirement already satisfied: python-dateutil>=2.7 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (2.8.2)\r\n",
+      "Requirement already satisfied: packaging>=20.0 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (21.3)\r\n",
+      "Requirement already satisfied: pillow>=6.2.0 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (9.1.0)\r\n",
+      "Requirement already satisfied: numpy>=1.17 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (1.21.5)\r\n",
+      "Requirement already satisfied: kiwisolver>=1.0.1 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (1.4.2)\r\n",
+      "Requirement already satisfied: fonttools>=4.22.0 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (4.32.0)\r\n",
       "Requirement already satisfied: pyparsing>=2.2.1 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from matplotlib) (3.0.8)\r\n",
       "Requirement already satisfied: six>=1.5 in /home/akatief/PycharmProjects/qlearnkit/.venv/lib/python3.9/site-packages (from python-dateutil>=2.7->matplotlib) (1.16.0)\r\n",
-      "Installing collected packages: pillow, kiwisolver, fonttools, cycler, matplotlib\r\n",
-      "Successfully installed cycler-0.11.0 fonttools-4.32.0 kiwisolver-1.4.2 matplotlib-3.5.1 pillow-9.1.0\r\n"
+      "\u001B[33mWARNING: You are using pip version 21.3.1; however, version 22.0.4 is available.\r\n",
+      "You should consider upgrading via the '/home/akatief/PycharmProjects/qlearnkit/.venv/bin/python -m pip install --upgrade pip' command.\u001B[0m\r\n"
      ]
     }
    ],
@@ -78,7 +73,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 9,
    "outputs": [],
    "source": [
     "import numpy as np\n",
@@ -112,7 +107,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 10,
    "outputs": [],
    "source": [
     "# import some data to play with\n",
@@ -144,7 +139,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 11,
    "outputs": [],
    "source": [
     "seed = 42\n",
@@ -176,7 +171,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 12,
    "outputs": [],
    "source": [
     "svc = SVC(kernel='linear')\n",
@@ -203,7 +198,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 13,
    "outputs": [],
    "source": [
     "svc.fit(X,y)\n",
@@ -271,7 +266,7 @@
      "name": "#%%\n"
     }
    },
-   "execution_count": 28,
+   "execution_count": 14,
    "outputs": [
     {
      "data": {
@@ -286,11 +281,7 @@
   {
    "cell_type": "markdown",
    "source": [
-    "Notice how the quantum boundary is nonlinear. This is a consequence of the Pauli feature map we used. Different settings and different feature maps give different results.\n",
-    "\n",
-    "In case you want to try with a different backend simulator you could also use Aer or QASM.\n",
-    "\n",
-    "Be aware that it's gonna be way slower because of qiskit simulators.\n"
+    "Notice how the quantum boundary is nonlinear. This is a consequence of the Pauli feature map we used. Different settings and different feature maps give different results. The choice of simulator also plays a role in how the final boundary looks like. In this example QASM - a noisy backend - was used. In case you want to try with a different backend simulator you could also use QASM (a complete list is available on the Qiskit documentation).\n"
    ],
    "metadata": {
     "collapsed": false,