From 84f474d92ce69b3517248f1c6cd2fd7e0ae7b37c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Aur=C3=A9lien=20Geron?= <ageron@users.noreply.github.com>
Date: Sat, 27 Nov 2021 13:46:38 +1300
Subject: [PATCH] Load plt before setting rcParams and remove unneeded
 fontsize=14

---
 05_support_vector_machines.ipynb | 42 +++++++++++++++++---------------
 1 file changed, 22 insertions(+), 20 deletions(-)

diff --git a/05_support_vector_machines.ipynb b/05_support_vector_machines.ipynb
index bcb9d7f..3b08d58 100644
--- a/05_support_vector_machines.ipynb
+++ b/05_support_vector_machines.ipynb
@@ -86,11 +86,13 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import matplotlib as mpl\n",
+    "import matplotlib.pyplot as plt\n",
     "\n",
-    "mpl.rc('font', size=12)\n",
-    "mpl.rc('axes', labelsize=14, titlesize=14)\n",
-    "mpl.rc('legend', fontsize=14)"
+    "plt.rc('font', size=12)\n",
+    "plt.rc('axes', labelsize=14, titlesize=14)\n",
+    "plt.rc('legend', fontsize=14)\n",
+    "plt.rc('xtick',labelsize=10)\n",
+    "plt.rc('ytick',labelsize=10)"
    ]
   },
   {
@@ -287,13 +289,13 @@
     "plt.text(0.3, 1.0, \"Impossible!\", color=\"red\", fontsize=18)\n",
     "plt.xlabel(\"Petal length\")\n",
     "plt.ylabel(\"Petal width\")\n",
-    "plt.annotate(\"Outlier\",\n",
-    "             xy=(X_outliers[0][0], X_outliers[0][1]),\n",
-    "             xytext=(2.5, 1.7),\n",
-    "             ha=\"center\",\n",
-    "             arrowprops=dict(facecolor='black', shrink=0.1),\n",
-    "             fontsize=14,\n",
-    "            )\n",
+    "plt.annotate(\n",
+    "    \"Outlier\",\n",
+    "    xy=(X_outliers[0][0], X_outliers[0][1]),\n",
+    "    xytext=(2.5, 1.7),\n",
+    "    ha=\"center\",\n",
+    "    arrowprops=dict(facecolor='black', shrink=0.1),\n",
+    ")\n",
     "plt.axis([0, 5.5, 0, 2])\n",
     "plt.grid()\n",
     "\n",
@@ -302,13 +304,13 @@
     "plt.plot(Xo2[:, 0][yo2==0], Xo2[:, 1][yo2==0], \"yo\")\n",
     "plot_svc_decision_boundary(svm_clf2, 0, 5.5)\n",
     "plt.xlabel(\"Petal length\")\n",
-    "plt.annotate(\"Outlier\",\n",
-    "             xy=(X_outliers[1][0], X_outliers[1][1]),\n",
-    "             xytext=(3.2, 0.08),\n",
-    "             ha=\"center\",\n",
-    "             arrowprops=dict(facecolor='black', shrink=0.1),\n",
-    "             fontsize=14,\n",
-    "            )\n",
+    "plt.annotate(\n",
+    "    \"Outlier\",\n",
+    "    xy=(X_outliers[1][0], X_outliers[1][1]),\n",
+    "    xytext=(3.2, 0.08),\n",
+    "    ha=\"center\",\n",
+    "    arrowprops=dict(facecolor='black', shrink=0.1),\n",
+    ")\n",
     "plt.axis([0, 5.5, 0, 2])\n",
     "plt.grid()\n",
     "\n",
@@ -879,8 +881,8 @@
     "    if ylabel:\n",
     "        plt.ylabel(\"$s$\", rotation=0, labelpad=5)\n",
     "        plt.legend()\n",
-    "        plt.text(1.02, -1.6, \"Margin\", ha=\"left\", va=\"center\",\n",
-    "                 color=\"k\", fontsize=14)\n",
+    "        plt.text(1.02, -1.6, \"Margin\", ha=\"left\", va=\"center\", color=\"k\")\n",
+    "\n",
     "    plt.annotate(\n",
     "        '', xy=(-half_margin, -1.6), xytext=(half_margin, -1.6),\n",
     "        arrowprops={'ec': 'k', 'arrowstyle': '<->', 'linewidth': 1.5}\n",