added install and titles

Author: Juan Buhler

examples/extras/classification-confusion-matrix.ipynb

@@ -1,5 +1,31 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "ce92c898",
+   "metadata": {},
+   "source": [
+    "<td>\n",
+    "   <a target=\"_blank\" href=\"https://labelbox.com\" ><img src=\"https://labelbox.com/blog/content/images/2021/02/logo-v4.svg\" width=256/></a>\n",
+    "</td>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5d6ab814",
+   "metadata": {},
+   "source": [
+    "<td>\n",
+    "<a href=\"https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/extras/classification-confusion-matrix\" target=\"_blank\"><img\n",
+    "src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"></a>\n",
+    "</td>\n",
+    "\n",
+    "<td>\n",
+    "<a href=\"https://github.com/Labelbox/labelbox-python/tree/develop/examples/extras/classification-confusion-matrix.ipynb\" target=\"_blank\"><img\n",
+    "src=\"https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white\" alt=\"GitHub\"></a>\n",
+    "</td>"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "47170397",
@@ -9,7 +35,32 @@
     "\n",
     "This notebook plots a confusion matrix for a multi-class, single label classification.\n",
     "\n",
-    "It assumes that your project has a number of labels from multiple labelers, where the Annotation Type is Radio."
+    "It assumes that your project has a number of labels from multiple labelers, where the Annotation Type is Radio.\n",
+    "\n",
+    "## Installs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bf8c817c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install -q 'labelbox[data]'"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b338a06e",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2022-02-25T17:21:41.598592Z",
+     "start_time": "2022-02-25T17:21:41.595703Z"
+    }
+   },
+   "source": [
+    "## Imports"
    ]
   },
   {
@@ -130,6 +181,14 @@
     "dataset = lb.get_dataset('xxx')"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "88c31726",
+   "metadata": {},
+   "source": [
+    "## Labeler Selection"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 13,
@@ -180,6 +239,14 @@
     "widgets.VBox(items)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "95a7eed3",
+   "metadata": {},
+   "source": [
+    "## Confusion Matrix"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 16,